From f7114aad22dc01234a39d1eef805006a97d67d69 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Mon, 26 Aug 2024 11:46:03 +0200 Subject: [PATCH 01/87] Command interface buffer size changes --- Firmware/FFBoard/Inc/CmdParser.h | 2 ++ Firmware/FFBoard/Inc/CommandInterface.h | 4 ++-- Firmware/FFBoard/Src/CmdParser.cpp | 8 ++++---- Firmware/FFBoard/Src/CommandInterface.cpp | 2 +- .../FFBoard/UserExtensions/Src/FFBoardMain.cpp | 2 +- .../UserExtensions/Src/usb_descriptors.cpp | 15 +++++++-------- 6 files changed, 17 insertions(+), 16 deletions(-) diff --git a/Firmware/FFBoard/Inc/CmdParser.h b/Firmware/FFBoard/Inc/CmdParser.h index 48094d3c5..be3221884 100644 --- a/Firmware/FFBoard/Inc/CmdParser.h +++ b/Firmware/FFBoard/Inc/CmdParser.h @@ -17,7 +17,9 @@ #include "CommandHandler.h" #include "ringbufferwrapper.h" +#ifndef CMDPARSER_MAX_VALID_CAPACITY #define CMDPARSER_MAX_VALID_CAPACITY 2048 +#endif class CommandHandler; class CommandInterface; diff --git a/Firmware/FFBoard/Inc/CommandInterface.h b/Firmware/FFBoard/Inc/CommandInterface.h index d99ec7b92..b70a57da6 100644 --- a/Firmware/FFBoard/Inc/CommandInterface.h +++ b/Firmware/FFBoard/Inc/CommandInterface.h @@ -60,7 +60,7 @@ class StringCommandInterface : public CommandInterface{ CmdParser parser; // String parser }; - +#define CDC_CMD_BUFFER_SIZE (TUD_OPT_HIGH_SPEED ? 4096 : 1024) //receives bytes from mainclass. calls its own parser instance, calls global parser thread, passes replies back to cdc port. class CDC_CommandInterface : public StringCommandInterface,public cpp_freertos::Thread{ public: @@ -83,7 +83,7 @@ class CDC_CommandInterface : public StringCommandInterface,public cpp_freertos:: bool nextFormat = false; std::string sendBuffer; uint32_t bufferLength = 0; - const uint32_t maxSendBuffer = 1024; // Max buffered command size before sending immediately + const uint32_t maxSendBuffer = CDC_CMD_BUFFER_SIZE; // Max buffered command size before sending immediately }; diff --git a/Firmware/FFBoard/Src/CmdParser.cpp b/Firmware/FFBoard/Src/CmdParser.cpp index 73640b9fd..bd61b1206 100644 --- a/Firmware/FFBoard/Src/CmdParser.cpp +++ b/Firmware/FFBoard/Src/CmdParser.cpp @@ -155,8 +155,8 @@ bool CmdParser::parse(std::vector& commands){ // Check if conversion is even possible bool validPqm = (pqm != std::string::npos && (std::isdigit(word[pqm+1]) || (std::isdigit(word[pqm+2]) && (word[pqm+1] == '-' || word[pqm+1] == '+')) || ( std::isxdigit(word[pqm+2]) && word[pqm+1] == 'x'))); bool validPeq = (peq != std::string::npos && (std::isdigit(word[peq+1]) || (std::isdigit(word[peq+2]) && (word[peq+1] == '-' || word[peq+1] == '+')) || ( std::isxdigit(word[peq+2]) && word[peq+1] == 'x'))); - - if(validPqm && validPeq && peq < pqm && (abs(pqm - peq) > 1)){ // =? + int32_t pqm_peq_dist = (pqm - peq); + if(validPqm && validPeq && peq < pqm && (abs(pqm_peq_dist) > 1)){ // =? // Dual int64_t val; int64_t val2; @@ -167,9 +167,9 @@ bool CmdParser::parse(std::vector& commands){ } if(word[peq+1] == 'x'){ - val = (int64_t)std::strtoll(word.substr(peq+2, pqm-peq).c_str(),0,16); + val = (int64_t)std::strtoll(word.substr(peq+2, pqm_peq_dist).c_str(),0,16); }else{ - val = (int64_t)std::strtoll(word.substr(peq+1, pqm-peq).c_str(),0,10); + val = (int64_t)std::strtoll(word.substr(peq+1, pqm_peq_dist).c_str(),0,10); } cmdstring = word.substr(cmd_start, peq-cmd_start); diff --git a/Firmware/FFBoard/Src/CommandInterface.cpp b/Firmware/FFBoard/Src/CommandInterface.cpp index 9aa004c91..0427cd0d0 100644 --- a/Firmware/FFBoard/Src/CommandInterface.cpp +++ b/Firmware/FFBoard/Src/CommandInterface.cpp @@ -240,7 +240,7 @@ void StringCommandInterface::generateReplyFromCmd(std::string& replyPart,const P */ -CDC_CommandInterface::CDC_CommandInterface() : StringCommandInterface(1024), Thread("CDCCMD", 512, 37) { +CDC_CommandInterface::CDC_CommandInterface() : StringCommandInterface(CDC_CMD_BUFFER_SIZE), Thread("CDCCMD", 512, 37) { parser.setClearBufferTimeout(parserTimeout); this->Start(); } diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp index da0b8da10..83c42dd0e 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp @@ -14,7 +14,7 @@ ClassIdentifier FFBoardMain::info ={.name = "Basic (Failsafe)" ,.id=0}; -char FFBoardMain::cdcbuf[64]; +char FFBoardMain::cdcbuf[(TUD_OPT_HIGH_SPEED ? 512 : 64)]; diff --git a/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp b/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp index 442758d04..ff31cf8ba 100644 --- a/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp @@ -7,7 +7,6 @@ #include "tusb.h" #include "usb_descriptors.h" #include "usbd.h" -#include "stm32f4xx_hal.h" #include "main.h" #include "usb_hid_ffb_desc.h" @@ -51,7 +50,7 @@ const uint8_t usb_cdc_conf[] = TUD_CONFIG_DESCRIPTOR(1, 2, 0, (TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN), TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP, 100), // 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size. - TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, 64), + TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, (TUD_OPT_HIGH_SPEED ? 512 : 64)), }; // Composite CDC and HID @@ -62,7 +61,7 @@ const uint8_t usb_cdc_hid_conf_1axis[] = TUD_CONFIG_DESCRIPTOR(1, 3, 0, (TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN + TUD_HID_INOUT_DESC_LEN), TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP, 100), // 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size. - TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, 64), + TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, (TUD_OPT_HIGH_SPEED ? 512 : 64)), // HID Descriptor. EP 83 and 2 TUD_HID_INOUT_DESCRIPTOR(2, 5, HID_ITF_PROTOCOL_NONE, USB_HID_1FFB_REPORT_DESC_SIZE, 0x83, 0x02, 64, HID_BINTERVAL), @@ -77,10 +76,10 @@ const uint8_t usb_cdc_hid_conf_2axis[] = TUD_CONFIG_DESCRIPTOR(1, 3, 0, (TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN + TUD_HID_INOUT_DESC_LEN), TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP, 100), // 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size. - TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, 64), + TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, (TUD_OPT_HIGH_SPEED ? 512 : 64)), // HID Descriptor. EP 83 and 2 - TUD_HID_INOUT_DESCRIPTOR(2, 5, HID_ITF_PROTOCOL_NONE, USB_HID_2FFB_REPORT_DESC_SIZE, 0x83, 0x02, 64, HID_BINTERVAL), + TUD_HID_INOUT_DESCRIPTOR(2, 5, HID_ITF_PROTOCOL_NONE, USB_HID_2FFB_REPORT_DESC_SIZE, 0x83, 0x02,64, HID_BINTERVAL), }; #endif @@ -92,10 +91,10 @@ const uint8_t usb_cdc_hid_conf_gamepad[] = TUD_CONFIG_DESCRIPTOR(1, 3, 0, (TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN + TUD_HID_INOUT_DESC_LEN), TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP, 100), // 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size. - TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, 64), + TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, (TUD_OPT_HIGH_SPEED ? 512 : 64)), // HID Descriptor. EP 83 and 2 - TUD_HID_INOUT_DESCRIPTOR(2, 5, HID_ITF_PROTOCOL_NONE, USB_HID_GAMEPAD_REPORT_DESC_SIZE, 0x83, 0x02, 64, HID_BINTERVAL), + TUD_HID_INOUT_DESCRIPTOR(2, 5, HID_ITF_PROTOCOL_NONE, USB_HID_GAMEPAD_REPORT_DESC_SIZE, 0x83, 0x02, (TUD_OPT_HIGH_SPEED ? 512 : 64), HID_BINTERVAL), }; #endif @@ -105,7 +104,7 @@ uint8_t const usb_cdc_midi_conf[] = // Config number, interface count, string index, total length, attribute, power in mA TUD_CONFIG_DESCRIPTOR(1, 4, 0, TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN + TUD_MIDI_DESC_LEN, TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP, 100), // 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size. - TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, 64), + TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, (TUD_OPT_HIGH_SPEED ? 512 : 64)), // Interface number, string index, EP Out & EP In address, EP size TUD_MIDI_DESCRIPTOR(2, 6, 0x02, 0x83, 64) }; From b33edde1e03d0bb60091f684842579392dbe0205 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Thu, 28 Sep 2023 13:38:47 +0200 Subject: [PATCH 02/87] SPI allow speed range --- Firmware/FFBoard/Inc/SPI.h | 3 ++- Firmware/FFBoard/Src/SPI.cpp | 4 ++-- Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp | 6 +++--- 3 files changed, 7 insertions(+), 6 deletions(-) diff --git a/Firmware/FFBoard/Inc/SPI.h b/Firmware/FFBoard/Inc/SPI.h index b1a063f79..0f6afedfe 100644 --- a/Firmware/FFBoard/Inc/SPI.h +++ b/Firmware/FFBoard/Inc/SPI.h @@ -14,6 +14,7 @@ #include "SpiHandler.h" #include "semaphore.hpp" +#include struct SPIConfig { SPIConfig(OutputPin cs,bool cspol = true) @@ -77,7 +78,7 @@ class SPIPort: public SpiHandler { bool hasFreePins(); uint32_t getBaseClk(); - std::pair getClosestPrescaler(float clock); + std::pair getClosestPrescaler(float clock,float min = 0, float max = INFINITY); SPI_HandleTypeDef* getPortHandle(); diff --git a/Firmware/FFBoard/Src/SPI.cpp b/Firmware/FFBoard/Src/SPI.cpp index 37185ea27..206ab2693 100644 --- a/Firmware/FFBoard/Src/SPI.cpp +++ b/Firmware/FFBoard/Src/SPI.cpp @@ -288,7 +288,7 @@ void SPIPort::SpiError(SPI_HandleTypeDef *hspi) { * Calculates the closest possible clock achievable with the current base clock and prescalers * Returns a pair of {prescaler,actual_clock} */ -std::pair SPIPort::getClosestPrescaler(float clock){ +std::pair SPIPort::getClosestPrescaler(float clock,float min,float max){ std::vector> distances; #if defined(SPI_BAUDRATEPRESCALER_2) distances.push_back({SPI_BAUDRATEPRESCALER_2,(baseclk/2.0)}); @@ -318,7 +318,7 @@ std::pair SPIPort::getClosestPrescaler(float clock){ std::pair bestVal = distances[0]; float bestDist = INFINITY; for(auto& val : distances){ - if(std::abs(clock-val.second) < bestDist){ + if(std::abs(clock-val.second) < bestDist && (val.second > min && val.second < max)){ bestDist = abs(clock-val.second); bestVal = val; } diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index 3b331632a..14b482e09 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -59,7 +59,7 @@ TMC4671::TMC4671(SPIPort& spiport,OutputPin cspin,uint8_t address) : spiConfig.peripheral.CLKPolarity = SPI_POLARITY_HIGH; spiConfig.peripheral.CLKPhase = SPI_PHASE_2EDGE; spiConfig.peripheral.NSS = SPI_NSS_SOFT; - spiConfig.peripheral.BaudRatePrescaler = spiPort.getClosestPrescaler(10e6).first; // 10MHz + spiConfig.peripheral.BaudRatePrescaler = spiPort.getClosestPrescaler(8e6,0,10e6).first; // 8 target, 10MHz max spiConfig.peripheral.FirstBit = SPI_FIRSTBIT_MSB; spiConfig.peripheral.TIMode = SPI_TIMODE_DISABLE; spiConfig.peripheral.CRCCalculation = SPI_CRCCALCULATION_DISABLE; @@ -261,7 +261,7 @@ bool TMC4671::initialize(){ */ pulseClipLed(); - this->spiConfig.peripheral.BaudRatePrescaler = SPI_BAUDRATEPRESCALER_64; + this->spiConfig.peripheral.BaudRatePrescaler = spiPort.getClosestPrescaler(1e6).first; // 1MHz target spiPort.configurePort(&this->spiConfig.peripheral); ES_TMCdetected = true; } @@ -3222,7 +3222,7 @@ void TMC4671::setUpExtEncTimer(){ // Setup timer this->externalEncoderTimer = &TIM_TMC; this->externalEncoderTimer->Instance->ARR = 200; // 200 = 5khz = 5 tmc cycles, 250 = 4khz, 240 = 6 tmc cycles - this->externalEncoderTimer->Instance->PSC = (SystemCoreClock / 2000000)+1; // timer running at half clock speed. 1µs ticks + this->externalEncoderTimer->Instance->PSC = ((TIM_TMC_BCLK)/1000000) +1; // 1µs ticks this->externalEncoderTimer->Instance->CR1 = 1; HAL_TIM_Base_Start_IT(this->externalEncoderTimer); #endif From fd7c1b3c923605d002917b653932ea23ae856e6d Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Sat, 21 Oct 2023 10:41:41 +0200 Subject: [PATCH 03/87] Task delay in i2c eeprom --- Firmware/FFBoard/Src/flash_helpers.cpp | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/Firmware/FFBoard/Src/flash_helpers.cpp b/Firmware/FFBoard/Src/flash_helpers.cpp index cc8256ec0..4b0c2d051 100644 --- a/Firmware/FFBoard/Src/flash_helpers.cpp +++ b/Firmware/FFBoard/Src/flash_helpers.cpp @@ -121,7 +121,7 @@ bool Flash_Write(uint16_t adr,uint16_t dat){ bool res = false; while(curAdr < adr+dataLength){ while(!HAL_I2C_IsDeviceReady(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT) == HAL_OK){ - HAL_Delay(1); + vTaskDelay(1); } uint16_t wLen = std::min(dataLength,I2C_EEPROM_PAGEWRITE_SIZE - (adr % I2C_EEPROM_PAGEWRITE_SIZE)); @@ -147,7 +147,8 @@ bool Flash_Read(uint16_t adr,uint16_t *buf, bool checkempty){ adr *= sizeof(*buf)/I2C_EEPROM_DATA_SIZE; assert(adr < I2C_EEPROM_SIZE); while(!HAL_I2C_IsDeviceReady(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT) == HAL_OK){ - HAL_Delay(1); +// HAL_Delay(1); + vTaskDelay(1); } bool res = HAL_I2C_Mem_Read(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, I2C_EEPROM_OFS+adr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, 2, I2C_EEPROM_TIMEOUT) == HAL_OK; @@ -180,7 +181,7 @@ bool Flash_Format(){ flag = false; }else{ while(!HAL_I2C_IsDeviceReady(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT) == HAL_OK){ - HAL_Delay(1); + vTaskDelay(1); } } } From a6aa0e198da81f9b5329ec3a9baf4997b9b2d24f Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Mon, 23 Oct 2023 18:18:19 +0200 Subject: [PATCH 04/87] Dynamic biss-c speed presets --- Firmware/FFBoard/UserExtensions/Src/EncoderBissC.cpp | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/EncoderBissC.cpp b/Firmware/FFBoard/UserExtensions/Src/EncoderBissC.cpp index 218e3e03a..5f36b13b1 100644 --- a/Firmware/FFBoard/UserExtensions/Src/EncoderBissC.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/EncoderBissC.cpp @@ -101,16 +101,16 @@ void EncoderBissC::configSPI() { uint32_t prescale; switch (spiSpeed) { case 1 : - prescale = SPI_BAUDRATEPRESCALER_64; + prescale = spiPort.getClosestPrescaler(600000).first; break; case 2 : - prescale = SPI_BAUDRATEPRESCALER_32; + prescale = spiPort.getClosestPrescaler(1300000).first; break; case 3 : - prescale = SPI_BAUDRATEPRESCALER_16; + prescale = spiPort.getClosestPrescaler(2600000).first; break; default : - prescale = SPI_BAUDRATEPRESCALER_16; + prescale = spiPort.getClosestPrescaler(2600000).first; break; } From 7b994440be4522cdb520be0d686a7f2551e3fed2 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Fri, 8 Dec 2023 18:38:25 +0100 Subject: [PATCH 05/87] Add force erase flag for debugging --- Firmware/FFBoard/Src/cppmain.cpp | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/Firmware/FFBoard/Src/cppmain.cpp b/Firmware/FFBoard/Src/cppmain.cpp index aa0f9a76d..cc760ff07 100644 --- a/Firmware/FFBoard/Src/cppmain.cpp +++ b/Firmware/FFBoard/Src/cppmain.cpp @@ -15,6 +15,7 @@ extern IWDG_HandleTypeDef hiwdg; // Watchdog bool running = true; bool mainclassChosen = false; +volatile bool forceErase = false; uint16_t main_id = 0; @@ -46,6 +47,10 @@ void cppmain() { Error_Handler(); } + if(forceErase){ + Flash_Format(); + } + // // Check if flash is initialized // uint16_t lastVersion = 0; // if(!Flash_Read(ADR_SW_VERSION, &lastVersion)){ // Version never written From ca8468fa14e850cdd2d97a9cf1320286bdd5ef4c Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 23 Jan 2024 19:45:35 +0100 Subject: [PATCH 06/87] Set initial spi device config to actual current port config --- Firmware/FFBoard/Src/SPI.cpp | 2 ++ 1 file changed, 2 insertions(+) diff --git a/Firmware/FFBoard/Src/SPI.cpp b/Firmware/FFBoard/Src/SPI.cpp index 206ab2693..937cae4a8 100644 --- a/Firmware/FFBoard/Src/SPI.cpp +++ b/Firmware/FFBoard/Src/SPI.cpp @@ -328,9 +328,11 @@ std::pair SPIPort::getClosestPrescaler(float clock,float min,flo SPIDevice::SPIDevice(SPIPort& port,SPIConfig& spiConfig) : spiPort{port},spiConfig{spiConfig}{ spiPort.reserveCsPin(spiConfig.cs); + this->spiConfig.peripheral = port.getPortHandle()->Init; } SPIDevice::SPIDevice(SPIPort& port,OutputPin csPin) : spiPort{port},spiConfig{csPin}{ this->spiConfig.cs = csPin; + this->spiConfig.peripheral = port.getPortHandle()->Init; spiPort.reserveCsPin(spiConfig.cs); } SPIDevice::~SPIDevice() { From 67fb5fd829edc04291e3f75b1ec3b90311e762e4 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 30 Jan 2024 13:47:41 +0100 Subject: [PATCH 07/87] Add analog encoder cal skip option --- Firmware/FFBoard/UserExtensions/Inc/TMC4671.h | 3 ++- .../FFBoard/UserExtensions/Src/TMC4671.cpp | 26 +++++++++++++------ 2 files changed, 20 insertions(+), 9 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h index dd19e51fb..6afbd9114 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h +++ b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h @@ -97,6 +97,7 @@ struct TMC4671HardwareTypeConf{ uint8_t bbm = 20; float fluxDissipationScaler = 0.5; bool allowFluxDissipationDeactivation = true; + bool analogEncoderSkipCal = false; // Todo restrict allowed motor and encoder types }; @@ -237,7 +238,7 @@ struct TMC4671AENCConf{ int16_t AENC0_scale = 256; uint16_t AENC1_offset = 0x7fff; int16_t AENC1_scale = 256; - uint16_t AENC2_offset = 20000; + uint16_t AENC2_offset = 0x7fff; int16_t AENC2_scale = 256; int16_t nMask = 0; // 0x3c & 0xffff0000 diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index 14b482e09..8d9afb32d 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -651,7 +651,9 @@ void TMC4671::calibrateEncoder(){ // Report changes CommandHandler::broadcastCommandReply(CommandReply(abnconf.npol ? 1 : 0), (uint32_t)TMC4671_commands::encpol, CMDtype::get); }else if(conf.motconf.enctype == EncoderType_TMC::sincos || conf.motconf.enctype == EncoderType_TMC::uvw){ - calibrateAenc(); + if(!conf.hwconf.analogEncoderSkipCal){ + calibrateAenc(); + } }else if(conf.motconf.enctype == EncoderType_TMC::ext){ estimateExtEnc(); } @@ -1447,7 +1449,9 @@ void TMC4671::encoderInit(){ setPosSel(PosSelection::PhiM_aenc); // Mechanical Angle setVelSel(VelSelection::PhiM_aenc); // Mechanical Angle (RPM) //setup_AENC(aencconf); - calibrateAenc(); + if(!conf.hwconf.analogEncoderSkipCal){ + calibrateAenc(); + } } // find index @@ -2707,7 +2711,8 @@ void TMC4671::setHwType(TMC_HW_Ver type){ .brakeLimHigh = 50900, .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 50 // DMTH8003SPS need longer deadtime + .bbm = 50, // DMTH8003SPS need longer deadtime + .analogEncoderSkipCal = false }; this->conf.hwconf = newHwConf; break; @@ -2727,7 +2732,8 @@ void TMC4671::setHwType(TMC_HW_Ver type){ .brakeLimHigh = 50900, .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 40 + .bbm = 40, + .analogEncoderSkipCal = false }; this->conf.hwconf = newHwConf; break; @@ -2748,7 +2754,8 @@ void TMC4671::setHwType(TMC_HW_Ver type){ .brakeLimHigh = 50900, .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 20 + .bbm = 20, + .analogEncoderSkipCal = false }; this->conf.hwconf = newHwConf; break; @@ -2769,7 +2776,8 @@ void TMC4671::setHwType(TMC_HW_Ver type){ .brakeLimHigh = 50900, .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 20 + .bbm = 20, + .analogEncoderSkipCal = false }; this->conf.hwconf = newHwConf; break; @@ -2790,7 +2798,8 @@ void TMC4671::setHwType(TMC_HW_Ver type){ .brakeLimHigh = 50900, .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 20 + .bbm = 20, + .analogEncoderSkipCal = false }; this->conf.hwconf = newHwConf; // Activates around 60V as last resort failsave. Check offsets from tmc leakage. ~ 1.426V @@ -2813,7 +2822,8 @@ void TMC4671::setHwType(TMC_HW_Ver type){ .brakeLimHigh = 52800, .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 20 + .bbm = 20, + .analogEncoderSkipCal = false }; this->conf.hwconf = newHwConf; From f940e34ddb0c8aebcda4d46a8236bdebfc658b34 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 7 Feb 2024 17:37:28 +0100 Subject: [PATCH 08/87] .gitignore added Debug --- Firmware/.gitignore | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/Firmware/.gitignore b/Firmware/.gitignore index 1757ea432..f6faee73a 100644 --- a/Firmware/.gitignore +++ b/Firmware/.gitignore @@ -1,4 +1,4 @@ -/*Debug/ +**/Debug/ **/Release/ **/.settings/ *.launch @@ -7,5 +7,4 @@ .mxproject fixlang /build/ -/OpenFFBoard/ -/*Targets/F407VG/*.cfg +/OpenFFBoard/ \ No newline at end of file From 4dd799e2608aaaeb166c60c481ac07c3ab2d294e Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 20 Feb 2024 17:18:29 +0100 Subject: [PATCH 09/87] TMC4671 restructured hw conf constants --- Firmware/FFBoard/UserExtensions/Inc/TMC4671.h | 112 +++++--- .../FFBoard/UserExtensions/Src/TMC4671.cpp | 245 +++++------------- .../UserExtensions/Src/TMC4671_configs.cpp | 117 +++++++++ 3 files changed, 268 insertions(+), 206 deletions(-) create mode 100644 Firmware/FFBoard/UserExtensions/Src/TMC4671_configs.cpp diff --git a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h index 6afbd9114..fb5563b33 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h +++ b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h @@ -21,7 +21,7 @@ #include "ExtiHandler.h" #include "SPI.h" #include "TimerHandler.h" - +#include #include "semaphore.hpp" #include #include "cpp_target_config.h" @@ -38,6 +38,20 @@ extern SPI_HandleTypeDef HSPIDRV; extern TIM_HandleTypeDef TIM_TMC; #endif +#ifndef TMC4671_DEFAULT_CURRENT_SCALER +#define TMC4671_DEFAULT_CURRENT_SCALER 0 +#endif +#ifndef TMC4671_DEFAULT_CLOCKFREQ +#define TMC4671_DEFAULT_CLOCKFREQ 25e6 +#endif +#ifndef TMC4671_DEFAULT_BBM +#define TMC4671_DEFAULT_BBM 20 +#endif +#ifndef TMC4671_DEFAULT_ANALOGENC_SKIPCAL +#define TMC4671_DEFAULT_ANALOGENC_SKIPCAL 0 +#endif + + enum class TMC_ControlState : uint32_t {uninitialized,waitPower,Shutdown,Running,EncoderInit,EncoderFinished,HardError,OverTemp,IndexSearch,FullCalibration,ExternalEncoderInit,Pidautotune}; enum class TMC_PwmMode : uint8_t {off = 0,HSlow_LShigh = 1, HShigh_LSlow = 2, res2 = 3, res3 = 4, PWM_LS = 5, PWM_HS = 6, PWM_FOC = 7}; @@ -46,7 +60,7 @@ enum class TMC_StartupType{NONE,coldStart,warmStart}; enum class TMC_GpioMode{DebugSpi,DSAdcClkOut,DSAdcClkIn,Aout_Bin,Ain_Bout,Aout_Bout,Ain_Bin}; -enum class MotorType : uint8_t {NONE=0,DC=1,STEPPER=2,BLDC=3,ERR}; +enum class MotorType : uint8_t {NONE=0,DC=1,STEPPER=2,BLDC=3}; enum class PhiE : uint8_t {ext=1,openloop=2,abn=3,hall=5,aenc=6,aencE=7,NONE,extEncoder}; enum class MotionMode : uint8_t {stop=0,torque=1,velocity=2,position=3,prbsflux=4,prbstorque=5,prbsvelocity=6,uqudext=8,encminimove=9,NONE}; enum class FFMode : uint8_t {none=0,velocity=1,torque=2}; @@ -54,18 +68,8 @@ enum class PosSelection : uint8_t {PhiE=0, PhiE_ext=1, PhiE_openloop=2, PhiE_abn enum class VelSelection : uint8_t {PhiE=0, PhiE_ext=1, PhiE_openloop=2, PhiE_abn=3, res1=4, PhiE_hal=5, PhiE_aenc=6, PhiA_aenc=7, res2=8, PhiM_abn=9, PhiM_abn2=10, PhiM_aenc=11, PhiM_hal=12}; enum class EncoderType_TMC : uint8_t {NONE=0,abn=1,sincos=2,uvw=3,hall=4,ext=5}; // max 7 -// Hardware versions for identifying different types. 31 versions valid +//// Hardware versions for identifying different types. 31 versions valid enum class TMC_HW_Ver : uint8_t {NONE=0,v1_0,v1_2,v1_2_2,v1_2_2_LEM20,v1_2_2_100mv,v1_3_66mv}; -// Selectable version names to be listed in commands -const std::vector> tmcHwVersionNames{ - std::make_pair(TMC_HW_Ver::NONE,"Undefined"), // Do not select. Default but disables some safety features - std::make_pair(TMC_HW_Ver::v1_0,"v1.0 AD8417"), - std::make_pair(TMC_HW_Ver::v1_2,"v1.2 AD8417"), - std::make_pair(TMC_HW_Ver::v1_2_2,"v1.2.2 LEM GO 10 (80mV/A)"), - std::make_pair(TMC_HW_Ver::v1_2_2_LEM20,"v1.2.2 LEM GO 20 (40mV/A)"), - std::make_pair(TMC_HW_Ver::v1_2_2_100mv,"v1.2/3 100mV/A"), - std::make_pair(TMC_HW_Ver::v1_3_66mv,"v1.3 ACS724 30A (66mV/A)") -}; struct TMC4671MotConf{ MotorType motor_type = MotorType::NONE; //saved @@ -81,24 +85,70 @@ struct TMC4671MotConf{ * Settings that depend on the hardware version */ struct TMC4671HardwareTypeConf{ - TMC_HW_Ver hwVersion = TMC_HW_Ver::NONE; + const char* name="CUSTOM"; + uint8_t hwVersion = 0; int adcOffset = 0; - float thermistor_R2 = 1500; - float thermistor_R = 22000; - float thermistor_Beta = 4300; - bool temperatureEnabled = false; // Enables temperature readings - float temp_limit = 90; - float currentScaler = 2.5 / (0x7fff * 60.0 * 0.0015); // Converts from adc counts to current in Amps - uint16_t brakeLimLow = 50700; - uint16_t brakeLimHigh = 50900; + + struct ThermistorSettings{ + float thermistor_R2 = 1500; + float thermistor_R = 22000; + float thermistor_Beta = 4300; + float temp_limit = 90; + bool temperatureEnabled = false; // Enables temperature readings + }; + ThermistorSettings thermistorSettings; + + + float currentScaler = TMC4671_DEFAULT_CURRENT_SCALER; // Converts from adc counts to current in Amps + uint16_t brakeLimLow = 0; + uint16_t brakeLimHigh = 0; float vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5); float vSenseMult = VOLTAGE_MULT_DEFAULT; - float clockfreq = 25e6; - uint8_t bbm = 20; + float clockfreq = TMC4671_DEFAULT_CLOCKFREQ; + uint8_t bbm = TMC4671_DEFAULT_BBM; float fluxDissipationScaler = 0.5; - bool allowFluxDissipationDeactivation = true; - bool analogEncoderSkipCal = false; - // Todo restrict allowed motor and encoder types + + /** + * Flags which features are enabled in this hardware type + */ + struct SupportedModes_s { + uint32_t mot_none: 1 = 1, + mot_dc : 1 = 1, + mot_bldc: 1 = 1, + mot_stepper:1 = 1, + + enc_none:1 = 1, + enc_abn:1 = 1, + enc_sincos:1 = 1, + enc_uvw:1 = 1, + enc_hall:1 = 1, + enc_ext:1 = 1, + + analog_enc_skip_cal:1 = TMC4671_DEFAULT_ANALOGENC_SKIPCAL, + + allowFluxDissipationDeactivation:1 = 1; + }; + SupportedModes_s flags; + bool isEncSupported(EncoderType_TMC type){ + switch(type){ + case EncoderType_TMC::NONE: return flags.enc_none; + case EncoderType_TMC::abn: return flags.enc_abn; + case EncoderType_TMC::ext: return flags.enc_ext; + case EncoderType_TMC::sincos: return flags.enc_sincos; + case EncoderType_TMC::hall: return flags.enc_hall; + case EncoderType_TMC::uvw: return flags.enc_uvw; + default: return false; + } + } + bool isMotSupported(MotorType type){ + switch(type){ + case MotorType::NONE: return flags.mot_none; + case MotorType::DC: return flags.mot_dc; + case MotorType::STEPPER: return flags.mot_stepper; + case MotorType::BLDC: return flags.mot_bldc; + default: return false; + } + } }; @@ -158,7 +208,6 @@ struct TMC4671MainConfig{ uint16_t adc_I1_offset = 33415; uint16_t adc_I0_scale = 256; uint16_t adc_I1_scale = 256; - bool canChangeHwType = true; // Allows changing the hardware version by commands bool encoderReversed = false; bool combineEncoder = false; bool invertForce = false; @@ -347,7 +396,7 @@ friend class TMCDebugBridge; TMC4671(SPIPort& spiport,OutputPin cspin,uint8_t address=1); - void setHwType(TMC_HW_Ver type); + void setHwType(uint8_t type); void setAddress(uint8_t address); @@ -571,6 +620,8 @@ friend class TMCDebugBridge; TMC4671* tmc; }; + static std::span tmc4671_hw_configs; // Can override in external target file + private: OutputPin enablePin = OutputPin(*DRV_ENABLE_GPIO_Port,DRV_ENABLE_Pin); const Error indexNotHitError = Error(ErrorCode::encoderIndexMissed,ErrorType::critical,"Encoder index missed"); @@ -601,6 +652,7 @@ friend class TMCDebugBridge; bool fullCalibrationInProgress = false; bool phiErestored = false; bool encHallRestored = false; + bool canChangeHwType = true; // Allows changing the hardware version by commands //int32_t phiEOffsetRestored = 0; //-0x8000 to 0x7fff uint8_t calibrationFailCount = 2; @@ -636,6 +688,8 @@ friend class TMCDebugBridge; void errorCallback(const Error &error, bool cleared); bool pidAutoTune(); + void replyHardwareVersions(const std::span& versions,std::vector& replies); + uint32_t initTime = 0; bool manualEncAlign = false; bool spiActive = false; // Flag for tx interrupt that the transfer was started by this instance diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index 8d9afb32d..f59aa92b0 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -9,7 +9,6 @@ #ifdef TMC4671DRIVER #include "ledEffects.h" #include "voltagesense.h" -//#include "stm32f4xx_hal_spi.h" #include #include #include "ErrorHandler.h" @@ -46,6 +45,7 @@ ClassIdentifier TMC4671::info = { }; + TMC4671::TMC4671(SPIPort& spiport,OutputPin cspin,uint8_t address) : CommandHandler("tmc", CLSID_MOT_TMC0,address-1), SPIDevice{motor_spi,cspin},Thread("TMC", TMC_THREAD_MEM, TMC_THREAD_PRIO) { @@ -347,7 +347,7 @@ bool TMC4671::initialize(){ * Not calibrated perfectly! */ float TMC4671::getTemp(){ - if(!this->conf.hwconf.temperatureEnabled){ + if(!this->conf.hwconf.thermistorSettings.temperatureEnabled){ return 0; } TMC4671HardwareTypeConf* hwconf = &conf.hwconf; @@ -358,10 +358,10 @@ float TMC4671::getTemp(){ if(adcval <= 0){ return 0.0; } - float r = hwconf->thermistor_R2 * (((float)43252 / (float)adcval)); //43252 equivalent ADC count if it was 3.3V and not 2.5V + float r = hwconf->thermistorSettings.thermistor_R2 * (((float)43252 / (float)adcval)); //43252 equivalent ADC count if it was 3.3V and not 2.5V // Beta - r = (1.0 / 298.15) + log(r / hwconf->thermistor_R) / hwconf->thermistor_Beta; + r = (1.0 / 298.15) + log(r / hwconf->thermistorSettings.thermistor_R) / hwconf->thermistorSettings.thermistor_Beta; r = 1.0 / r; r -= 273.15; return r; @@ -549,9 +549,9 @@ void TMC4671::Run(){ } // Temperature sense - if(conf.hwconf.temperatureEnabled){ + if(conf.hwconf.thermistorSettings.temperatureEnabled){ float temp = getTemp(); - if(temp > conf.hwconf.temp_limit){ + if(temp > conf.hwconf.thermistorSettings.temp_limit){ changeState(TMC_ControlState::OverTemp); pulseErrLed(); } @@ -651,7 +651,7 @@ void TMC4671::calibrateEncoder(){ // Report changes CommandHandler::broadcastCommandReply(CommandReply(abnconf.npol ? 1 : 0), (uint32_t)TMC4671_commands::encpol, CMDtype::get); }else if(conf.motconf.enctype == EncoderType_TMC::sincos || conf.motconf.enctype == EncoderType_TMC::uvw){ - if(!conf.hwconf.analogEncoderSkipCal){ + if(!conf.hwconf.flags.analog_enc_skip_cal){ calibrateAenc(); } }else if(conf.motconf.enctype == EncoderType_TMC::ext){ @@ -1364,8 +1364,8 @@ bool TMC4671::calibrateAdcOffset(uint16_t time){ uint32_t measurements_idle = 0; uint64_t totalA=0; uint64_t totalB=0; - bool allowTemp = conf.hwconf.temperatureEnabled; - conf.hwconf.temperatureEnabled = false; // Temp check interrupts adc + bool allowTemp = conf.hwconf.thermistorSettings.temperatureEnabled; + conf.hwconf.thermistorSettings.temperatureEnabled = false; // Temp check interrupts adc writeReg(0x03, 0); // Read raw adc PhiE lastphie = getPhiEtype(); MotionMode lastmode = getMotionMode(); @@ -1404,7 +1404,7 @@ bool TMC4671::calibrateAdcOffset(uint16_t time){ // setPwm(TMC_PwmMode::off); //Disable pwm // this->changeState(TMC_ControlState::HardError); adcCalibrated = false; - conf.hwconf.temperatureEnabled = allowTemp; + conf.hwconf.thermistorSettings.temperatureEnabled = allowTemp; return false; // An adc or shunt amp is likely broken. do not proceed. } conf.adc_I0_offset = offsetAidle; @@ -1415,7 +1415,7 @@ bool TMC4671::calibrateAdcOffset(uint16_t time){ setPhiEtype(lastphie); setMotionMode(lastmode,true); adcCalibrated = true; - conf.hwconf.temperatureEnabled = allowTemp; + conf.hwconf.thermistorSettings.temperatureEnabled = allowTemp; return true; } @@ -1449,7 +1449,7 @@ void TMC4671::encoderInit(){ setPosSel(PosSelection::PhiM_aenc); // Mechanical Angle setVelSel(VelSelection::PhiM_aenc); // Mechanical Angle (RPM) //setup_AENC(aencconf); - if(!conf.hwconf.analogEncoderSkipCal){ + if(!conf.hwconf.flags.analog_enc_skip_cal){ calibrateAenc(); } } @@ -1516,9 +1516,10 @@ void TMC4671::encoderInit(){ */ void TMC4671::setEncoderType(EncoderType_TMC type){ // If no external timer is set external encoder is not valid - if((!externalEncoderTimer || !externalEncoderAllowed()) && type == EncoderType_TMC::ext){ + if( !conf.hwconf.isEncSupported(type) || ((!externalEncoderTimer || !externalEncoderAllowed()) && type == EncoderType_TMC::ext)){ type = EncoderType_TMC::NONE; } + this->conf.motconf.enctype = type; this->statusMask.flags.AENC_N = 0; this->statusMask.flags.ENC_N = 0; @@ -2011,14 +2012,19 @@ bool TMC4671::externalEncoderAllowed(){ #ifndef TIM_TMC return false; #else - return allowExternalEncoder; + return allowExternalEncoder && conf.hwconf.flags.enc_ext; #endif } void TMC4671::setMotorType(MotorType motor,uint16_t poles){ + + if(!conf.hwconf.isMotSupported(motor)){ + motor = MotorType::NONE; + } if(motor == MotorType::DC){ poles = 1; } + conf.motconf.motor_type = motor; conf.motconf.pole_pairs = poles; uint32_t mtype = poles | ( ((uint8_t)motor&0xff) << 16); @@ -2686,167 +2692,47 @@ void TMC4671::restoreEncHallMisc(uint16_t val){ this->hallconf.interpolation = (val>>9) & 0x01; this->curPids.sequentialPI = (val>>10) & 0x01; - setHwType((TMC_HW_Ver)((val >> 11) & 0x1F)); + setHwType((uint8_t)((val >> 11) & 0x1F)); } + + /** * Sets some constants and features depending on the hardware version of the driver */ -void TMC4671::setHwType(TMC_HW_Ver type){ - //TMC4671HardwareTypeConf newHwConf; - switch(type){ - case TMC_HW_Ver::v1_3_66mv: - { - TMC4671HardwareTypeConf newHwConf = { - .hwVersion = TMC_HW_Ver::v1_3_66mv, - .adcOffset = 0, - .thermistor_R2 = 1500, - .thermistor_R = 10000, - .thermistor_Beta = 4300, - .temperatureEnabled = true, - .temp_limit = 90, - .currentScaler = 2.5 / (0x7fff * 0.066), // sensor 66mV/A - .brakeLimLow = 50700, - .brakeLimHigh = 50900, - .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), - .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 50, // DMTH8003SPS need longer deadtime - .analogEncoderSkipCal = false - }; - this->conf.hwconf = newHwConf; - break; - } - case TMC_HW_Ver::v1_2_2_100mv: - { - TMC4671HardwareTypeConf newHwConf = { - .hwVersion = TMC_HW_Ver::v1_2_2_100mv, - .adcOffset = 0, - .thermistor_R2 = 1500, - .thermistor_R = 10000, - .thermistor_Beta = 4300, - .temperatureEnabled = true, - .temp_limit = 90, - .currentScaler = 2.5 / (0x7fff * 0.1), // w. TMCS1100A2 sensor 100mV/A - .brakeLimLow = 50700, - .brakeLimHigh = 50900, - .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), - .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 40, - .analogEncoderSkipCal = false - }; - this->conf.hwconf = newHwConf; - break; - } - case TMC_HW_Ver::v1_2_2_LEM20: - { - // TODO possibly lower PWM limit because of lower valid sensor range - TMC4671HardwareTypeConf newHwConf = { - .hwVersion = TMC_HW_Ver::v1_2_2, - .adcOffset = 0, - .thermistor_R2 = 1500, - .thermistor_R = 10000, - .thermistor_Beta = 4300, - .temperatureEnabled = true, - .temp_limit = 90, - .currentScaler = 2.5 / (0x7fff * 0.04), // w. LEM 20 sensor 40mV/A - .brakeLimLow = 50700, - .brakeLimHigh = 50900, - .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), - .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 20, - .analogEncoderSkipCal = false - }; - this->conf.hwconf = newHwConf; - break; - } - case TMC_HW_Ver::v1_2_2: - { - // TODO possibly lower PWM limit because of lower valid sensor range - TMC4671HardwareTypeConf newHwConf = { - .hwVersion = TMC_HW_Ver::v1_2_2, - .adcOffset = 0, - .thermistor_R2 = 1500, - .thermistor_R = 10000, - .thermistor_Beta = 4300, - .temperatureEnabled = true, - .temp_limit = 90, - .currentScaler = 2.5 / (0x7fff * 0.08), // w. LEM 10 sensor 80mV/A - .brakeLimLow = 50700, - .brakeLimHigh = 50900, - .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), - .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 20, - .analogEncoderSkipCal = false - }; - this->conf.hwconf = newHwConf; - break; - } - - case TMC_HW_Ver::v1_2: - { - TMC4671HardwareTypeConf newHwConf = { - .hwVersion = TMC_HW_Ver::v1_2, - .adcOffset = 1000, - .thermistor_R2 = 1500, - .thermistor_R = 22000, - .thermistor_Beta = 4300, - .temperatureEnabled = true, - .temp_limit = 90, - .currentScaler = 2.5 / (0x7fff * 60.0 * 0.0015), // w. 60x 1.5mOhm sensor - .brakeLimLow = 50700, - .brakeLimHigh = 50900, - .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), - .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 20, - .analogEncoderSkipCal = false - }; - this->conf.hwconf = newHwConf; - // Activates around 60V as last resort failsave. Check offsets from tmc leakage. ~ 1.426V - break; - } - - - case TMC_HW_Ver::v1_0: - { - TMC4671HardwareTypeConf newHwConf = { - .hwVersion = TMC_HW_Ver::v1_0, - .adcOffset = 1000, - .thermistor_R2 = 0, - .thermistor_R = 0, - .thermistor_Beta = 0, - .temperatureEnabled = false, - .temp_limit = 90, - .currentScaler = 2.5 / (0x7fff * 60.0 * 0.0015), // w. 60x 1.5mOhm sensor - .brakeLimLow = 52400, - .brakeLimHigh = 52800, - .vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5), - .vSenseMult = VOLTAGE_MULT_DEFAULT, - .bbm = 20, - .analogEncoderSkipCal = false - }; - this->conf.hwconf = newHwConf; - - break; +void TMC4671::setHwType(uint8_t type){ + // If only one config is valid use this regardless of requested type + if(TMC4671::tmc4671_hw_configs.size() == 1){ + this->conf.hwconf = TMC4671::tmc4671_hw_configs[0]; + }else{ // Search for config matching requested type + for(const TMC4671HardwareTypeConf& newConf : TMC4671::tmc4671_hw_configs){ + if(type == newConf.hwVersion){ + this->conf.hwconf = newConf; + break; + } + } } - case TMC_HW_Ver::NONE: - { - default: - TMC4671HardwareTypeConf newHwConf; - newHwConf.temperatureEnabled = false; - newHwConf.hwVersion = TMC_HW_Ver::NONE; - newHwConf.currentScaler = 0; - this->conf.hwconf = newHwConf; - setBrakeLimits(0,0); // Disables internal brake resistor activation. DANGER! - break; - } - } setVSenseMult(this->conf.hwconf.vSenseMult); // Update vsense multiplier //setupBrakePin(vdiffAct, vdiffDeact, vMax); // TODO if required setBrakeLimits(this->conf.hwconf.brakeLimLow,this->conf.hwconf.brakeLimHigh); setBBM(this->conf.hwconf.bbm,this->conf.hwconf.bbm); + // Force changing motor and encoder types to prevent invalid types being selected if new hw type does not support them + setMotorType(this->conf.motconf.motor_type, this->conf.motconf.pole_pairs); + setEncoderType(this->conf.motconf.enctype); +} +/** + * Appends a formatted reply with currently available hardware version configs + */ +void TMC4671::replyHardwareVersions(const std::span& versions,std::vector& replies){ +// uint8_t idx = 0; + for(const TMC4671HardwareTypeConf& c : versions){ + if(this->canChangeHwType || c.hwVersion == this->conf.hwconf.hwVersion){ + replies.emplace_back( std::to_string((uint8_t)c.hwVersion) + ":" + c.name,(uint8_t)c.hwVersion); + } + } } void TMC4671::registerCommands(){ @@ -2933,10 +2819,16 @@ CommandStatus TMC4671::command(const ParsedCommand& cmd,std::vectorconf.motconf.motor_type); - }else if(cmd.type == CMDtype::set && (uint8_t)cmd.type < (uint8_t)MotorType::ERR){ + }else if(cmd.type == CMDtype::set && (uint8_t)cmd.type <= (uint8_t)MotorType::BLDC){ this->setMotorType((MotorType)cmd.val, this->conf.motconf.pole_pairs); }else{ - replies.emplace_back("NONE=0,DC=1,2Ph Stepper=2,3Ph BLDC=3"); + std::string rplstr = ""; + TMC4671HardwareTypeConf::SupportedModes_s* confflags = &conf.hwconf.flags; + if(confflags->mot_none) rplstr += "NONE=0,"; + if(confflags->mot_dc) rplstr += "DC=1,"; + if(confflags->mot_stepper) rplstr += "Stepper 2Ph=2,"; + if(confflags->mot_bldc) rplstr += "BLDC 3Ph=3"; + replies.emplace_back(rplstr); } break; @@ -2946,11 +2838,15 @@ CommandStatus TMC4671::command(const ParsedCommand& cmd,std::vectorsetEncoderType((EncoderType_TMC)cmd.val); }else{ - if(externalEncoderAllowed()) - replies.emplace_back("NONE=0,ABN=1,SinCos=2,Analog UVW=3,Hall=4,External=5"); - else - replies.emplace_back("NONE=0,ABN=1,SinCos=2,Analog UVW=3,Hall=4"); - + std::string rplstr = ""; + TMC4671HardwareTypeConf::SupportedModes_s* confflags = &conf.hwconf.flags; + if(confflags->enc_none) rplstr += "NONE=0,"; + if(confflags->enc_abn) rplstr += "ABN=1,"; + if(confflags->enc_sincos) rplstr += "SinCos=2,"; + if(confflags->enc_uvw) rplstr += "UVW=3,"; + if(confflags->enc_hall) rplstr += "HALL=4,"; + if(confflags->enc_ext && externalEncoderAllowed()) rplstr += "External=5"; + replies.emplace_back(rplstr); } break; @@ -2958,16 +2854,11 @@ CommandStatus TMC4671::command(const ParsedCommand& cmd,std::vector({conf1_3,conf1_2_2,conf1_2,conf1_0}); +std::span TMC4671::tmc4671_hw_configs = tmc4671_hw_configs_array; +#endif + +// Only a single config with default settings. Some defaults can be overridden by defines +#ifdef TMC4671_CUSTOM_DEFAULT_HWCONF +const TMC4671HardwareTypeConf defaultconf; +const auto tmc4671_hw_configs_array = std::to_array({defaultconf}); +std::span TMC4671::tmc4671_hw_configs = tmc4671_hw_configs_array; + +#endif From 6fbe1a510c1be06dd79bfb2918ff7feb7f967364 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Thu, 22 Feb 2024 12:05:40 +0100 Subject: [PATCH 10/87] TMC allow autotuning I term definition --- Firmware/FFBoard/UserExtensions/Inc/TMC4671.h | 4 ++++ Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp | 2 +- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h index fb5563b33..425f76ae3 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h +++ b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h @@ -50,6 +50,10 @@ extern TIM_HandleTypeDef TIM_TMC; #ifndef TMC4671_DEFAULT_ANALOGENC_SKIPCAL #define TMC4671_DEFAULT_ANALOGENC_SKIPCAL 0 #endif +#ifndef TMC4671_ITUNE_CUTOFF +#define TMC4671_ITUNE_CUTOFF 0.04 +#endif + enum class TMC_ControlState : uint32_t {uninitialized,waitPower,Shutdown,Running,EncoderInit,EncoderFinished,HardError,OverTemp,IndexSearch,FullCalibration,ExternalEncoderInit,Pidautotune}; diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index f59aa92b0..38ef00d46 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -726,7 +726,7 @@ bool TMC4671::pidAutoTune(){ flux = getActualFlux(); } - if(peakflux > (targetflux + ( targetflux * 0.03))) // Overshoot target by 3% + if(peakflux > (targetflux + ( targetflux * TMC4671_ITUNE_CUTOFF))) // Overshoot target by 4% default { fluxI -= step_i; // Revert last step break; From ed6567666e55c1e7883a2ac25ab8dc2ecefef98a Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Thu, 22 Feb 2024 12:06:23 +0100 Subject: [PATCH 11/87] Commandhandler split register command template and prepared overriding Saves memory on smaller template function --- Firmware/FFBoard/Inc/CommandHandler.h | 27 ++++++++++++------- Firmware/FFBoard/Src/CommandHandler.cpp | 36 +++++++++++++++++++++++++ 2 files changed, 54 insertions(+), 9 deletions(-) diff --git a/Firmware/FFBoard/Inc/CommandHandler.h b/Firmware/FFBoard/Inc/CommandHandler.h index 0a5cb92a7..71c005a53 100644 --- a/Firmware/FFBoard/Inc/CommandHandler.h +++ b/Firmware/FFBoard/Inc/CommandHandler.h @@ -13,7 +13,7 @@ #include "mutex.hpp" #include "ClassIDs.h" #include - +#include #define CMDFLAG_GET 0x01 #define CMDFLAG_SET 0x02 @@ -22,6 +22,7 @@ #define CMDFLAG_SETADR 0x20 #define CMDFLAG_HIDDEN 0x40 #define CMDFLAG_DEBUG 0x80 +#define CMDFLAG_EXTOVERRIDE 0x80000000 #define CMDFLAG_STR_ONLY 0x100 #define CMDFLAG_HID_ONLY 0x200 // Command not available for string based parsers @@ -50,8 +51,8 @@ class CmdHandlerCommanddef {}; const char* cmd = nullptr; const char* helpstring = nullptr; - const uint32_t cmdId; - const uint32_t flags; + uint32_t cmdId; + uint32_t flags; }; struct CmdHandlerInfo @@ -260,17 +261,22 @@ class CommandHandler { */ template void registerCommand(const char* cmd,const ID cmdid,const char* help=nullptr,uint32_t flags = 0){ - for(CmdHandlerCommanddef& cmdDef : registeredCommands){ - if(cmdDef.cmdId == static_cast(cmdid)) - return; //already present - } + registerCommand_INT(cmd, static_cast(cmdid), help, flags); + } - this->registeredCommands.emplace_back(cmd, help,static_cast(cmdid),flags); - this->registeredCommands.shrink_to_fit(); + + virtual void postCmdhandlerInit(){}; // Can implement in external file to override command flags + template + /** + * Can override command flags to make it read only + */ + void overrideCommandFlags(const ID cmdid,uint32_t flagmask = 0){ + overrideCommandFlags_INT(static_cast(cmdid), flagmask); } + protected: void setInstance(uint8_t instance); bool commandsEnabled = true; @@ -287,6 +293,9 @@ class CommandHandler { CmdHandlerInfo cmdHandlerInfo; + void registerCommand_INT(const char* cmd,const uint32_t cmdid,const char* help=nullptr,uint32_t flags = 0); + void overrideCommandFlags_INT(const uint32_t cmdid,uint32_t flagmask = CMDFLAG_GET | CMDFLAG_GETADR); + }; #endif /* COMMANDHANDLER_H_ */ diff --git a/Firmware/FFBoard/Src/CommandHandler.cpp b/Firmware/FFBoard/Src/CommandHandler.cpp index 1c488a832..95cf4d823 100644 --- a/Firmware/FFBoard/Src/CommandHandler.cpp +++ b/Firmware/FFBoard/Src/CommandHandler.cpp @@ -523,3 +523,39 @@ void CommandHandler::removeCommandHandler(){ removeCallbackHandler(getCommandHandlers(), this); //cmdHandlerListMutex.Unlock(); } + +/** + * Registers a new command. Called by registerCommand template + */ +void CommandHandler::registerCommand_INT(const char* cmd,const uint32_t cmdid,const char* help,uint32_t flags){ + for(auto it = registeredCommands.begin();it!=registeredCommands.end();++it){ + CmdHandlerCommanddef& cmdDef = *it; + if(cmdDef.cmdId == cmdid){ + if(cmdDef.flags & CMDFLAG_EXTOVERRIDE){ + // Override dummy present. Only update other data if not present and honor flag mask + flags &= flags | CMDFLAG_EXTOVERRIDE; + registeredCommands.erase(it); // Remove old dummy + break; + }else{ + return; //already present + } + } + } + + this->registeredCommands.emplace_back(cmd, help,cmdid,flags); + this->registeredCommands.shrink_to_fit(); +} + +/** + * Adds an override dummy or changes flags of a command. Called by template. TODO untested + */ +void CommandHandler::overrideCommandFlags_INT(const uint32_t cmdid,uint32_t flagmask){ + for(CmdHandlerCommanddef& cmdDef : registeredCommands){ + if(cmdDef.cmdId == static_cast(cmdid)){ + cmdDef.flags &= flagmask; + cmdDef.flags |= CMDFLAG_EXTOVERRIDE; + return; //already present + } + } + this->registeredCommands.emplace_back(nullptr, nullptr,cmdid,flagmask); // Dummy +} From 5febed31c7119233a5529c806b6cc38dab8599e3 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Mon, 26 Feb 2024 16:46:00 +0100 Subject: [PATCH 12/87] Make FFB capable axes optionally report 32b gamepad values --- Firmware/FFBoard/Inc/AxesManager.h | 2 -- Firmware/FFBoard/Inc/Axis.h | 2 +- Firmware/FFBoard/Inc/EffectsCalculator.h | 2 +- Firmware/FFBoard/Inc/ffb_defs.h | 17 +++++++++-- Firmware/FFBoard/Src/Axis.cpp | 26 +++++++++-------- Firmware/FFBoard/Src/EffectsCalculator.cpp | 6 ++-- .../UserExtensions/Inc/usb_hid_ffb_desc.h | 28 ++++++++++++++++++- .../FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 4 +++ .../UserExtensions/Src/usb_hid_1ffb_desc.c | 13 +++++++++ .../UserExtensions/Src/usb_hid_2ffb_desc.c | 13 +++++++++ .../UserExtensions/Src/usb_hid_gamepad.c | 13 +++++++++ 11 files changed, 104 insertions(+), 22 deletions(-) diff --git a/Firmware/FFBoard/Inc/AxesManager.h b/Firmware/FFBoard/Inc/AxesManager.h index f1b9e3762..46527d225 100644 --- a/Firmware/FFBoard/Inc/AxesManager.h +++ b/Firmware/FFBoard/Inc/AxesManager.h @@ -49,8 +49,6 @@ class AxesManager private: volatile Control_t* control; - volatile bool *p_usb_disabled; - volatile bool *p_emergency; std::shared_ptr effects_calc; uint16_t axis_count = 0; std::vector> axes; diff --git a/Firmware/FFBoard/Inc/Axis.h b/Firmware/FFBoard/Inc/Axis.h index 05e87fdc9..0fdfcb7bc 100644 --- a/Firmware/FFBoard/Inc/Axis.h +++ b/Firmware/FFBoard/Inc/Axis.h @@ -71,7 +71,7 @@ struct AxisConfig struct metric_t { float accel = 0; // in deg/s² float speed = 0; // in deg/s - int32_t pos = 0; // scaled position as 16b int -0x7fff to 0x7fff + int32_t pos_scaled_16b = 0; // scaled position as 16b int -0x7fff to 0x7fff matching FFB ranges float pos_f = 0; // scaled position as float. -1 to 1 range float posDegrees = 0; // Position in degrees. Not scaled to selected range int32_t torque = 0; // total of effect + endstop torque diff --git a/Firmware/FFBoard/Inc/EffectsCalculator.h b/Firmware/FFBoard/Inc/EffectsCalculator.h index e065c0335..3728f6cca 100644 --- a/Firmware/FFBoard/Inc/EffectsCalculator.h +++ b/Firmware/FFBoard/Inc/EffectsCalculator.h @@ -84,7 +84,7 @@ class EffectsCalculator: public PersistentStorage, uint8_t getGain(); void logEffectType(uint8_t type,bool remove = false); //void setDirectionEnableMask(uint8_t mask); - void calcStatsEffectType(uint8_t type, int16_t force,uint8_t axis); + void calcStatsEffectType(uint8_t type, int32_t force,uint8_t axis); void logEffectState(uint8_t type,uint8_t state); void resetLoggedActiveEffects(bool reinit); diff --git a/Firmware/FFBoard/Inc/ffb_defs.h b/Firmware/FFBoard/Inc/ffb_defs.h index e78b1e6fd..c5596b073 100644 --- a/Firmware/FFBoard/Inc/ffb_defs.h +++ b/Firmware/FFBoard/Inc/ffb_defs.h @@ -96,15 +96,25 @@ // Only include these for cpp #ifdef __cplusplus -// HID gamepad report - struct __attribute__((__packed__)) reportHID_t { uint8_t id = 1; uint64_t buttons = 0; +#if defined(HIDAXISRES_32B) && MAX_AXIS >= 1 + int32_t X = 0; +#else int16_t X = 0; +#endif +#if defined(HIDAXISRES_32B) && MAX_AXIS >= 2 + int32_t Y = 0; +#else int16_t Y = 0; +#endif +#if defined(HIDAXISRES_32B) && MAX_AXIS >= 3 + int32_t Z = 0; +#else int16_t Z = 0; +#endif int16_t RX = 0; int16_t RY = 0; int16_t RZ = 0; @@ -115,7 +125,8 @@ struct __attribute__((__packed__)) reportHID_t { /* * Helper function to access analog axes in packed HID report struct */ -inline void setHidReportAxis(reportHID_t *report, uint8_t idx, int16_t val){ +inline void setHidReportAxis(reportHID_t *report, uint8_t idx, uint32_t val){ + switch(idx){ case 0: report->X = val; diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index 2a61616b4..f3855525e 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -553,17 +553,21 @@ metric_t* Axis::getMetrics() { } /** - * Returns position as 16b int scaled to gamepad range + * Returns position as int scaled to gamepad range */ int32_t Axis::getLastScaledEnc() { - return clip(metric.current.pos,-0x7fff,0x7fff); +#if defined(HIDAXISRES_32B) + return clip(metric.current.pos_f * 0x7fffffff,-0x7fffffff,0x7fffffff); // Calc from float pos +#else + return clip(metric.current.pos_scaled_16b,-0x7fff,0x7fff); +#endif } /** * Changes intensity of idle spring when FFB is off */ int32_t Axis::updateIdleSpringForce() { - return clip((int32_t)(-metric.current.pos*idlespringscale),-idlespringclip,idlespringclip); + return clip((int32_t)(-metric.current.pos_scaled_16b*idlespringscale),-idlespringclip,idlespringclip); } /* @@ -638,7 +642,7 @@ void Axis::setFxRatio(uint8_t val) { void Axis::resetMetrics(float new_pos= 0) { // pos is degrees metric.current = metric_t(); metric.current.posDegrees = new_pos; - std::tie(metric.current.pos,metric.current.pos_f) = scaleEncValue(new_pos, degreesOfRotation); + std::tie(metric.current.pos_scaled_16b,metric.current.pos_f) = scaleEncValue(new_pos, degreesOfRotation); metric.previous = metric_t(); // Reset filters speedFilter.calcBiquad(); @@ -653,7 +657,7 @@ void Axis::updateMetrics(float new_pos) { // pos is degrees metric.previous = metric.current; metric.current.posDegrees = new_pos; - std::tie(metric.current.pos,metric.current.pos_f) = scaleEncValue(new_pos, degreesOfRotation); + std::tie(metric.current.pos_scaled_16b,metric.current.pos_f) = scaleEncValue(new_pos, degreesOfRotation); // compute speed and accel from raw instant speed normalized @@ -692,7 +696,7 @@ float Axis::getTorqueScaler(){ } -int32_t Axis::getTorque() { return metric.current.torque; } +int32_t Axis::getTorque() { return metric.previous.torque; } bool Axis::isInverted() { return invertAxis; @@ -702,7 +706,7 @@ bool Axis::isInverted() { * Calculate soft endstop effect */ int16_t Axis::updateEndstop(){ - int8_t clipdir = cliptest(metric.current.pos, -0x7fff, 0x7fff); + int8_t clipdir = cliptest(metric.current.pos_scaled_16b, -0x7fff, 0x7fff); if(clipdir == 0){ return 0; } @@ -975,16 +979,16 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& break; case Axis_commands::curpos: - replies.emplace_back(this->metric.current.pos); + replies.emplace_back(this->metric.previous.pos_scaled_16b); break; case Axis_commands::curtorque: - replies.emplace_back(this->metric.current.torque); + replies.emplace_back(getTorque()); break; case Axis_commands::curspd: - replies.emplace_back(this->metric.current.speed); + replies.emplace_back(this->metric.previous.speed); break; case Axis_commands::curaccel: - replies.emplace_back(this->metric.current.accel); + replies.emplace_back(this->metric.previous.accel); break; case Axis_commands::reductionScaler: diff --git a/Firmware/FFBoard/Src/EffectsCalculator.cpp b/Firmware/FFBoard/Src/EffectsCalculator.cpp index 688afb25f..a75d745c1 100644 --- a/Firmware/FFBoard/Src/EffectsCalculator.cpp +++ b/Firmware/FFBoard/Src/EffectsCalculator.cpp @@ -313,7 +313,7 @@ int32_t EffectsCalculator::calcComponentForce(FFB_Effect *effect, int32_t forceV case FFB_EFFECT_SPRING: { - float pos = metrics->pos; + float pos = metrics->pos_scaled_16b; result_torque -= calcConditionEffectForce(effect, pos, gain.spring, con_idx, scaler.spring, angle_ratio); break; } @@ -669,12 +669,12 @@ void EffectsCalculator::logEffectState(uint8_t type,uint8_t state){ } -void EffectsCalculator::calcStatsEffectType(uint8_t type, int16_t force,uint8_t axis){ +void EffectsCalculator::calcStatsEffectType(uint8_t type, int32_t force,uint8_t axis){ if(axis >= MAX_AXIS) return; if(type > 0 && type < 13) { uint8_t arrayLocation = type - 1; - effects_stats[arrayLocation].current[axis] = clip(effects_stats[arrayLocation].current[axis] + force, -0x7fff, 0x7fff); + effects_stats[arrayLocation].current[axis] = clip(effects_stats[arrayLocation].current[axis] + force, -0x7fff, 0x7fff); effects_stats[arrayLocation].max[axis] = std::max(effects_stats[arrayLocation].max[axis], (int16_t)abs(force)); } } diff --git a/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h b/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h index d6067effe..ea9aee670 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h +++ b/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h @@ -9,18 +9,44 @@ #define USB_INC_USB_HID_FFB_DESC_H_ #include "constants.h" +#if defined(HIDAXISRES_32B) +#define HIDDESC_32B_ENTRY(count) /* LOGICAL_MINIMUM (-7FFFFFFF)*/\ + 0x17, 0x01, 0x00, 0x00, 0x80, \ + /* LOGICAL_MAXIMUM (7FFFFFFF)*/\ + 0x27, 0xff, 0xff, 0xff, 0x7f,\ + /* REPORT_SIZE (16)*/\ + 0x75, 0x20,\ + /* REPORT_COUNT */\ + 0x95, count,\ +/* INPUT (Data,Var,Abs)*/\ + 0x81, 0x02, +#define HIDDESC_32B_ENTRY_SIZE 12 // 12 bytes extra for additional 16b definition 2B count +#endif +#if defined(HIDAXISRES_32B) +#define USB_HID_1FFB_REPORT_DESC_SIZE 1196 + 16 +#else #define USB_HID_1FFB_REPORT_DESC_SIZE 1196 +#endif #ifdef AXIS1_FFB_HID_DESC extern const uint8_t hid_1ffb_desc[USB_HID_1FFB_REPORT_DESC_SIZE]; #endif -#define USB_HID_2FFB_REPORT_DESC_SIZE 1215//1213 +#if defined(HIDAXISRES_32B) +#define USB_HID_2FFB_REPORT_DESC_SIZE 1215 + 16 +#else +#define USB_HID_2FFB_REPORT_DESC_SIZE 1215 +#endif + #ifdef AXIS2_FFB_HID_DESC extern const uint8_t hid_2ffb_desc[USB_HID_2FFB_REPORT_DESC_SIZE]; #endif +#if defined(HIDAXISRES_32B) +#define USB_HID_GAMEPAD_REPORT_DESC_SIZE 176 + 16 +#else #define USB_HID_GAMEPAD_REPORT_DESC_SIZE 176 +#endif #ifdef FFB_HID_DESC_GAMEPAD extern const uint8_t hid_gamepad_desc[USB_HID_GAMEPAD_REPORT_DESC_SIZE]; #endif diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index 3fd91228c..0ef76ac3f 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -175,8 +175,12 @@ void FFBHIDMain::send_report(){ for(int32_t val : *axes){ if(count >= analogAxisCount) break; +#ifdef HIDAXISRES_32B + if(count <= MAX_AXIS) val = val << 16; // Shift up 16 bit to fill 32b value. Primary axis is 32b +#endif setHidReportAxis(&reportHID,count++,val); } + // sourcesSem.Give(); // Fill rest for(;count Date: Mon, 4 Mar 2024 16:10:13 +0100 Subject: [PATCH 13/87] Allow changing FFB update rates Forwards new samplerate to filters. Needs presets, non timer handling, better FX samplerate resolutions --- Firmware/FFBoard/Inc/AxesManager.h | 2 + Firmware/FFBoard/Inc/Axis.h | 5 +- Firmware/FFBoard/Inc/EffectsCalculator.h | 9 +- Firmware/FFBoard/Inc/HidFFB.h | 1 + Firmware/FFBoard/Inc/SerialFFB.h | 1 + Firmware/FFBoard/Src/AxesManager.cpp | 24 +++-- Firmware/FFBoard/Src/Axis.cpp | 24 +++-- Firmware/FFBoard/Src/EffectsCalculator.cpp | 25 ++++-- Firmware/FFBoard/Src/Filters.cpp | 2 + Firmware/FFBoard/Src/HidFFB.cpp | 4 + Firmware/FFBoard/Src/SerialFFB.cpp | 4 + .../FFBoard/UserExtensions/Inc/FFBHIDMain.h | 34 +++++++- .../FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 87 ++++++++++++++++--- 13 files changed, 178 insertions(+), 44 deletions(-) diff --git a/Firmware/FFBoard/Inc/AxesManager.h b/Firmware/FFBoard/Inc/AxesManager.h index 46527d225..fb361e127 100644 --- a/Firmware/FFBoard/Inc/AxesManager.h +++ b/Firmware/FFBoard/Inc/AxesManager.h @@ -47,6 +47,8 @@ class AxesManager void emergencyStop(bool reset); void resetPosZero(); + void updateSamplerate(float newSamplerate); + private: volatile Control_t* control; std::shared_ptr effects_calc; diff --git a/Firmware/FFBoard/Inc/Axis.h b/Firmware/FFBoard/Inc/Axis.h index 0fdfcb7bc..5b044c187 100644 --- a/Firmware/FFBoard/Inc/Axis.h +++ b/Firmware/FFBoard/Inc/Axis.h @@ -171,6 +171,9 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle bool updateTorque(int32_t* totalTorque); + void updateSamplerate(float newSamplerate); + void updateFilters(uint8_t profileId); + void setGearRatio(uint8_t numerator,uint8_t denominator); static const std::vector> axis1_drivers; @@ -259,7 +262,7 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle const biquad_constant_t filterFrictionCst = {50, 20}; const biquad_constant_t filterInertiaCst = {20, 20}; uint8_t filterProfileId = 1; // Default medium (1) as this is the most common encoder resolution and users can go lower or higher if required. - const float filter_f = 1000; // 1khz + float filter_f = 1000; // 1khz default. should be set at runtime once the actual rate is known const int32_t intFxClip = 20000; uint8_t damperIntensity = 30; diff --git a/Firmware/FFBoard/Inc/EffectsCalculator.h b/Firmware/FFBoard/Inc/EffectsCalculator.h index 3728f6cca..feff5f0a0 100644 --- a/Firmware/FFBoard/Inc/EffectsCalculator.h +++ b/Firmware/FFBoard/Inc/EffectsCalculator.h @@ -100,6 +100,8 @@ class EffectsCalculator: public PersistentStorage, // Thread impl void Run(); + void updateSamplerate(float newSamplerate); // Must be called if update rate is changed to update filters and effects + protected: @@ -108,7 +110,7 @@ class EffectsCalculator: public PersistentStorage, // Filters effect_biquad_t filter[2]; // 0 is the default profile and the custom for CFFilter, CUSTOM_PROFILE_ID is the custom slot uint8_t filterProfileId = 0; - const uint32_t calcfrequency = 1000; // HID frequency 1khz + uint32_t calcfrequency = 1000; // HID frequency 1khz const float qfloatScaler = 0.01; // Rescale factor for conditional effect to boost or decrease the intensity @@ -150,10 +152,11 @@ class EffectsControlItf{ virtual void set_gain(uint8_t gain) = 0; virtual void cfUpdateEvent(); virtual void fxUpdateEvent(); + virtual void updateSamplerate(float newSamplerate) = 0; // Should be called when update loop rate is changed private: - FastMovingAverage fxPeriodAvg{20}; - FastMovingAverage cfUpdatePeriodAvg{20}; + FastMovingAverage fxPeriodAvg{5}; + FastMovingAverage cfUpdatePeriodAvg{5}; uint32_t lastFxUpdate = 0; uint32_t lastCfUpdate = 0; diff --git a/Firmware/FFBoard/Inc/HidFFB.h b/Firmware/FFBoard/Inc/HidFFB.h index 28ddc6707..7dae12394 100644 --- a/Firmware/FFBoard/Inc/HidFFB.h +++ b/Firmware/FFBoard/Inc/HidFFB.h @@ -39,6 +39,7 @@ class HidFFB: public UsbHidHandler, public EffectsControlItf { void sendStatusReport(uint8_t effect); void setDirectionEnableMask(uint8_t mask); + void updateSamplerate(float newSamplerate); private: // HID diff --git a/Firmware/FFBoard/Inc/SerialFFB.h b/Firmware/FFBoard/Inc/SerialFFB.h index e16cfc1a7..9ec6e26be 100644 --- a/Firmware/FFBoard/Inc/SerialFFB.h +++ b/Firmware/FFBoard/Inc/SerialFFB.h @@ -37,6 +37,7 @@ class SerialFFB : public CommandHandler, public EffectsControlItf{ void setMagnitude(uint8_t idx,int16_t magnitude); void setEffectState(uint8_t id, bool state); + void updateSamplerate(float newSamplerate); private: static ClassIdentifier info; diff --git a/Firmware/FFBoard/Src/AxesManager.cpp b/Firmware/FFBoard/Src/AxesManager.cpp index dd1edd726..c2855fe11 100644 --- a/Firmware/FFBoard/Src/AxesManager.cpp +++ b/Firmware/FFBoard/Src/AxesManager.cpp @@ -102,19 +102,25 @@ bool AxesManager::setAxisCount(int8_t count) { } void AxesManager::usbSuspend() { - for (auto &axis : axes) { - axis->usbSuspend(); - } + for (auto &axis : axes) { + axis->usbSuspend(); + } } void AxesManager::usbResume() { - for (auto &axis : axes) { - axis->usbResume(); - } + for (auto &axis : axes) { + axis->usbResume(); + } } void AxesManager::resetPosZero() { - for (auto &axis : axes) { - axis->setPos(0); - } + for (auto &axis : axes) { + axis->setPos(0); + } +} + +void AxesManager::updateSamplerate(float newSamplerate){ + for (auto &axis : axes) { + axis->updateSamplerate(newSamplerate); + } } diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index f3855525e..cc9c717bc 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -661,9 +661,9 @@ void Axis::updateMetrics(float new_pos) { // pos is degrees // compute speed and accel from raw instant speed normalized - float currentSpeed = (new_pos - metric.previous.posDegrees) * 1000.0; // deg/s + float currentSpeed = (new_pos - metric.previous.posDegrees) * this->filter_f; // deg/s metric.current.speed = speedFilter.process(currentSpeed); - metric.current.accel = accelFilter.process((currentSpeed - _lastSpeed))* 1000.0; // deg/s/s + metric.current.accel = accelFilter.process((currentSpeed - _lastSpeed))* this->filter_f; // deg/s/s _lastSpeed = currentSpeed; } @@ -796,6 +796,20 @@ bool Axis::updateTorque(int32_t* totalTorque) { return (torqueChanged); } +void Axis::updateSamplerate(float newSamplerate){ + this->filter_f = newSamplerate; + this->updateFilters(this->filterProfileId); // Recalculate filters +} + +void Axis::updateFilters(uint8_t profileId){ + this->filterProfileId = profileId; + speedFilter.setFc(filterSpeedCst[this->filterProfileId].freq / filter_f); + speedFilter.setQ(filterSpeedCst[this->filterProfileId].q / 100.0); + accelFilter.setFc(filterAccelCst[this->filterProfileId].freq / filter_f); + accelFilter.setQ(filterAccelCst[this->filterProfileId].q / 100.0); + damperFilter.setFc(filterDamperCst.freq/filter_f); +} + /** * Starts fading in force from start to 1 over fadeTime */ @@ -1007,11 +1021,7 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& else if (cmd.type == CMDtype::set) { uint32_t value = clip(cmd.val, 0, filterSpeedCst.size()-1); - this->filterProfileId = value; - speedFilter.setFc(filterSpeedCst[this->filterProfileId].freq / filter_f); - speedFilter.setQ(filterSpeedCst[this->filterProfileId].q / 100.0); - accelFilter.setFc(filterAccelCst[this->filterProfileId].freq / filter_f); - accelFilter.setQ(filterAccelCst[this->filterProfileId].q / 100.0); + this->updateFilters(value); } break; case Axis_commands::filterSpeed: diff --git a/Firmware/FFBoard/Src/EffectsCalculator.cpp b/Firmware/FFBoard/Src/EffectsCalculator.cpp index a75d745c1..6c8947919 100644 --- a/Firmware/FFBoard/Src/EffectsCalculator.cpp +++ b/Firmware/FFBoard/Src/EffectsCalculator.cpp @@ -74,6 +74,15 @@ void EffectsCalculator::setActive(bool active) setClipLed(active); } +void EffectsCalculator::updateSamplerate(float newSamplerate){ + this->calcfrequency = newSamplerate; + for(FFB_Effect &effect : this->effects){ + if(effect.filter[0]){ // Update filters if effect has filters + setFilters(&effect); + } + } +} + /* If the metric is less than CP Offset - Dead Band, then the resulting force is given by the following formula: @@ -1001,12 +1010,12 @@ int32_t EffectsCalculator::find_free_effect(uint8_t type){ */ uint32_t EffectsControlItf::getRate(){ float periodAvg = fxPeriodAvg.getAverage(); - if((HAL_GetTick() - lastFxUpdate) > 1000 || periodAvg == 0){ + if((micros() - lastFxUpdate) > 1000000 || periodAvg == 0){ // Reset average fxPeriodAvg.clear(); return 0; }else{ - return (1000.0/periodAvg); + return (1000000.0/periodAvg); } } @@ -1015,22 +1024,22 @@ uint32_t EffectsControlItf::getRate(){ */ uint32_t EffectsControlItf::getConstantForceRate(){ float periodAvg = cfUpdatePeriodAvg.getAverage(); - if((HAL_GetTick() - lastCfUpdate) > 1000 || periodAvg == 0){ + if((micros() - lastCfUpdate) > 1000000 || periodAvg == 0){ // Reset average cfUpdatePeriodAvg.clear(); return 0; }else{ - return (1000.0/periodAvg); + return (1000000.0/periodAvg); } } void EffectsControlItf::cfUpdateEvent(){ - cfUpdatePeriodAvg.addValue((uint32_t)(HAL_GetTick() - lastCfUpdate)); - lastCfUpdate = HAL_GetTick(); + cfUpdatePeriodAvg.addValue((uint32_t)(micros() - lastCfUpdate)); + lastCfUpdate = micros(); } void EffectsControlItf::fxUpdateEvent(){ - fxPeriodAvg.addValue((uint32_t)(HAL_GetTick() - lastFxUpdate)); - lastFxUpdate = HAL_GetTick(); + fxPeriodAvg.addValue((uint32_t)(micros() - lastFxUpdate)); + lastFxUpdate = micros(); } diff --git a/Firmware/FFBoard/Src/Filters.cpp b/Firmware/FFBoard/Src/Filters.cpp index a62074783..a9c59330a 100644 --- a/Firmware/FFBoard/Src/Filters.cpp +++ b/Firmware/FFBoard/Src/Filters.cpp @@ -3,6 +3,8 @@ * * Created on: Feb 13, 2020 * Author: Yannick + * + * Based on http://www.earlevel.com/main/2012/11/26/biquad-c-source-code/ */ #include "Filters.h" diff --git a/Firmware/FFBoard/Src/HidFFB.cpp b/Firmware/FFBoard/Src/HidFFB.cpp index 21835fef3..5b12a41f7 100644 --- a/Firmware/FFBoard/Src/HidFFB.cpp +++ b/Firmware/FFBoard/Src/HidFFB.cpp @@ -39,6 +39,10 @@ void HidFFB::setDirectionEnableMask(uint8_t mask){ this->directionEnableMask = mask; } +void HidFFB::updateSamplerate(float newSamplerate){ + effects_calc->updateSamplerate(newSamplerate); +} + bool HidFFB::getFfbActive(){ return this->ffb_active; diff --git a/Firmware/FFBoard/Src/SerialFFB.cpp b/Firmware/FFBoard/Src/SerialFFB.cpp index a439850d4..6e00d25d0 100644 --- a/Firmware/FFBoard/Src/SerialFFB.cpp +++ b/Firmware/FFBoard/Src/SerialFFB.cpp @@ -121,6 +121,10 @@ void SerialFFB::setEffectState(uint8_t id, bool state){ effects[id].state = state ? 1 : 0; } +void SerialFFB::updateSamplerate(float newSamplerate){ + effects_calc->updateSamplerate(newSamplerate); +} + CommandStatus SerialFFB::command(const ParsedCommand& cmd,std::vector& replies){ CommandStatus status = CommandStatus::OK; EffectsControlItf::fxUpdateEvent(); diff --git a/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h b/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h index 72855f793..b383b95d7 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h +++ b/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h @@ -33,7 +33,11 @@ #include "SelectableInputs.h" #include "thread.hpp" -class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentStorage,ExtiHandler,public UsbHidHandler, ErrorHandler, SelectableInputs{ +class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentStorage,ExtiHandler,public UsbHidHandler, ErrorHandler, SelectableInputs +#ifdef TIM_FFB +, TimerHandler // Adds timer handler +#endif +{ enum class FFBWheel_commands : uint32_t{ ffbactive,axes,btntypes,lsbtn,addbtn,aintypes,lsain,addain,hidrate,hidsendspd,estop,cfrate }; @@ -74,6 +78,11 @@ class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentSto void errorCallback(const Error &error, bool cleared); void systick(); +#ifdef TIM_FFB + void timerElapsed(TIM_HandleTypeDef* htim); +#endif + + float getCurFFBFreq(); protected: std::shared_ptr ffb; @@ -91,9 +100,28 @@ class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentSto * Warning: Report rate initialized by bInterval is overridden by saved speed preset at startup! */ void setReportRate(uint8_t rateidx); - uint8_t usb_report_rate = HID_BINTERVAL; //1 = 1000hz, 2 = 500hz, 3 = 333hz 4 = 250hz, 5 = 200hz 6 = 166hz, 8 = 125hz etc... + uint8_t usb_report_rate = HID_BINTERVAL; //for FS USB 1 = 1000hz, 2 = 500hz, 3 = 333hz 4 = 250hz, 5 = 200hz 6 = 166hz, 8 = 125hz etc... uint8_t usb_report_rate_idx = 0; - const uint8_t usb_report_rates[4] = {1,2,4,8}; // Maps stored hid speed to report rates +#ifndef TIM_FFB + uint8_t ffb_rate_divider = 0; +#endif + + + struct FFB_update_rates{ + struct FFB_update_rate_divider{ + uint8_t basediv; + uint8_t hiddiv; + }; +#if TUD_OPT_HIGH_SPEED // divider pair + uint32_t basefreq = 8000; + std::array dividers = {{{1,1},{2,1},{4,1},{8,1},{16,1},{32,1},{64,1}}}; // 8khz to 125hz +#else + uint32_t basefreq = 1000; + std::array dividers = {{{1,1},{2,1},{4,1},{8,1}}}; // 8 entries max. 1khz to 125hz +#endif + }; + //const uint8_t usb_report_rates[4] = {1,2,4,8}; // Maps stored hid speed to report rates + const static FFB_update_rates ffbrates; std::string usb_report_rates_names(); diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index 0ef76ac3f..28ac4e58f 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -14,6 +14,14 @@ #include "cmsis_os.h" extern osThreadId_t defaultTaskHandle; +#ifdef TIM_FFB +extern TIM_HandleTypeDef TIM_FFB; +#endif + +#ifndef OVERRIDE_FFBRATES +const FFBHIDMain::FFB_update_rates FFBHIDMain::ffbrates; // Default rates +#endif + ////////////////////////////////////////////// @@ -76,7 +84,7 @@ void FFBHIDMain::saveFlash(){ Flash_Write(ADR_FFBWHEEL_ANALOGCONF,this->ainsources); uint8_t conf1 = 0; - conf1 |= usb_report_rate_idx & 0x3; + conf1 |= usb_report_rate_idx & 0x7; Flash_Write(ADR_FFBWHEEL_CONF1,conf1); } @@ -90,9 +98,16 @@ void FFBHIDMain::Run(){ // control.emergency = true; // Immediately enter emergency state but without notifying other classes yet lastEstop = HAL_GetTick(); } +#endif +#ifdef TIM_FFB + HAL_TIM_Base_Start_IT(&TIM_FFB); // Start generating updates #endif while(true){ +#ifndef TIM_FFB Delay(1); +#else + WaitForNotification(); +#endif updateControl(); } } @@ -203,37 +218,74 @@ void FFBHIDMain::send_report(){ } +/** + * Returns current FFB update loop frequency in Hz + */ +float FFBHIDMain::getCurFFBFreq(){ + return ffbrates.basefreq/((uint32_t)ffbrates.dividers[usb_report_rate_idx].basediv); +} + /** * Changes the hid report rate based on the index for usb_report_rates */ void FFBHIDMain::setReportRate(uint8_t rateidx){ - rateidx = clip(rateidx, 0,sizeof(usb_report_rates)); + uint32_t usbrate_base = TUD_OPT_HIGH_SPEED ? 8000 : 1000; + if(tud_connected()){ // Get either actual rate or max supported rate if not connected + usbrate_base = tud_speed_get() == TUSB_SPEED_HIGH ? 8000 : 1000; // Only FS and HS supported + } + + rateidx = clip(rateidx, 0,ffbrates.dividers.size()); usb_report_rate_idx = rateidx; - usb_report_rate = usb_report_rates[rateidx]*HID_BINTERVAL; + + + // Either limit using rate counter or HW timer if present. +#ifdef TIM_FFB + TIM_FFB.Instance->ARR = ((1000000*(uint32_t)ffbrates.dividers[rateidx].basediv)/ffbrates.basefreq); // Assumes 1µs timer steps +#else + ffb_rate_divider = ffbrates.dividers[rateidx].basediv; +#endif + usb_report_rate = ffbrates.dividers[rateidx].hiddiv*HID_BINTERVAL; + // Divide report rate down if above actual usb rate + while(((ffbrates.basefreq / (uint32_t)ffbrates.dividers[rateidx].basediv) / usb_report_rate) > usbrate_base){ + usb_report_rate++; + } + + // Pass updated rate to other classes to update filters + float newRate = getCurFFBFreq(); + if(ffb) + ffb->updateSamplerate(newRate); + if(axes_manager) + axes_manager->updateSamplerate(newRate); } /** * Generates the speed strings to display to the user */ std::string FFBHIDMain::usb_report_rates_names() { - std::string s = ""; - for(uint8_t i = 0 ; i < sizeof(usb_report_rates);i++){ - s += std::to_string(1000/(HID_BINTERVAL*usb_report_rates[i])) + "Hz:"+std::to_string(i); - if(i < sizeof(usb_report_rates)-1) - s += ","; + std::string s = ""; + uint32_t usbrate_base = TUD_OPT_HIGH_SPEED ? 8000 : 1000; + if(tud_connected()){ // Get either actual rate or max supported rate if not connected + usbrate_base = tud_speed_get() == TUSB_SPEED_HIGH ? 8000 : 1000; // Only FS and HS supported + } + for(uint8_t i = 0 ; i < ffbrates.dividers.size();i++){ + uint32_t updatefreq = ffbrates.basefreq/((uint32_t)ffbrates.dividers[i].basediv); + uint32_t hidrate = (HID_BINTERVAL*ffbrates.dividers[i].hiddiv); + while((updatefreq/hidrate) > usbrate_base){ // Fall back if usb rate is still higher than supported + hidrate++; } - return s; + uint32_t hidfreq = updatefreq/hidrate; + s += "FFB "+std::to_string(updatefreq) + "Hz\nUSB " + std::to_string(hidfreq) + "Hz:"+std::to_string(i); + if(i < ffbrates.dividers.size()-1) + s += ","; } + return s; +} void FFBHIDMain::emergencyStop(bool reset){ control.emergency = !reset; axes_manager->emergencyStop(reset); } -//void FFBHIDMain::timerElapsed(TIM_HandleTypeDef* htim){ -// -//} - /** * USB unplugged @@ -257,6 +309,7 @@ void FFBHIDMain::usbResume(){ control.emergency = false; } #endif + setReportRate(this->usb_report_rate_idx); control.usb_disabled = false; axes_manager->usbResume(); } @@ -305,3 +358,11 @@ void FFBHIDMain::errorCallback(const Error &error, bool cleared){ } } +#ifdef TIM_FFB +void FFBHIDMain::timerElapsed(TIM_HandleTypeDef* htim){ + if(htim == &TIM_FFB){ + NotifyFromISR(); + } +} +#endif + From c2f784e0e2b01bcca7b2c4612a6835a797ec7946 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 6 Mar 2024 11:57:37 +0100 Subject: [PATCH 14/87] Added tasklist --- Firmware/FFBoard/Inc/SystemCommands.h | 2 +- Firmware/FFBoard/Src/SystemCommands.cpp | 20 ++++++++++++++++---- 2 files changed, 17 insertions(+), 5 deletions(-) diff --git a/Firmware/FFBoard/Inc/SystemCommands.h b/Firmware/FFBoard/Inc/SystemCommands.h index 46ef39695..ec6118529 100644 --- a/Firmware/FFBoard/Inc/SystemCommands.h +++ b/Firmware/FFBoard/Inc/SystemCommands.h @@ -11,7 +11,7 @@ #include "CommandHandler.h" enum class FFBoardMain_commands : uint32_t{ - help=0,save=1,reboot=2,dfu=3,swver=4,hwtype=5,lsmain,main,lsactive,format,errors,errorsclr,flashdump,flashraw,vint,vext,mallinfo,heapfree,taskstats,debug,devid,uid,temp,otp,signature + help=0,save=1,reboot=2,dfu=3,swver=4,hwtype=5,lsmain,main,lsactive,format,errors,errorsclr,flashdump,flashraw,vint,vext,mallinfo,heapfree,taskstats,debug,devid,uid,temp,otp,signature,tasklist }; class SystemCommands : public CommandHandler { diff --git a/Firmware/FFBoard/Src/SystemCommands.cpp b/Firmware/FFBoard/Src/SystemCommands.cpp index c42b0918a..9874be82f 100644 --- a/Firmware/FFBoard/Src/SystemCommands.cpp +++ b/Firmware/FFBoard/Src/SystemCommands.cpp @@ -61,7 +61,7 @@ void SystemCommands::registerCommands(){ CommandHandler::registerCommand("errors", FFBoardMain_commands::errors, "Read error states",CMDFLAG_GET); CommandHandler::registerCommand("errorsclr", FFBoardMain_commands::errorsclr, "Reset errors",CMDFLAG_GET); CommandHandler::registerCommand("heapfree", FFBoardMain_commands::heapfree, "Memory info",CMDFLAG_GET); -#if configUSE_STATS_FORMATTING_FUNCTIONS> 0 +#if ( ( configGENERATE_RUN_TIME_STATS == 1 ) && ( configUSE_STATS_FORMATTING_FUNCTIONS > 0 ) && ( configSUPPORT_DYNAMIC_ALLOCATION == 1 ) ) CommandHandler::registerCommand("taskstats", FFBoardMain_commands::taskstats, "Task stats",CMDFLAG_GET); #endif CommandHandler::registerCommand("format", FFBoardMain_commands::format, "set format=1 to erase all stored values",CMDFLAG_SET); @@ -77,6 +77,9 @@ void SystemCommands::registerCommands(){ #if defined(SIGNATURE) CommandHandler::registerCommand("signature", FFBoardMain_commands::signature, "Chip signature in OTP. setadr to write data. set=1 to lock",CMDFLAG_GETADR | CMDFLAG_SETADR | CMDFLAG_GET | CMDFLAG_INFOSTRING); #endif +#if ( ( configUSE_TRACE_FACILITY == 1 ) && ( configUSE_STATS_FORMATTING_FUNCTIONS > 0 ) && ( configSUPPORT_DYNAMIC_ALLOCATION == 1 ) ) + CommandHandler::registerCommand("tasklist", FFBoardMain_commands::tasklist, "Task list",CMDFLAG_GET); +#endif } // Choose lower optimize level because the compiler likes to blow up this function @@ -218,7 +221,7 @@ CommandStatus SystemCommands::internalCommand(const ParsedCommand& cmd,std::vect } - case FFBoardMain_commands::mallinfo: // UNUSED since freertos + case FFBoardMain_commands::mallinfo: { CommandReply reply; struct mallinfo info = mallinfo(); @@ -238,14 +241,23 @@ CommandStatus SystemCommands::internalCommand(const ParsedCommand& cmd,std::vect replies.emplace_back(xPortGetFreeHeapSize(),xPortGetMinimumEverFreeHeapSize()); break; } -#if configUSE_STATS_FORMATTING_FUNCTIONS>0 +#if ( ( configGENERATE_RUN_TIME_STATS == 1 ) && ( configUSE_STATS_FORMATTING_FUNCTIONS > 0 ) && ( configSUPPORT_DYNAMIC_ALLOCATION == 1 ) ) case FFBoardMain_commands::taskstats: { - char repl[800]; + char repl[uxTaskGetNumberOfTasks()*64]; vTaskGetRunTimeStats(repl); replies.emplace_back("\n"+std::string(repl)); break; } +#endif +#if ( ( configUSE_TRACE_FACILITY == 1 ) && ( configUSE_STATS_FORMATTING_FUNCTIONS > 0 ) && ( configSUPPORT_DYNAMIC_ALLOCATION == 1 ) ) + case FFBoardMain_commands::tasklist: + { + char repl[uxTaskGetNumberOfTasks()*64]; + vTaskList(repl); + replies.emplace_back("\n"+std::string(repl)); + break; + } #endif case FFBoardMain_commands::lsactive: { From 862b383b7cf2fb2df6328da67a0bd67f2830d805 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 6 Mar 2024 15:07:38 +0100 Subject: [PATCH 15/87] Periodic effect sampling using microsecond counter --- Firmware/FFBoard/Src/EffectsCalculator.cpp | 32 +++++++++++----------- 1 file changed, 16 insertions(+), 16 deletions(-) diff --git a/Firmware/FFBoard/Src/EffectsCalculator.cpp b/Firmware/FFBoard/Src/EffectsCalculator.cpp index 6c8947919..5684fd975 100644 --- a/Firmware/FFBoard/Src/EffectsCalculator.cpp +++ b/Firmware/FFBoard/Src/EffectsCalculator.cpp @@ -188,15 +188,15 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { case FFB_EFFECT_RAMP: { - uint32_t elapsed_time = HAL_GetTick() - effect->startTime; + float elapsed_time = (micros()/1000.0) - (float)effect->startTime; int32_t duration = effect->duration; - force_vector = (int32_t)effect->startLevel + ((int32_t)elapsed_time * (effect->endLevel - effect->startLevel)) / duration; + force_vector = (int32_t)effect->startLevel + (elapsed_time * (effect->endLevel - effect->startLevel)) / duration; break; } case FFB_EFFECT_SQUARE: { - uint32_t elapsed_time = HAL_GetTick() - effect->startTime; + uint32_t elapsed_time = HAL_GetTick() - effect->startTime; // Square is ms aligned int32_t force = ((elapsed_time + effect->phase) % ((uint32_t)effect->period + 2)) < (uint32_t)(effect->period + 2) / 2 ? -magnitude : magnitude; force_vector = force + effect->offset; break; @@ -206,16 +206,16 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { { int32_t force = 0; int32_t offset = effect->offset; - uint32_t elapsed_time = HAL_GetTick() - effect->startTime; + float elapsed_time = micros() - ((float)effect->startTime*1000.0); uint32_t phase = effect->phase; uint32_t period = effect->period; float periodF = period; int32_t maxMagnitude = offset + magnitude; int32_t minMagnitude = offset - magnitude; - uint32_t phasetime = (phase * period) / 35999; - uint32_t timeTemp = elapsed_time + phasetime; - float remainder = timeTemp % period; + float phasetime = (phase * period) / 35999.0; + uint32_t timeTemp = elapsed_time + (phasetime*1000); // timetemp in µs + float remainder = (timeTemp % (period*1000)) / 1000; float slope = ((maxMagnitude - minMagnitude) * 2) / periodF; if (remainder > (periodF / 2)) force = slope * (periodF - remainder); @@ -229,16 +229,16 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { case FFB_EFFECT_SAWTOOTHUP: { float offset = effect->offset; - uint32_t elapsed_time = HAL_GetTick() - effect->startTime; + float elapsed_time = micros() - ((float)effect->startTime*1000.0); uint32_t phase = effect->phase; uint32_t period = effect->period; float periodF = effect->period; float maxMagnitude = offset + magnitude; float minMagnitude = offset - magnitude; - int32_t phasetime = (phase * period) / 35999; - uint32_t timeTemp = elapsed_time + phasetime; - float remainder = timeTemp % period; + float phasetime = (phase * period) / 35999.0; + uint32_t timeTemp = elapsed_time + (phasetime*1000); // timetemp in µs + float remainder = (timeTemp % (period*1000)) / 1000; float slope = (maxMagnitude - minMagnitude) / periodF; force_vector = (int32_t)(minMagnitude + slope * (period - remainder)); break; @@ -247,16 +247,16 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { case FFB_EFFECT_SAWTOOTHDOWN: { float offset = effect->offset; - uint32_t elapsed_time = HAL_GetTick() - effect->startTime; + float elapsed_time = micros() - ((float)effect->startTime*1000.0); float phase = effect->phase; uint32_t period = effect->period; float periodF = effect->period; float maxMagnitude = offset + magnitude; float minMagnitude = offset - magnitude; - int32_t phasetime = (phase * period) / 35999; - uint32_t timeTemp = elapsed_time + phasetime; - float remainder = timeTemp % period; + float phasetime = (phase * period) / 35999.0; + uint32_t timeTemp = elapsed_time + (phasetime*1000); // timetemp in µs + float remainder = (timeTemp % (period*1000)) / 1000; float slope = (maxMagnitude - minMagnitude) / periodF; force_vector = (int32_t)(minMagnitude + slope * (remainder)); // reverse time break; @@ -264,7 +264,7 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { case FFB_EFFECT_SINE: { - float t = HAL_GetTick() - effect->startTime; + float t = (micros()/1000.0) - (float)effect->startTime; float freq = 1.0f / (float)(std::max(effect->period, 2)); float phase = (float)effect->phase / (float)35999; //degrees float sine = sinf(2.0 * M_PI * (t * freq + phase)) * magnitude; From ffde94f1673ea2a480f35b53b5c30f7898a136e1 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 6 Mar 2024 15:22:03 +0100 Subject: [PATCH 16/87] Corrected tmc hw config defines --- Firmware/FFBoard/UserExtensions/Src/TMC4671_configs.cpp | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671_configs.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671_configs.cpp index 8dfd8c4c0..1062d05f6 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671_configs.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671_configs.cpp @@ -4,10 +4,12 @@ * Created on: Feb 20, 2024 * Author: Yannick */ + #include "TMC4671.h" #include "constants.h" +#include "span" -#ifndef TMC4671_OVERRIDE_HWCONFS +#if !defined(TMC4671_OVERRIDE_HWCONFS) && defined(TMC4671DRIVER) // Default configs for officially supported hardware From b4497d537306bb0cf2d36d68fcebd480d6d03532 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 12 Mar 2024 15:34:35 +0100 Subject: [PATCH 17/87] TMC4671 corrected brake pin settings. Must be 0xffff to keep pin off. --- Firmware/FFBoard/UserExtensions/Inc/TMC4671.h | 4 ++-- Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp | 9 ++++++++- 2 files changed, 10 insertions(+), 3 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h index 425f76ae3..e418f4377 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h +++ b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h @@ -104,8 +104,8 @@ struct TMC4671HardwareTypeConf{ float currentScaler = TMC4671_DEFAULT_CURRENT_SCALER; // Converts from adc counts to current in Amps - uint16_t brakeLimLow = 0; - uint16_t brakeLimHigh = 0; + uint16_t brakeLimLow = 0xffff; + uint16_t brakeLimHigh = 0xffff; float vmScaler = (2.5 / 0x7fff) * ((1.5+71.5)/1.5); float vSenseMult = VOLTAGE_MULT_DEFAULT; float clockfreq = TMC4671_DEFAULT_CLOCKFREQ; diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index 38ef00d46..5dc16bf74 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -180,6 +180,9 @@ void TMC4671::restoreFlash(){ if(Flash_Read(flashAddrs.encA, &miscval)){ restoreEncHallMisc(miscval); encHallRestored = true; + }else{ + // set first hwconf if we can't restore + this->setHwType(TMC4671::tmc4671_hw_configs[0].hwVersion); } uint16_t filterval; if(Flash_Read(flashAddrs.torqueFilter, &filterval)){ @@ -2060,7 +2063,11 @@ void TMC4671::setFluxTorque(int16_t flux, int16_t torque){ if(curMotionMode != MotionMode::torque && !emergency){ setMotionMode(MotionMode::torque,true); } +#ifdef TMC4671_TORQUE_USE_ASYNC + writeRegAsync(0x64, (flux & 0xffff) | (torque << 16)); +#else writeReg(0x64, (flux & 0xffff) | (torque << 16)); +#endif } void TMC4671::setFluxTorqueFF(int16_t flux, int16_t torque){ @@ -2272,7 +2279,7 @@ void TMC4671::setTorqueFilter(TMC4671Biquad_conf& conf){ /** * Sets the raw brake resistor limits. * Centered at 0x7fff - * Set both 0 to deactivate + * Set both 0xffff to deactivate */ void TMC4671::setBrakeLimits(uint16_t low,uint16_t high){ uint32_t val = low | (high << 16); From b9aeefebbbabac63f7b11e7e23a487da0d7997a5 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 19 Mar 2024 12:20:39 +0100 Subject: [PATCH 18/87] Removed micros timer from canbridge --- Firmware/FFBoard/UserExtensions/Src/CanBridge.cpp | 13 +++++-------- 1 file changed, 5 insertions(+), 8 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/CanBridge.cpp b/Firmware/FFBoard/UserExtensions/Src/CanBridge.cpp index 9708e8908..5b013463c 100644 --- a/Firmware/FFBoard/UserExtensions/Src/CanBridge.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/CanBridge.cpp @@ -12,8 +12,6 @@ #include "ledEffects.h" #include "cdc_device.h" -extern TIM_TypeDef TIM_MICROS; - ClassIdentifier CanBridge::info = { .name = "CAN Bridge (GVRET)" , .id=CLSID_MAIN_CAN, @@ -63,9 +61,9 @@ void CanBridge::sendMessage(uint32_t id, uint64_t msg,uint8_t len = 8,bool rtr = txHeader.id = id; txHeader.length = len; txHeader.rtr = rtr; - if(id & 1 << 31){ + if(id & 0x80000000){ txHeader.extId = true; - id &= 0x7FFFFFFF; + txHeader.id &= 0x7FFFFFFF; }else{ txHeader.extId = false; } @@ -102,10 +100,9 @@ void CanBridge::update(){ CAN_msg_header_rx rxHeader = msg.header; uint32_t time = rxHeader.timestamp; uint32_t id = rxHeader.id; -// if(rxHeader.ExtId != 0){ -// id = rxHeader.ExtId; -// id |= 0x80000000; -// } + if(rxHeader.extId){ + id |= 0x80000000; + } std::vector reply = { 0xF1,0,(char)(time & 0xff), (char)((time >> 8) & 0xff), (char)((time >> 16) & 0xff), (char)((time >> 24) & 0xff), (char)(id & 0xff), (char)((id >> 8) & 0xff), (char)((id >> 16) & 0xff), (char)((id >> 24) & 0xff), From 2e368c3ef122e1574b4fc280e0966131661a310a Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 19 Mar 2024 12:23:50 +0100 Subject: [PATCH 19/87] Default ffb rate option --- Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h b/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h index b383b95d7..d3e4fa6a0 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h +++ b/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h @@ -101,9 +101,9 @@ class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentSto */ void setReportRate(uint8_t rateidx); uint8_t usb_report_rate = HID_BINTERVAL; //for FS USB 1 = 1000hz, 2 = 500hz, 3 = 333hz 4 = 250hz, 5 = 200hz 6 = 166hz, 8 = 125hz etc... - uint8_t usb_report_rate_idx = 0; + uint8_t usb_report_rate_idx = ffbrates.defaultmode; #ifndef TIM_FFB - uint8_t ffb_rate_divider = 0; + uint8_t ffb_rate_divider = 0; // TODO support ffb without timers again #endif @@ -112,15 +112,17 @@ class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentSto uint8_t basediv; uint8_t hiddiv; }; + #if TUD_OPT_HIGH_SPEED // divider pair + const uint8_t defaultmode = 3; uint32_t basefreq = 8000; std::array dividers = {{{1,1},{2,1},{4,1},{8,1},{16,1},{32,1},{64,1}}}; // 8khz to 125hz #else + const uint8_t defaultmode = 0; uint32_t basefreq = 1000; std::array dividers = {{{1,1},{2,1},{4,1},{8,1}}}; // 8 entries max. 1khz to 125hz #endif }; - //const uint8_t usb_report_rates[4] = {1,2,4,8}; // Maps stored hid speed to report rates const static FFB_update_rates ffbrates; std::string usb_report_rates_names(); From 8a4683fa86a7598358525d49020e36a7f72cca71 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 2 Apr 2024 12:14:43 +0200 Subject: [PATCH 20/87] Axis always returns a 32b value. mainclass does the scaling in 16b mode. --- Firmware/FFBoard/Src/Axis.cpp | 4 ---- Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 3 +++ 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index cc9c717bc..400421dee 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -556,11 +556,7 @@ metric_t* Axis::getMetrics() { * Returns position as int scaled to gamepad range */ int32_t Axis::getLastScaledEnc() { -#if defined(HIDAXISRES_32B) return clip(metric.current.pos_f * 0x7fffffff,-0x7fffffff,0x7fffffff); // Calc from float pos -#else - return clip(metric.current.pos_scaled_16b,-0x7fff,0x7fff); -#endif } /** diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index 28ac4e58f..fe957e2a1 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -182,6 +182,9 @@ void FFBHIDMain::send_report(){ std::vector* axes = axes_manager->getAxisValues(); uint8_t count = 0; for(auto val : *axes){ +#if !defined(HIDAXISRES_32B) + val = val >> 16; // Scale to 16b +#endif setHidReportAxis(&reportHID,count++,val); } From 29ddbd3d6b795e1c33427fe249645ad24a9da4db Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 2 Apr 2024 12:15:13 +0200 Subject: [PATCH 21/87] Prepared usb descriptor splitting. # Conflicts: # Firmware/FFBoard/UserExtensions/Inc/usb_descriptors.h # Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp --- .../FFBoard/UserExtensions/Inc/FFBHIDMain.h | 4 +- .../UserExtensions/Inc/usb_descriptors.h | 14 +- .../UserExtensions/Inc/usb_hid_ffb_desc.h | 754 +++++++++- .../FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 15 +- .../UserExtensions/Src/usb_descriptors.cpp | 48 +- .../UserExtensions/Src/usb_hid_1ffb_desc.c | 697 +++------ .../UserExtensions/Src/usb_hid_2ffb_desc.c | 1283 +++++++++-------- .../UserExtensions/Src/usb_hid_gamepad.c | 131 +- 8 files changed, 1627 insertions(+), 1319 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h b/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h index d3e4fa6a0..bdb0bd200 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h +++ b/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h @@ -43,7 +43,7 @@ class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentSto }; public: - FFBHIDMain(uint8_t axisCount); + FFBHIDMain(uint8_t axisCount,bool hidAxis32b = false); virtual ~FFBHIDMain(); void setFFBEffectsCalc(std::shared_ptr ffb,std::shared_ptr effects_calc); @@ -125,6 +125,8 @@ class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentSto }; const static FFB_update_rates ffbrates; + const bool hidAxis32b; + std::string usb_report_rates_names(); uint8_t report_rate_cnt = 0; diff --git a/Firmware/FFBoard/UserExtensions/Inc/usb_descriptors.h b/Firmware/FFBoard/UserExtensions/Inc/usb_descriptors.h index b4d6d8ee8..ef8507300 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/usb_descriptors.h +++ b/Firmware/FFBoard/UserExtensions/Inc/usb_descriptors.h @@ -24,6 +24,16 @@ typedef struct usb_string_desc const std::vector interfaces; } usb_string_desc_t; +/* + * Base combined usb config descriptor for HID and CDC composite device + */ +#define USB_CONF_DESC_HID_CDC(HIDREPSIZE,EPSIZE) \ + /* Config number, interface count, string index, total length, attribute, power in mA*/\ + TUD_CONFIG_DESCRIPTOR(1, 3, 0, (TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN + TUD_HID_INOUT_DESC_LEN), TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP | TUSB_DESC_CONFIG_ATT_SELF_POWERED, 100),\ + /* 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size.*/\ + TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, EPSIZE),\ + /* HID Descriptor. EP 83 and 2*/\ + TUD_HID_INOUT_DESCRIPTOR(2, 5, HID_ITF_PROTOCOL_NONE, HIDREPSIZE, 0x83, 0x02,EPSIZE, HID_BINTERVAL) /* * Device descriptors @@ -42,7 +52,9 @@ extern const uint8_t usb_cdc_hid_conf_1axis[]; #ifdef AXIS2_FFB_HID_DESC extern const uint8_t usb_cdc_hid_conf_2axis[]; #endif - +#ifdef AXIS2_FFB_HID_DESC_32B +extern const uint8_t usb_cdc_hid_conf_2axis_32b[]; +#endif #ifdef FFB_HID_DESC_GAMEPAD extern const uint8_t usb_cdc_hid_conf_gamepad[]; #endif diff --git a/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h b/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h index ea9aee670..61b3fccfd 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h +++ b/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h @@ -8,8 +8,28 @@ #ifndef USB_INC_USB_HID_FFB_DESC_H_ #define USB_INC_USB_HID_FFB_DESC_H_ #include "constants.h" +#include "hid.h" -#if defined(HIDAXISRES_32B) +//#if defined(HIDAXISRES_32B) +//#define USB_HID_1FFB_REPORT_DESC_SIZE 1196 + 16 +//#else +//#define USB_HID_1FFB_REPORT_DESC_SIZE 1196 +//#endif +//#ifdef AXIS1_FFB_HID_DESC +//extern const uint8_t hid_1ffb_desc[USB_HID_1FFB_REPORT_DESC_SIZE]; +//#endif + +//#if defined(HIDAXISRES_32B) +//#define USB_HID_2FFB_REPORT_DESC_SIZE 1215 + 16 +//#else +//#define USB_HID_2FFB_REPORT_DESC_SIZE 1215 +//#endif + + + + + +// HID descriptor building blocks #define HIDDESC_32B_ENTRY(count) /* LOGICAL_MINIMUM (-7FFFFFFF)*/\ 0x17, 0x01, 0x00, 0x00, 0x80, \ /* LOGICAL_MAXIMUM (7FFFFFFF)*/\ @@ -21,34 +41,738 @@ /* INPUT (Data,Var,Abs)*/\ 0x81, 0x02, #define HIDDESC_32B_ENTRY_SIZE 12 // 12 bytes extra for additional 16b definition 2B count -#endif -#if defined(HIDAXISRES_32B) -#define USB_HID_1FFB_REPORT_DESC_SIZE 1196 + 16 + +#define HIDDESC_GAMEPAD_16B \ + 0xa1, 0x00, /* COLLECTION (Physical)*/\ + 0x85, 0x01, /* REPORT_ID (1)*/\ + 0x05, 0x09, /* USAGE_PAGE (Button)*/\ + 0x19, 0x01, /* USAGE_MINIMUM (Button 1)*/\ + 0x29, 0x40, /* USAGE_MAXIMUM (Button 64)*/\ + 0x15, 0x00, /* LOGICAL_MINIMUM (0)*/\ + 0x25, 0x01, /* LOGICAL_MAXIMUM (1)*/\ + 0x95, 0x40, /* REPORT_COUNT (64)*/\ + 0x75, 0x01, /* REPORT_SIZE (1)*/\ + 0x81, 0x02, /* INPUT (Data,Var,Abs)*/\ + 0x05, 0x01, /* USAGE_PAGE (Generic Desktop)*/\ + 0x09, HID_USAGE_DESKTOP_X, /* USAGE (X)*/\ + 0x09, HID_USAGE_DESKTOP_Y, /* USAGE (Y)*/\ + 0x09, HID_USAGE_DESKTOP_Z, /* USAGE (Z)*/\ + 0x09, HID_USAGE_DESKTOP_RX, /* USAGE (Rx)*/\ + 0x09, HID_USAGE_DESKTOP_RY, /* USAGE (Ry)*/\ + 0x09, HID_USAGE_DESKTOP_RZ, /* USAGE (Rz)*/\ + 0x09, HID_USAGE_DESKTOP_DIAL, /* USAGE (Dial)*/\ + 0x09, HID_USAGE_DESKTOP_SLIDER, /* USAGE (Slider)*/\ + 0x16, 0x01, 0x80, /* LOGICAL_MINIMUM (-32767)*/\ + 0x26, 0xff, 0x7f, /* LOGICAL_MAXIMUM (32767)*/\ + 0x75, 0x10, /* REPORT_SIZE (16)*/\ + 0x95, 0x08, /* REPORT_COUNT (8)*/\ + 0x81, 0x02, /* INPUT (Data,Var,Abs)*/\ + 0xc0 +#define HIDDESC_GAMEPAD_16B_SIZE 51 + +// Define workaround because we can't have conditionals in macros +#if MAX_AXIS == 1 +#define HIDDESC_GPENTRY_32B_1 0x09, HID_USAGE_DESKTOP_X, /* USAGE (X)*/\ + HIDDESC_32B_ENTRY(0x01) #else -#define USB_HID_1FFB_REPORT_DESC_SIZE 1196 +#define HIDDESC_GPENTRY_32B_1 0x09, HID_USAGE_DESKTOP_X, /* USAGE (X)*/ #endif -#ifdef AXIS1_FFB_HID_DESC -extern const uint8_t hid_1ffb_desc[USB_HID_1FFB_REPORT_DESC_SIZE]; +#if MAX_AXIS == 2 +#define HIDDESC_GPENTRY_32B_2 0x09, HID_USAGE_DESKTOP_Y, /* USAGE (Y)*/\ + HIDDESC_32B_ENTRY(0x02) +#else +#define HIDDESC_GPENTRY_32B_2 0x09, HID_USAGE_DESKTOP_Y, /* USAGE (Y)*/ #endif - -#if defined(HIDAXISRES_32B) -#define USB_HID_2FFB_REPORT_DESC_SIZE 1215 + 16 +#if MAX_AXIS == 3 +#define HIDDESC_GPENTRY_32B_3 0x09, HID_USAGE_DESKTOP_Z, /* USAGE (Z)*/\ + HIDDESC_32B_ENTRY(0x02) #else -#define USB_HID_2FFB_REPORT_DESC_SIZE 1215 +#define HIDDESC_GPENTRY_32B_3 0x09, HID_USAGE_DESKTOP_Z, /* USAGE (Z)*/ #endif +#define HIDDESC_GAMEPAD_32B \ + 0xa1, 0x00, /* COLLECTION (Physical)*/\ + 0x85, 0x01, /* REPORT_ID (1)*/\ + 0x05, 0x09, /* USAGE_PAGE (Button)*/\ + 0x19, 0x01, /* USAGE_MINIMUM (Button 1)*/\ + 0x29, 0x40, /* USAGE_MAXIMUM (Button 64)*/\ + 0x15, 0x00, /* LOGICAL_MINIMUM (0)*/\ + 0x25, 0x01, /* LOGICAL_MAXIMUM (1)*/\ + 0x95, 0x40, /* REPORT_COUNT (64)*/\ + 0x75, 0x01, /* REPORT_SIZE (1)*/\ + 0x81, 0x02, /* INPUT (Data,Var,Abs)*/\ + 0x05, 0x01, /* USAGE_PAGE (Generic Desktop)*/\ + HIDDESC_GPENTRY_32B_1 \ + HIDDESC_GPENTRY_32B_2 \ + HIDDESC_GPENTRY_32B_3 \ + 0x09, HID_USAGE_DESKTOP_RX, /* USAGE (Rx)*/\ + 0x09, HID_USAGE_DESKTOP_RY, /* USAGE (Ry)*/\ + 0x09, HID_USAGE_DESKTOP_RZ, /* USAGE (Rz)*/\ + 0x09, HID_USAGE_DESKTOP_DIAL, /* USAGE (Dial)*/\ + 0x09, HID_USAGE_DESKTOP_SLIDER, /* USAGE (Slider)*/\ + 0x16, 0x01, 0x80, /* LOGICAL_MINIMUM (-32767)*/\ + 0x26, 0xff, 0x7f, /* LOGICAL_MAXIMUM (32767)*/\ + 0x75, 0x10, /* REPORT_SIZE (16)*/\ + 0x95, 0x08-MAX_AXIS, /* REPORT_COUNT (8-32baxes)*/\ + 0x81, 0x02, /* INPUT (Data,Var,Abs)*/\ + 0xc0 +#define HIDDESC_GAMEPAD_32B_SIZE HIDDESC_GAMEPAD_16B_SIZE + HIDDESC_32B_ENTRY_SIZE +// Control reports for HID command interface +#define HIDDESC_CTRL_REP(DIR) /* INPUT or OUTPUT*/\ + 0x85,HID_ID_HIDCMD, /* Report ID*/\ + 0x09, 0x01, /* USAGE (Vendor)*/\ + 0x15, 0x00, /* LOGICAL_MINIMUM (0)*/\ + 0x26, 0x04, 0x00, /* Logical Maximum 4*/\ + 0x75, 0x08, /* REPORT_SIZE (8)*/\ + 0x95, 0x01, /* REPORT_COUNT (1)*/\ + HID_##DIR(1), /* INPUT (Data,Var,Abs)*/\ + \ + 0x09, 0x02, /* USAGE (Vendor) class address*/\ + 0x75, 0x10, /* REPORT_SIZE (16)*/\ + 0x95, 0x01, /* REPORT_COUNT (1)*/\ + HID_##DIR(1), /* INPUT (Data,Var,Abs)*/\ + \ + 0x09, 0x03, /* USAGE (Vendor) class instance*/\ + 0x75, 0x08, /* REPORT_SIZE (8)*/\ + 0x95, 0x01, /* REPORT_COUNT (1)*/\ + HID_##DIR(1), /* INPUT (Data,Var,Abs)*/\ + \ + 0x09, 0x04, /* USAGE (Vendor) cmd*/\ + 0x75, 0x20, /* REPORT_SIZE (32)*/\ + 0x95, 0x01, /* REPORT_COUNT (1)*/\ + HID_##DIR(1), /* INPUT (Data,Var,Abs)*/\ + \ + 0x09, 0x05, /* USAGE (Vendor)*/\ + 0x75, 0x40, /* REPORT_SIZE (64) value*/\ + 0x95, 0x01, /* REPORT_COUNT (1)*/\ + HID_##DIR(1), /* INPUT (Data,Var,Abs)*/\ + \ + 0x09, 0x06, /* USAGE (Vendor) address*/\ + 0x75, 0x40, /* REPORT_SIZE (64)*/\ + 0x95, 0x01, /* REPORT_COUNT (1)*/\ + HID_##DIR(1) /* INPUT (Data,Var,Abs)*/ +#define HIDDESC_CTRL_REPORTS \ + 0x06, 0x00, 0xFF, /* USAGE_PAGE (Vendor)*/\ + 0x09, 0x00, /* USAGE (Vendor)*/\ + 0xA1, 0x01, /* Collection (Application)*/\ + HIDDESC_CTRL_REP(OUTPUT),\ + HIDDESC_CTRL_REP(INPUT),\ + 0xc0 /* END_COLLECTION*/ +#define HIDDESC_CTRL_REPORTS_SIZE 118 + +#define HIDDESC_FFB_STATEREP \ + 0x05,0x0F, /* Usage Page Physical Interface*/ \ + 0x09,0x92, /* Usage PID State report*/\ + 0xA1,0x02, /* Collection Datalink (logical)*/\ + 0x85,HID_ID_STATE+FFB_ID_OFFSET, /* Report ID 2*/\ +/* 0x09,0x22, Usage Effect Block Index*/\ +/* 0x15,0x01, Logical Minimum 1*/\ +/* 0x25,MAX_EFFECTS, Logical Maximum 28h (40d)*/\ +/* 0x35,0x01, Physical Minimum 1*/\ +/* 0x45,MAX_EFFECTS, Physical Maximum 28h (40d)*/\ +/* 0x75,0x08, Report Size 8*/\ +/* 0x95,0x01, Report Count 1*/\ +/* 0x81,0x02, Input (Variable)*/\ + 0x09,0x9F, /* Usage Device is Pause*/\ + 0x09,0xA0, /* Usage Actuators Enabled*/\ + 0x09,0xA4, /* Usage Safety Switch*/\ + 0x09,0xA6, /* Usage Actuator Power*/\ + 0x09,0x94, /* Usage Effect Playing*/\ + /* 0x15,0x00, Logical Minimum 0*/\ + /* 0x25,0x01, Logical Maximum 1*/\ + /* 0x35,0x00, Physical Minimum 0*/\ + /* 0x45,0x01, Physical Maximum 1*/\ + /* 0x75,0x01, Report Size 1*/\ + /* 0x95,0x01, Report Count 1*/\ + /* 0x81,0x02, Input (Variable)*/\ + 0x15,0x00, /* Logical Minimum 0*/\ + 0x25,0x01, /* Logical Maximum 1*/\ + 0x35,0x00, /* Physical Minimum 0*/\ + 0x45,0x01, /* Physical Maximum 1*/\ + 0x75,0x01, /* Report Size 1*/\ + 0x95,0x05, /* Report Count 4*/\ + 0x81,0x02, /* Input (Variable)*/\ + 0x95,0x03, /* Report Count 3*/\ + 0x81,0x03, /* Input (Constant, Variable)*/\ + 0xC0 // End Collection +#define HIDDESC_FFB_STATEREP_SIZE 37 + +/* +Output +Collection Datalink: +Usage Set Effect Report + +ID:1 +Effect Block Index: 8bit + +subcollection Effect Type +12 effect types, 8bit each + +*/ +#define HIDDESC_FFB_SETEFREP \ + 0x09,0x21, /* Usage Set Effect Report*/\ + 0xA1,0x02, /* Collection Datalink (Logical)*/\ + 0x85,HID_ID_EFFREP+FFB_ID_OFFSET, /* Report ID 1*/\ + 0x09,0x22, /* Usage Effect Block Index*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,MAX_EFFECTS, /* Logical Maximum 28h (40d)*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,MAX_EFFECTS, /* Physical Maximum 28h (40d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09,0x25, /* Usage Effect Type*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x09, HID_USAGE_CONST, /* Usage ET Constant Force*/\ + 0x09, HID_USAGE_RAMP, /* Usage ET Ramp*/\ + 0x09, HID_USAGE_SQUR, /* Usage ET Square*/\ + 0x09, HID_USAGE_SINE, /* Usage ET Sine*/\ + 0x09, HID_USAGE_TRNG, /* Usage ET Triangle*/\ + 0x09, HID_USAGE_STUP, /* Usage ET Sawtooth Up*/\ + 0x09, HID_USAGE_STDN, /* Usage ET Sawtooth Down*/\ + 0x09, HID_USAGE_SPRNG, /* Usage ET Spring*/\ + 0x09, HID_USAGE_DMPR, /* Usage ET Damper*/\ + 0x09, HID_USAGE_INRT, /* Usage ET Inertia*/\ + 0x09, HID_USAGE_FRIC, /* Usage ET Friction*/\ + /* 0x09, 0x28, // Usage ET Custom Force Data*/\ + 0x25,0x0B, /* Logical Maximum Bh (11d)*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,0x0B, /* Physical Maximum Bh (11d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x00, /* Output*/\ + 0xC0 , /* End Collection*/\ + 0x09,0x50, /* Usage Duration*/\ + 0x09,0x54, /* Usage Trigger Repeat Interval*/\ + 0x09,0x51, /* Usage Sample Period*/\ + 0x09,0xA7, /* Usage Start Delay*/\ + 0x15,0x00, /* Logical Minimum 0*/\ + 0x26,0xFF,0x7F, /* Logical Maximum 7FFFh (32767d)*/\ + 0x35,0x00, /* Physical Minimum 0*/\ + 0x46,0xFF,0x7F, /* Physical Maximum 7FFFh (32767d)*/\ + 0x66,0x03,0x10, /* Unit 1003h (4099d)*/\ + 0x55,0xFD, /* Unit Exponent FDh (253d)*/\ + 0x75,0x10, /* Report Size 10h (16d)*/\ + 0x95,0x04, /* Report Count 4*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x55,0x00, /* Unit Exponent 0*/\ + 0x66,0x00,0x00, /* Unit 0*/\ + 0x09,0x52, /* Usage Gain*/\ + 0x15,0x00, /* Logical Minimum 0*/\ + 0x26,0xFF,0x00, /* Logical Maximum FFh (255d) // TODO scaling?*/\ + 0x35,0x00, /* Physical Minimum 0*/\ + 0x46,0x10,0x27, /* Physical Maximum 2710h (10000d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09,0x53, /* Usage Trigger Button*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,0x08, /* Logical Maximum 8*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,0x08, /* Physical Maximum 8*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02 // Output (Variable) +#define HIDDESC_FFB_SETEFREP_SIZE 131 + +#define HIDDESC_FFB_SETENVREP \ + /* Envelope Report Definition*/\ + 0x09,0x5A, /* Usage Set Envelope Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_ENVREP+FFB_ID_OFFSET, /* Report ID 2*/\ + 0x09,0x22, /* Usage Effect Block Index*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,MAX_EFFECTS, /* Logical Maximum 28h (40d)*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,MAX_EFFECTS, /* Physical Maximum 28h (40d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09,0x5B, /* Usage Attack Level*/\ + 0x09,0x5D, /* Usage Fade Level*/\ + 0x16,0x00,0x00, /* Logical Minimum 0*/\ + 0x26,0xFF,0x7F, /* Logical Maximum 7FFFh (32767d)*/\ + 0x36,0x00,0x00, /* Physical Minimum 0*/\ + 0x46,0xFF,0x7F, /* Physical Maximum 7FFFh (32767d)*/\ + 0x75,0x10, /* Report Size 16*/\ + 0x95,0x02, /* Report Count 2*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09, 0x5C, /* Usage Attack Time*/\ + 0x09, 0x5E, /* Usage Fade Time*/\ + 0x66, 0x03, 0x10, /* Unit 1003h (English Linear, Seconds)*/\ + 0x55, 0xFD, /* Unit Exponent FDh (X10^-3 ==> Milisecond)*/\ + 0x27, 0xFF, 0x7F, 0x00, 0x00, /* Logical Maximum FFFFFFFFh (4294967295)*/\ + 0x47, 0xFF, 0x7F, 0x00, 0x00, /* Physical Maximum FFFFFFFFh (4294967295)*/\ + 0x75, 0x20, /* Report Size 20h (32d)*/\ + 0x91, 0x02, /* Output (Variable)*/\ + 0x45, 0x00, /* Physical Maximum 0*/\ + 0x66,0x00,0x00, /* Unit 0*/\ + 0x55,0x00, /* Unit Exponent 0*/\ + 0xC0 /* End Collection*/ +#define HIDDESC_FFB_SETENVREP_SIZE 75 + +// Contains axis dependant parts. not used +#define HIDDESC_FFB_SETCONDREP \ + 0x09,0x5F, /* Usage Set Condition Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_CONDREP+FFB_ID_OFFSET, /* Report ID 3*/\ + 0x09,0x22, /* Usage Effect Block Index*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,MAX_EFFECTS, /* Logical Maximum 28h (40d)*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,MAX_EFFECTS, /* Physical Maximum 28h (40d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09,0x23, /* Usage Parameter Block Offset*/\ + 0x15,0x00, /* Logical Minimum 0*/\ + 0x25,0x03, /* Logical Maximum 3*/\ + 0x35,0x00, /* Physical Minimum 0*/\ + 0x45,0x03, /* Physical Maximum 3*/\ + 0x75,0x04, /* Report Size 4*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09,0x58, /* Usage Type Specific Block Off...*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x0B,0x01,0x00,0x0A,0x00, /* Usage Ordinals: Instance 1*/\ + 0x0B,0x02,0x00,0x0A,0x00, /* Usage Ordinals: Instance 2*/\ + 0x75,0x02, /* Report Size 2*/\ + 0x95,0x02, /* Report Count 2*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0xC0 , /* End Collection*/\ + 0x16,0x00, 0x80, /* Logical Minimum 7FFFh (-32767d)*/\ + 0x26,0xff, 0x7f, /* Logical Maximum 7FFFh (32767d)*/\ + 0x36,0x00, 0x80, /* Physical Minimum 7FFFh (-32767d)*/\ + 0x46,0xff, 0x7f, /* Physical Maximum 7FFFh (32767d)*/\ +\ + 0x09,0x60, /* Usage CP Offset*/\ + 0x75,0x10, /* Report Size 16*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x36,0x00, 0x80, /* Physical Minimum (-32768)*/\ + 0x46,0xff, 0x7f, /* Physical Maximum (32767)*/\ + 0x09,0x61, /* Usage Positive Coefficient*/\ + 0x09,0x62, /* Usage Negative Coefficient*/\ + 0x95,0x02, /* Report Count 2*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x16,0x00,0x00, /* Logical Minimum 0*/\ + 0x26,0xff, 0x7f, /* Logical Maximum (32767)*/\ + 0x36,0x00,0x00, /* Physical Minimum 0*/\ + 0x46,0xff, 0x7f, /* Physical Maximum (32767)*/\ + 0x09,0x63, /* Usage Positive Saturation*/\ + 0x09,0x64, /* Usage Negative Saturation*/\ + 0x75,0x10, /* Report Size 16*/\ + 0x95,0x02, /* Report Count 2*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09,0x65, /* Usage Dead Band*/\ + 0x46,0xff, 0x7f, /* Physical Maximum (32767)*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0xC0 /* End Collection*/ +#define HIDDESC_FFB_SETCONDREP_SIZE 125 + +#define HIDDESC_FFB_SETPERIODICREP \ + 0x09,0x6E, /* Usage Set Periodic Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_PRIDREP+FFB_ID_OFFSET, /* Report ID 4*/\ + 0x09,0x22, /* Usage Effect Block Index*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,MAX_EFFECTS, /* Logical Maximum 28h (40d)*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,MAX_EFFECTS, /* Physical Maximum 28h (40d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09,0x70, /* Usage Magnitude*/\ + 0x16,0x00,0x00, /* Logical Minimum 0*/\ + 0x26,0xff, 0x7f, /* Logical Maximum 7FFFh (32767d)*/\ + 0x36,0x00,0x00, /* Physical Minimum 0*/\ + 0x26,0xff, 0x7f, /* Logical Maximum 7FFFh (32767d)*/\ + 0x75,0x10, /* Report Size 16*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09, 0x6F, /* Usage Offset*/\ + 0x16,0x00, 0x80, /* Logical Minimum 7FFFh (-32767d)*/\ + 0x26,0xff, 0x7f, /* Logical Maximum 7FFFh (32767d)*/\ + 0x36,0x00, 0x80, /* Physical Minimum 7FFFh (-32767d)*/\ + 0x46,0xff, 0x7f, /* Physical Maximum 7FFFh (32767d)*/\ + 0x95, 0x01, /* Report Count 1*/\ + 0x75, 0x10, /* Report Size 16*/\ + 0x91, 0x02, /* Output (Variable)*/\ + 0x09, 0x71, /* Usage Phase*/\ + 0x66, 0x14, 0x00, /* Unit 14h (Eng Rotation, Degrees)*/\ + 0x55, 0xFE, /* Unit Exponent FEh (X10^-2)*/\ + 0x15, 0x00, /* Logical Minimum 0*/\ + 0x27, 0x9F, 0x8C, 0x00, 0x00, /* Logical Maximum 8C9Fh (35999d)*/\ + 0x35, 0x00, /* Physical Minimum 0*/\ + 0x47, 0x9F, 0x8C, 0x00, 0x00, /* Physical Maximum 8C9Fh (35999d)*/\ + 0x75, 0x10, /* Report Size 16*/\ + 0x95, 0x01, /* Report Count 1*/\ + 0x91, 0x02, /* Output (Variable)*/\ + 0x09, 0x72, /* Usage Period*/\ + 0x15, 0x01, /* Logical Minimum 1*/\ + 0x27, 0xFF, 0x7F, 0x00, 0x00, /* Logical Maximum 7FFFh (32K)*/\ + 0x35, 0x01, /* Physical Minimum 1*/\ + 0x47, 0xFF, 0x7F, 0x00, 0x00, /* Physical Maximum 7FFFh (32K)*/\ + 0x66, 0x03, 0x10, /* Unit 1003h (English Linear, Seconds)*/\ + 0x55, 0xFD, /* Unit Exponent FDh (X10^-3 ==> Millisecond)*/\ + 0x75, 0x20, /* Report Size 20h (32)*/\ + 0x95, 0x01, /* Report Count 1*/\ + 0x91, 0x02, /* Output (Variable)*/\ + 0x66, 0x00, 0x00, /* Unit 0*/\ + 0x55,0x00, /* Unit Exponent 0*/\ + 0xC0 /* End Collection*/ +#define HIDDESC_FFB_SETPERIODICREP_SIZE 122 + +#define HIDDESC_FFB_SETCFREP \ + 0x09,0x73, /* Usage Set Constant Force Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_CONSTREP+FFB_ID_OFFSET, /* Report ID 5*/\ + 0x09,0x22, /* Usage Effect Block Index*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,MAX_EFFECTS, /* Logical Maximum 28h (40d)*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,MAX_EFFECTS, /* Physical Maximum 28h (40d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09,0x70, /* Usage Magnitude*/\ + 0x16,0x01, 0x80, /* Logical Minimum -7FFFh (-32767d)*/\ + 0x26,0xff, 0x7f, /* Logical Maximum 7FFFh (32767d)*/\ + 0x36,0x01, 0x80, /* Physical Minimum -7FFFh (-32767d)*/\ + 0x46,0xff, 0x7f, /* Physical Maximum 7FFFh (32767d)*/\ + 0x75, 0x10, /* Report Size 10h (16d)*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0xC0 /* End Collection*/ +#define HIDDESC_FFB_SETCFREP_SIZE 43 + +#define HIDDESC_FFB_SETRAMPREP \ + 0x09,0x74, /* Usage Set Ramp Force Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_RAMPREP+FFB_ID_OFFSET, /* Report ID 6*/\ + 0x09,0x22, /* Usage Effect Block Index*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,MAX_EFFECTS, /* Logical Maximum 28h (40d)*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,MAX_EFFECTS, /* Physical Maximum 28h (40d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09,0x75, /* Usage Ramp Start*/\ + 0x09,0x76, /* Usage Ramp End*/\ + 0x16,0x00, 0x80, /* Logical Minimum 7FFFh (-32767d)*/\ + 0x26,0xff, 0x7f, /* Logical Maximum 7FFFh (32767d)*/\ + 0x36,0x00, 0x80, /* Physical Minimum 7FFFh (-32767d)*/\ + 0x46,0xff, 0x7f, /* Physical Maximum 7FFFh (32767d)*/\ + 0x75,0x10, /* Report Size 16*/\ + 0x95,0x02, /* Report Count 2*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0xC0 /* End Collection*/ +#define HIDDESC_FFB_SETRAMPREP_SIZE 45 +// not to be used yet +#define HIDDESC_FFB_CUSTOMFORCEREP \ +/* 0x09,0x68, // Usage Custom Force Data Report*/\ +/* 0xA1,0x02, // Collection Datalink*/\ +/* 0x85,HID_ID_CSTMREP+FFB_ID_OFFSET, // Report ID 7*/\ +/* 0x09,0x22, // Usage Effect Block Index*/\ +/* 0x15,0x01, // Logical Minimum 1*/\ +/* 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d)*/\ +/* 0x35,0x01, // Physical Minimum 1*/\ +/* 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d)*/\ +/* 0x75,0x08, // Report Size 8*/\ +/* 0x95,0x01, // Report Count 1*/\ +/* 0x91,0x02, // Output (Variable)*/\ +/* 0x09,0x6C, // Usage Custom Force Data Offset*/\ +/* 0x15,0x00, // Logical Minimum 0*/\ +/* 0x26,0x10,0x27, // Logical Maximum 2710h (10000d)*/\ +/* 0x35,0x00, // Physical Minimum 0*/\ +/* 0x46,0x10,0x27, // Physical Maximum 2710h (10000d)*/\ +/* 0x75,0x10, // Report Size 10h (16d)*/\ +/* 0x95,0x01, // Report Count 1*/\ +/* 0x91,0x02, // Output (Variable)*/\ +/* 0x09,0x69, // Usage Custom Force Data*/\ +/* 0x15,0x81, // Logical Minimum 81h (-127d)*/\ +/* 0x25,0x7F, // Logical Maximum 7Fh (127d)*/\ +/* 0x35,0x00, // Physical Minimum 0*/\ +/* 0x46,0xFF,0x00, // Physical Maximum FFh (255d)*/\ +/* 0x75,0x08, // Report Size 8*/\ +/* 0x95,0x0C, // Report Count Ch (12d)*/\ +/* 0x92,0x02,0x01, // Output (Variable, Buffered)*/\ +/* 0xC0 , // End Collection*/\ +/* 0x09,0x66, // Usage Download Force Sample*/\ +/* 0xA1,0x02, // Collection Datalink*/\ +/* 0x85,HID_ID_SMPLREP+FFB_ID_OFFSET, // Report ID 8*/\ +/* 0x05,0x01, // Usage Page Generic Desktop*/\ +/* 0x09,0x30, // Usage X*/\ +/* 0x09,0x31, // Usage Y*/\ +/* 0x15,0x81, // Logical Minimum 81h (-127d)*/\ +/* 0x25,0x7F, // Logical Maximum 7Fh (127d)*/\ +/* 0x35,0x00, // Physical Minimum 0*/\ +/* 0x46,0xFF,0x00, // Physical Maximum FFh (255d)*/\ +/* 0x75,0x08, // Report Size 8*/\ +/* 0x95,0x02, // Report Count 2*/\ +/* 0x91,0x02, // Output (Variable)*/\ +/* 0xC0 , // End Collection*/ +#define HIDDESC_FFB_EFOPREP \ + 0x05,0x0F, /* Usage Page Physical Interface*/\ + 0x09,0x77, /* Usage Effect Operation Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_EFOPREP+FFB_ID_OFFSET, /* Report ID Ah (10d)*/\ + 0x09,0x22, /* Usage Effect Block Index*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,MAX_EFFECTS, /* Logical Maximum 28h (40d)*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,MAX_EFFECTS, /* Physical Maximum 28h (40d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0x09,0x78, /* Usage Effect Operation*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x09,0x79, /* Usage Op Effect Start*/\ + 0x09,0x7A, /* Usage Op Effect Start Solo*/\ + 0x09,0x7B, /* Usage Op Effect Stop*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,0x03, /* Logical Maximum 3*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x00, /* Output*/\ + 0xC0 , /* End Collection*/\ + 0x09,0x7C, /* Usage Loop Count*/\ + 0x15,0x00, /* Logical Minimum 0*/\ + 0x26,0xFF,0x00, /* Logical Maximum FFh (255d)*/\ + 0x35,0x00, /* Physical Minimum 0*/\ + 0x46,0xFF,0x00, /* Physical Maximum FFh (255d)*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0xC0 /* End Collection*/ +#define HIDDESC_FFB_EFOPREP_SIZE 60 +#define HIDDESC_FFB_BLOCKFREEREP \ + 0x09,0x90, /* Usage PID Block Free Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_BLKFRREP+FFB_ID_OFFSET, /* Report ID Bh (11d)*/\ + 0x09,0x22, /* Usage Effect Block Index*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,MAX_EFFECTS, /* Logical Maximum 28h (40d)*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,MAX_EFFECTS, /* Physical Maximum 28h (40d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0xC0 /* End Collection*/ +#define HIDDESC_FFB_BLOCKFREEREP_SIZE 23 +#define HIDDESC_FFB_DEVCTRLREP \ + 0x09,0x95, /* Usage PID Device Control (0x96?)*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_CTRLREP+FFB_ID_OFFSET, /* Report ID Ch (12d)*/\ + 0x09,0x96, /* Usage PID Device Control (0x96?)*/\ + 0xA1,0x02, /* Collection Datalink*/\ +\ + 0x09,0x97, /* Usage DC Enable Actuators*/\ + 0x09,0x98, /* Usage DC Disable Actuators*/\ + 0x09,0x99, /* Usage DC Stop All Effects*/\ + 0x09,0x9A, /* Usage DC Device Reset*/\ + 0x09,0x9B, /* Usage DC Device Pause*/\ + 0x09,0x9C, /* Usage DC Device Continue*/\ +\ +\ +\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,0x06, /* Logical Maximum 6*/\ + 0x75,0x01, /* Report Size 1*/\ + 0x95,0x08, /* Report Count 8*/\ + 0x91,0x02, /* Output*/\ +\ + 0xC0 , /* End Collection*/\ + 0xC0 , /* End Collection*/\ + 0x09,0x7D, /* Usage Device Gain Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_GAINREP+FFB_ID_OFFSET, /* Report ID Dh (13d)*/\ + 0x09,0x7E, /* Usage Device Gain*/\ + 0x15,0x00, /* Logical Minimum 0*/\ + 0x26,0xFF,0x00, /* Logical Maximum FFh (255d)*/\ + 0x35,0x00, /* Physical Minimum 0*/\ + 0x46,0x10,0x27, /* Physical Maximum 2710h (10000d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x91,0x02, /* Output (Variable)*/\ + 0xC0 /* End Collection*/ +#define HIDDESC_FFB_DEVCTRLREP_SIZE 59 +// Do not use yet +#define HIDDESC_FFB_SETCUSTFORCEREP \ +/* 0x09,0x6B, // Usage Set Custom Force Report*/\ +/* 0xA1,0x02, // Collection Datalink*/\ +/* 0x85,HID_ID_SETCREP+FFB_ID_OFFSET, // Report ID Eh (14d)*/\ +/* 0x09,0x22, // Usage Effect Block Index*/\ +/* 0x15,0x01, // Logical Minimum 1*/\ +/* 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d)*/\ +/* 0x35,0x01, // Physical Minimum 1*/\ +/* 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d)*/\ +/* 0x75,0x08, // Report Size 8*/\ +/* 0x95,0x01, // Report Count 1*/\ +/* 0x91,0x02, // Output (Variable)*/\ +/* 0x09,0x6D, // Usage Sample Count*/\ +/* 0x15,0x00, // Logical Minimum 0*/\ +/* 0x26,0xFF,0x00, // Logical Maximum FFh (255d)*/\ +/* 0x35,0x00, // Physical Minimum 0*/\ +/* 0x46,0xFF,0x00, // Physical Maximum FFh (255d)*/\ +/* 0x75,0x08, // Report Size 8*/\ +/* 0x95,0x01, // Report Count 1*/\ +/* 0x91,0x02, // Output (Variable)*/\ +/* 0x09,0x51, // Usage Sample Period*/\ +/* 0x66,0x03,0x10, // Unit 1003h (4099d)*/\ +/* 0x55,0xFD, // Unit Exponent FDh (253d)*/\ +/* 0x15,0x00, // Logical Minimum 0*/\ +/* 0x26,0xFF,0x7F, // Logical Maximum 7FFFh (32767d)*/\ +/* 0x35,0x00, // Physical Minimum 0*/\ +/* 0x46,0xFF,0x7F, // Physical Maximum 7FFFh (32767d)*/\ +/* 0x75,0x10, // Report Size 10h (16d)*/\ +/* 0x95,0x01, // Report Count 1*/\ +/* 0x91,0x02, // Output (Variable)*/\ +/* 0x55,0x00, // Unit Exponent 0*/\ +/* 0x66,0x00,0x00, // Unit 0*/\ +/* 0xC0 // End Collection*/ +#define HIDDESC_FFB_NEWEFREP \ + 0x09,0xAB, /* Usage Create New Effect Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_NEWEFREP+FFB_ID_OFFSET, /* Report ID 1*/\ + 0x09,0x25, /* Usage Effect Type*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x09, HID_USAGE_CONST, /* Usage ET Constant Force*/\ + 0x09, HID_USAGE_RAMP, /* Usage ET Ramp*/\ + 0x09, HID_USAGE_SQUR, /* Usage ET Square*/\ + 0x09, HID_USAGE_SINE, /* Usage ET Sine*/\ + 0x09, HID_USAGE_TRNG, /* Usage ET Triangle*/\ + 0x09, HID_USAGE_STUP, /* Usage ET Sawtooth Up*/\ + 0x09, HID_USAGE_STDN, /* Usage ET Sawtooth Down*/\ + 0x09, HID_USAGE_SPRNG, /* Usage ET Spring*/\ + 0x09, HID_USAGE_DMPR, /* Usage ET Damper*/\ + 0x09, HID_USAGE_INRT, /* Usage ET Inertia*/\ + 0x09, HID_USAGE_FRIC, /* Usage ET Friction*/\ +/* 0x09, 0x28, // Usage ET Custom Force Data*/\ + 0x25,0x0B, /* Logical Maximum Ch (11d)*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,0x0B, /* Physical Maximum Ch (11d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0xB1,0x00, /* Feature*/\ + 0xC0 , /* End Collection*/\ + 0x05,0x01, /* Usage Page Generic Desktop*/\ + 0x09,0x3B, /* Usage Reserved (Byte count)*/\ + 0x15,0x00, /* Logical Minimum 0*/\ + 0x26,0xFF,0x01, /* Logical Maximum 1FFh (511d)*/\ + 0x35,0x00, /* Physical Minimum 0*/\ + 0x46,0xFF,0x01, /* Physical Maximum 1FFh (511d)*/\ + 0x75,0x0A, /* Report Size Ah (10d)*/\ + 0x95,0x01, /* Report Count 1*/\ + 0xB1,0x02, /* Feature (Variable)*/\ + 0x75,0x06, /* Report Size 6*/\ + 0xB1,0x01, /* Feature (Constant)*/\ + 0xC0 /* End Collection*/ +#define HIDDESC_FFB_NEWEFREP_SIZE 72 + +#define HIDDESC_FFB_BLOCKLOADREP \ + 0x05,0x0F, /* Usage Page Physical Interface*/\ + 0x09,0x89, /* Usage Block Load Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_BLKLDREP+FFB_ID_OFFSET, /* Report ID 0x12*/\ + 0x09,0x22, /* Usage Effect Block Index*/\ + 0x25,MAX_EFFECTS, /* Logical Maximum 28h (40d)*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,MAX_EFFECTS, /* Physical Maximum 28h (40d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0xB1,0x02, /* Feature (Variable)*/\ + 0x09,0x8B, /* Usage Block Load Status*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x09,0x8C, /* Usage Block Load Success*/\ + 0x09,0x8D, /* Usage Block Load Full*/\ + 0x09,0x8E, /* Usage Block Load Error*/\ + 0x15,0x01, /* Logical Minimum 1*/\ + 0x25,0x03, /* Logical Maximum 3*/\ + 0x35,0x01, /* Physical Minimum 1*/\ + 0x45,0x03, /* Physical Maximum 3*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0xB1,0x00, /* Feature*/\ + 0xC0 , /* End Collection*/\ + 0x09,0xAC, /* Usage Pool available*/\ + 0x15,0x00, /* Logical Minimum 0*/\ + 0x27,0xFF,0xFF,0x00,0x00, /* Logical Maximum FFFFh (65535d)*/\ + 0x35,0x00, /* Physical Minimum 0*/\ + 0x47,0xFF,0xFF,0x00,0x00, /* Physical Maximum FFFFh (65535d)*/\ + 0x75,0x10, /* Report Size 10h (16d)*/\ + 0x95,0x01, /* Report Count 1*/\ + 0xB1,0x00, /* Feature*/\ + 0xC0 // End Collection +#define HIDDESC_FFB_BLOCKLOADREP_SIZE 72 + +#define HIDDESC_FFB_POOLREP \ + 0x09,0x7F, /* Usage PID Pool Report*/\ + 0xA1,0x02, /* Collection Datalink*/\ + 0x85,HID_ID_POOLREP+FFB_ID_OFFSET, /* Report ID 0x13*/\ + 0x09,0x80, /* Usage RAM Pool size*/\ + 0x75,0x10, /* Report Size 10h (16d)*/\ + 0x95,0x01, /* Report Count 1*/\ + 0x15,0x00, /* Logical Minimum 0*/\ + 0x35,0x00, /* Physical Minimum 0*/\ + 0x27,0xFF,0xFF,0x00,0x00, /* Logical Maximum FFFFh (65535d)*/\ + 0x47,0xFF,0xFF,0x00,0x00, /* Physical Maximum FFFFh (65535d)*/\ + 0xB1,0x02, /* Feature (Variable)*/\ + 0x09,0x83, /* Usage Simultaneous Effects Max*/\ + 0x26,0xFF,0x00, /* Logical Maximum FFh (255d)*/\ + 0x46,0xFF,0x00, /* Physical Maximum FFh (255d)*/\ + 0x75,0x08, /* Report Size 8*/\ + 0x95,0x01, /* Report Count 1*/\ + 0xB1,0x02, /* Feature (Variable)*/\ + 0x09,0xA9, /* Usage Device Managed Pool*/\ + 0x09,0xAA, /* Usage Shared Parameter Blocks*/\ + 0x75,0x01, /* Report Size 1*/\ + 0x95,0x02, /* Report Count 2*/\ + 0x15,0x00, /* Logical Minimum 0*/\ + 0x25,0x01, /* Logical Maximum 1*/\ + 0x35,0x00, /* Physical Minimum 0*/\ + 0x45,0x01, /* Physical Maximum 1*/\ + 0xB1,0x02, /* Feature (Variable)*/\ + 0x75,0x06, /* Report Size 6*/\ + 0x95,0x01, /* Report Count 1*/\ + 0xB1,0x03, /* Feature (Constant, Variable)*/\ + 0xC0 // End Collection +#define HIDDESC_FFB_POOLREP_SIZE 67 + +#define HIDDESC_FFB_DESCSIZE HIDDESC_FFB_STATEREP_SIZE + HIDDESC_FFB_POOLREP_SIZE + HIDDESC_FFB_BLOCKLOADREP_SIZE + HIDDESC_FFB_NEWEFREP_SIZE + HIDDESC_FFB_DEVCTRLREP_SIZE + HIDDESC_FFB_BLOCKFREEREP_SIZE + HIDDESC_FFB_EFOPREP_SIZE + HIDDESC_FFB_SETEFREP_SIZE + HIDDESC_FFB_SETRAMPREP_SIZE + HIDDESC_FFB_SETCFREP_SIZE + HIDDESC_FFB_SETPERIODICREP_SIZE + HIDDESC_FFB_SETENVREP_SIZE + + #ifdef AXIS2_FFB_HID_DESC +#define USB_HID_2FFB_REPORT_DESC_SIZE HIDDESC_GAMEPAD_16B_SIZE + HIDDESC_CTRL_REPORTS_SIZE + HIDDESC_FFB_DESCSIZE + 7 + 108 + 125 extern const uint8_t hid_2ffb_desc[USB_HID_2FFB_REPORT_DESC_SIZE]; #endif +#ifdef AXIS2_FFB_HID_DESC_32B +#define USB_HID_2FFB_REPORT_DESC_32B_SIZE HIDDESC_GAMEPAD_32B_SIZE + HIDDESC_CTRL_REPORTS_SIZE + HIDDESC_FFB_DESCSIZE + 7 + 108 + 125 +extern const uint8_t hid_2ffb_desc_32b[USB_HID_2FFB_REPORT_DESC_32B_SIZE]; +#endif -#if defined(HIDAXISRES_32B) -#define USB_HID_GAMEPAD_REPORT_DESC_SIZE 176 + 16 -#else -#define USB_HID_GAMEPAD_REPORT_DESC_SIZE 176 +#ifdef AXIS1_FFB_HID_DESC +#define USB_HID_1FFB_REPORT_DESC_SIZE HIDDESC_GAMEPAD_16B_SIZE + HIDDESC_CTRL_REPORTS_SIZE + HIDDESC_FFB_DESCSIZE + 7 + 94 + 120 +extern const uint8_t hid_1ffb_desc[USB_HID_1FFB_REPORT_DESC_SIZE]; +#endif +#ifdef AXIS1_FFB_HID_DESC_32B +#define USB_HID_1FFB_REPORT_DESC_SIZE HIDDESC_GAMEPAD_32B_SIZE + HIDDESC_CTRL_REPORTS_SIZE + HIDDESC_FFB_DESCSIZE + 7 + 94 + 120 +extern const uint8_t hid_1ffb_desc_32b[USB_HID_1FFB_REPORT_DESC_32B_SIZE]; #endif + + #ifdef FFB_HID_DESC_GAMEPAD +#define USB_HID_GAMEPAD_REPORT_DESC_SIZE HIDDESC_GAMEPAD_16B_SIZE + HIDDESC_CTRL_REPORTS_SIZE + 7 extern const uint8_t hid_gamepad_desc[USB_HID_GAMEPAD_REPORT_DESC_SIZE]; #endif +#ifdef FFB_HID_DESC_GAMEPAD_32B +#define USB_HID_GAMEPAD_REPORT_DESC_32B_SIZE HIDDESC_GAMEPAD_32B_SIZE + HIDDESC_CTRL_REPORTS_SIZE + 7 +extern const uint8_t hid_gamepad_desc_32b[USB_HID_GAMEPAD_REPORT_DESC_32B_SIZE]; +#endif + #endif /* USB_INC_USB_HID_FFB_DESC_H_ */ diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index fe957e2a1..c50cb9e5f 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -28,10 +28,10 @@ const FFBHIDMain::FFB_update_rates FFBHIDMain::ffbrates; // Default rates /** * setFFBEffectsCalc must be called in constructor of derived class to finish the setup */ -FFBHIDMain::FFBHIDMain(uint8_t axisCount) : +FFBHIDMain::FFBHIDMain(uint8_t axisCount,bool hidAxis32b) : Thread("FFBMAIN", 256, 30), SelectableInputs(ButtonSource::all_buttonsources,AnalogSource::all_analogsources), - axisCount(axisCount) + axisCount(axisCount),hidAxis32b(hidAxis32b) { restoreFlashDelayed(); // Load parameters @@ -182,9 +182,9 @@ void FFBHIDMain::send_report(){ std::vector* axes = axes_manager->getAxisValues(); uint8_t count = 0; for(auto val : *axes){ -#if !defined(HIDAXISRES_32B) - val = val >> 16; // Scale to 16b -#endif + if(!hidAxis32b){ + val = val >> 16; // Scale to 16b + } setHidReportAxis(&reportHID,count++,val); } @@ -193,9 +193,8 @@ void FFBHIDMain::send_report(){ for(int32_t val : *axes){ if(count >= analogAxisCount) break; -#ifdef HIDAXISRES_32B - if(count <= MAX_AXIS) val = val << 16; // Shift up 16 bit to fill 32b value. Primary axis is 32b -#endif + if(count <= MAX_AXIS && hidAxis32b) + val = val << 16; // Shift up 16 bit to fill 32b value. Primary axis is 32b setHidReportAxis(&reportHID,count++,val); } diff --git a/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp b/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp index ff31cf8ba..0b692e60c 100644 --- a/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp @@ -47,64 +47,38 @@ const tusb_desc_device_t usb_devdesc_ffboard_composite = const uint8_t usb_cdc_conf[] = { // Config number, interface count, string index, total length, attribute, power in mA - TUD_CONFIG_DESCRIPTOR(1, 2, 0, (TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN), TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP, 100), + TUD_CONFIG_DESCRIPTOR(1, 2, 0, (TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN), TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP | TUSB_DESC_CONFIG_ATT_SELF_POWERED, 100), // 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size. - TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, (TUD_OPT_HIGH_SPEED ? 512 : 64)), + TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, 64), }; + // Composite CDC and HID #ifdef AXIS1_FFB_HID_DESC -const uint8_t usb_cdc_hid_conf_1axis[] = -{ - // Config number, interface count, string index, total length, attribute, power in mA - TUD_CONFIG_DESCRIPTOR(1, 3, 0, (TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN + TUD_HID_INOUT_DESC_LEN), TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP, 100), - - // 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size. - TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, (TUD_OPT_HIGH_SPEED ? 512 : 64)), - - // HID Descriptor. EP 83 and 2 - TUD_HID_INOUT_DESCRIPTOR(2, 5, HID_ITF_PROTOCOL_NONE, USB_HID_1FFB_REPORT_DESC_SIZE, 0x83, 0x02, 64, HID_BINTERVAL), -}; + const uint8_t usb_cdc_hid_conf_1axis[] ={USB_CONF_DESC_HID_CDC(USB_HID_1FFB_REPORT_DESC_SIZE,64)}; #endif // Composite CDC and HID #ifdef AXIS2_FFB_HID_DESC -const uint8_t usb_cdc_hid_conf_2axis[] = -{ - // Config number, interface count, string index, total length, attribute, power in mA - TUD_CONFIG_DESCRIPTOR(1, 3, 0, (TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN + TUD_HID_INOUT_DESC_LEN), TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP, 100), - - // 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size. - TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, (TUD_OPT_HIGH_SPEED ? 512 : 64)), - - // HID Descriptor. EP 83 and 2 - TUD_HID_INOUT_DESCRIPTOR(2, 5, HID_ITF_PROTOCOL_NONE, USB_HID_2FFB_REPORT_DESC_SIZE, 0x83, 0x02,64, HID_BINTERVAL), -}; + const uint8_t usb_cdc_hid_conf_2axis[] ={USB_CONF_DESC_HID_CDC(USB_HID_2FFB_REPORT_DESC_SIZE,64)}; +#endif +#ifdef AXIS1_FFB_HID_DESC_32B + const uint8_t usb_cdc_hid_conf_2axis_32b[] ={USB_CONF_DESC_HID_CDC(USB_HID_2FFB_REPORT_DESC_32B_SIZE,64)}; #endif // Composite CDC and HID #ifdef FFB_HID_DESC_GAMEPAD -const uint8_t usb_cdc_hid_conf_gamepad[] = -{ - // Config number, interface count, string index, total length, attribute, power in mA - TUD_CONFIG_DESCRIPTOR(1, 3, 0, (TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN + TUD_HID_INOUT_DESC_LEN), TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP, 100), - - // 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size. - TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, (TUD_OPT_HIGH_SPEED ? 512 : 64)), - - // HID Descriptor. EP 83 and 2 - TUD_HID_INOUT_DESCRIPTOR(2, 5, HID_ITF_PROTOCOL_NONE, USB_HID_GAMEPAD_REPORT_DESC_SIZE, 0x83, 0x02, (TUD_OPT_HIGH_SPEED ? 512 : 64), HID_BINTERVAL), -}; + const uint8_t usb_cdc_hid_conf_gamepad[] ={USB_CONF_DESC_HID_CDC(USB_HID_GAMEPAD_REPORT_DESC_SIZE,64)}; #endif // Composite CDC and MIDI uint8_t const usb_cdc_midi_conf[] = { // Config number, interface count, string index, total length, attribute, power in mA - TUD_CONFIG_DESCRIPTOR(1, 4, 0, TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN + TUD_MIDI_DESC_LEN, TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP, 100), + TUD_CONFIG_DESCRIPTOR(1, 4, 0, TUD_CONFIG_DESC_LEN + TUD_CDC_DESC_LEN + TUD_MIDI_DESC_LEN, TUSB_DESC_CONFIG_ATT_REMOTE_WAKEUP | TUSB_DESC_CONFIG_ATT_SELF_POWERED, 100), // 1st CDC: Interface number, string index, EP notification address and size, EP data address (out, in) and size. - TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, (TUD_OPT_HIGH_SPEED ? 512 : 64)), + TUD_CDC_DESCRIPTOR(0, 4, 0x82, 8, 0x01, 0x81, 64), // Interface number, string index, EP Out & EP In address, EP size TUD_MIDI_DESCRIPTOR(2, 6, 0x02, 0x83, 64) }; diff --git a/Firmware/FFBoard/UserExtensions/Src/usb_hid_1ffb_desc.c b/Firmware/FFBoard/UserExtensions/Src/usb_hid_1ffb_desc.c index c8432e410..afbc27caa 100644 --- a/Firmware/FFBoard/UserExtensions/Src/usb_hid_1ffb_desc.c +++ b/Firmware/FFBoard/UserExtensions/Src/usb_hid_1ffb_desc.c @@ -13,244 +13,17 @@ __ALIGN_BEGIN const uint8_t hid_1ffb_desc[USB_HID_1FFB_REPORT_DESC_SIZE] __ALIGN_END = { - 0x05, 0x01, // USAGE_PAGE (Generic Desktop) - 0x09, 0x04, // USAGE (Joystick) - 0xa1, 0x01, // COLLECTION (Application) - 0xa1, 0x00, // COLLECTION (Physical) - 0x85, 0x01, // REPORT_ID (1) - 0x05, 0x09, // USAGE_PAGE (Button) - 0x19, 0x01, // USAGE_MINIMUM (Button 1) - 0x29, 0x40, // USAGE_MAXIMUM (Button 64) - 0x15, 0x00, // LOGICAL_MINIMUM (0) - 0x25, 0x01, // LOGICAL_MAXIMUM (1) - 0x95, 0x40, // REPORT_COUNT (64) - 0x75, 0x01, // REPORT_SIZE (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - 0x05, 0x01, // USAGE_PAGE (Generic Desktop) - 0x09, HID_USAGE_X, // USAGE (X) -#if defined(HIDAXISRES_32B) && MAX_AXIS == 1 - HIDDESC_32B_ENTRY(0x01) -#endif - 0x09, HID_USAGE_Y, // USAGE (Y) -#if defined(HIDAXISRES_32B) && MAX_AXIS == 2 - HIDDESC_32B_ENTRY(0x02) -#endif - 0x09, HID_USAGE_Z, // USAGE (Z) -#if defined(HIDAXISRES_32B) && MAX_AXIS == 3 - HIDDESC_32B_ENTRY(0x03) -#endif - 0x09, HID_USAGE_RX, // USAGE (Rx) - 0x09, HID_USAGE_RY, // USAGE (Ry) - 0x09, HID_USAGE_RZ, // USAGE (Rz) - 0x09, HID_USAGE_SL1, // USAGE (Dial) - 0x09, HID_USAGE_SL0, // USAGE (Slider) - 0x16, 0x01, 0x80, // LOGICAL_MINIMUM (-32767) - 0x26, 0xff, 0x7f, // LOGICAL_MAXIMUM (32767) - 0x75, 0x10, // REPORT_SIZE (16) -#if defined(HIDAXISRES_32B) - 0x95, 0x08-MAX_AXIS, // REPORT_COUNT (8- amount of 32b axes) -#else - 0x95, 0x08, // REPORT_COUNT (8) -#endif - 0x81, 0x02, // INPUT (Data,Var,Abs) - 0xc0, // END_COLLECTION - - - // Control reports - 0x06, 0x00, 0xFF, // USAGE_PAGE (Vendor) - 0x09, 0x00, // USAGE (Vendor) - 0xA1, 0x01, // Collection (Application) - - 0x85,HID_ID_HIDCMD, // Report ID - 0x09, 0x01, // USAGE (Vendor) - 0x15, 0x00, // LOGICAL_MINIMUM (0) - 0x26, 0x04, 0x00, // Logical Maximum 4 - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x02, // USAGE (Vendor) class address - 0x75, 0x10, // REPORT_SIZE (16) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x03, // USAGE (Vendor) class instance - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x04, // USAGE (Vendor) cmd - 0x75, 0x20, // REPORT_SIZE (32) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x05, // USAGE (Vendor) - 0x75, 0x40, // REPORT_SIZE (64) value - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x06, // USAGE (Vendor) address - 0x75, 0x40, // REPORT_SIZE (64) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x85,HID_ID_HIDCMD, // Report ID - 0x09, 0x01, // USAGE (Vendor) - 0x15, 0x00, // LOGICAL_MINIMUM (0) - 0x26, 0x04, 0x00, // Logical Maximum 4 - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x02, // USAGE (Vendor) class address - 0x75, 0x10, // REPORT_SIZE (16) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x03, // USAGE (Vendor) class instance - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x04, // USAGE (Vendor) cmd - 0x75, 0x20, // REPORT_SIZE (32) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x05, // USAGE (Vendor) - 0x75, 0x40, // REPORT_SIZE (64) value - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x06, // USAGE (Vendor) address - 0x75, 0x40, // REPORT_SIZE (64) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - - - 0xc0, // END_COLLECTION - - - // BEGIN PID effects - 0x05,0x0F, // Usage Page Physical Interface - 0x09,0x92, // Usage PID State report - 0xA1,0x02, // Collection Datalink (logical) - 0x85,HID_ID_STATE+FFB_ID_OFFSET, // Report ID 2 - -// 0x09,0x22, // Usage Effect Block Index -// 0x15,0x01, // Logical Minimum 1 -// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) -// 0x35,0x01, // Physical Minimum 1 -// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) -// 0x75,0x08, // Report Size 8 -// 0x95,0x01, // Report Count 1 -// 0x81,0x02, // Input (Variable) - - - - 0x09,0x9F, // Usage Device is Pause - 0x09,0xA0, // Usage Actuators Enabled - 0x09,0xA4, // Usage Safety Switch - 0x09,0xA6, // Usage Actuator Power - - 0x09,0x94, // Usage Effect Playing - /* - 0x15,0x00, // Logical Minimum 0 - 0x25,0x01, // Logical Maximum 1 - 0x35,0x00, // Physical Minimum 0 - 0x45,0x01, // Physical Maximum 1 - 0x75,0x01, // Report Size 1 - 0x95,0x01, // Report Count 1 - 0x81,0x02, // Input (Variable)*/ //14 + 0x05, 0x01, /* USAGE_PAGE (Generic Desktop)*/ + 0x09, 0x04, /* USAGE (Joystick)*/ + 0xa1, 0x01, /* COLLECTION (Application)*/ + HIDDESC_GAMEPAD_16B, - 0x15,0x00, // Logical Minimum 0 - 0x25,0x01, // Logical Maximum 1 - 0x35,0x00, // Physical Minimum 0 - 0x45,0x01, // Physical Maximum 1 - 0x75,0x01, // Report Size 1 - 0x95,0x05, // Report Count 4 - 0x81,0x02, // Input (Variable) - 0x95,0x03, // Report Count 3 - 0x81,0x03, // Input (Constant, Variable) - 0xC0 , // End Collection + HIDDESC_CTRL_REPORTS, // HID command report support - /* - Output - Collection Datalink: - Usage Set Effect Report - ID:1 - Effect Block Index: 8bit - - subcollection Effect Type - 12 effect types, 8bit each + HIDDESC_FFB_STATEREP, - */ - 0x09,0x21, // Usage Set Effect Report - 0xA1,0x02, // Collection Datalink (Logical) - 0x85,HID_ID_EFFREP+FFB_ID_OFFSET, // Report ID 1 - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x25, // Usage Effect Type - 0xA1,0x02, // Collection Datalink - 0x09, HID_USAGE_CONST, // Usage ET Constant Force - 0x09, HID_USAGE_RAMP, // Usage ET Ramp - 0x09, HID_USAGE_SQUR, // Usage ET Square - 0x09, HID_USAGE_SINE, // Usage ET Sine - 0x09, HID_USAGE_TRNG, // Usage ET Triangle - 0x09, HID_USAGE_STUP, // Usage ET Sawtooth Up - 0x09, HID_USAGE_STDN, // Usage ET Sawtooth Down - 0x09, HID_USAGE_SPRNG, // Usage ET Spring - 0x09, HID_USAGE_DMPR, // Usage ET Damper - 0x09, HID_USAGE_INRT, // Usage ET Inertia - 0x09, HID_USAGE_FRIC, // Usage ET Friction - // 0x09, 0x28, // Usage ET Custom Force Data - 0x25,0x0B, // Logical Maximum Bh (11d) - 0x15,0x01, // Logical Minimum 1 - 0x35,0x01, // Physical Minimum 1 - 0x45,0x0B, // Physical Maximum Bh (11d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x00, // Output - 0xC0 , // End Collection - 0x09,0x50, // Usage Duration - 0x09,0x54, // Usage Trigger Repeat Interval - 0x09,0x51, // Usage Sample Period - 0x09,0xA7, // Usage Start Delay - 0x15,0x00, // Logical Minimum 0 - 0x26,0xFF,0x7F, // Logical Maximum 7FFFh (32767d) - 0x35,0x00, // Physical Minimum 0 - 0x46,0xFF,0x7F, // Physical Maximum 7FFFh (32767d) - 0x66,0x03,0x10, // Unit 1003h (4099d) - 0x55,0xFD, // Unit Exponent FDh (253d) - 0x75,0x10, // Report Size 10h (16d) - 0x95,0x04, // Report Count 4 - 0x91,0x02, // Output (Variable) - 0x55,0x00, // Unit Exponent 0 - 0x66,0x00,0x00, // Unit 0 - 0x09,0x52, // Usage Gain - 0x15,0x00, // Logical Minimum 0 - 0x26,0xFF,0x00, // Logical Maximum FFh (255d) // TODO scaling? - 0x35,0x00, // Physical Minimum 0 - 0x46,0x10,0x27, // Physical Maximum 2710h (10000d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x53, // Usage Trigger Button - 0x15,0x01, // Logical Minimum 1 - 0x25,0x08, // Logical Maximum 8 - 0x35,0x01, // Physical Minimum 1 - 0x45,0x08, // Physical Maximum 8 - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) + HIDDESC_FFB_SETEFREP, 0x09,0x55, // Usage Axes Enable TODO multi axis 0xA1,0x02, // Collection Datalink @@ -302,39 +75,8 @@ __ALIGN_BEGIN const uint8_t hid_1ffb_desc[USB_HID_1FFB_REPORT_DESC_SIZE] __ALIGN 0xC0, // END_COLLECTION 0xC0, // END_COLLECTION - // Envelope Report Definition - 0x09,0x5A, // Usage Set Envelope Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_ENVREP+FFB_ID_OFFSET, // Report ID 2 - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x5B, // Usage Attack Level - 0x09,0x5D, // Usage Fade Level - 0x16,0x00,0x00, // Logical Minimum 0 - 0x26,0xFF,0x7F, // Logical Maximum 7FFFh (32767d) - 0x36,0x00,0x00, // Physical Minimum 0 - 0x46,0xFF,0x7F, // Physical Maximum 7FFFh (32767d) - 0x75,0x10, // Report Size 16 - 0x95,0x02, // Report Count 2 - 0x91,0x02, // Output (Variable) - 0x09, 0x5C, // Usage Attack Time - 0x09, 0x5E, // Usage Fade Time - 0x66, 0x03, 0x10, // Unit 1003h (English Linear, Seconds) - 0x55, 0xFD, // Unit Exponent FDh (X10^-3 ==> Milisecond) - 0x27, 0xFF, 0x7F, 0x00, 0x00, // Logical Maximum FFFFFFFFh (4294967295) - 0x47, 0xFF, 0x7F, 0x00, 0x00, // Physical Maximum FFFFFFFFh (4294967295) - 0x75, 0x20, // Report Size 20h (32d) - 0x91, 0x02, // Output (Variable) - 0x45, 0x00, // Physical Maximum 0 - 0x66,0x00,0x00, // Unit 0 - 0x55,0x00, // Unit Exponent 0 - 0xC0 , // End Collection + HIDDESC_FFB_SETENVREP, + 0x09,0x5F, // Usage Set Condition Report 0xA1,0x02, // Collection Datalink 0x85,HID_ID_CONDREP+FFB_ID_OFFSET, // Report ID 3 @@ -391,97 +133,12 @@ __ALIGN_BEGIN const uint8_t hid_1ffb_desc[USB_HID_1FFB_REPORT_DESC_SIZE] __ALIGN 0x95,0x01, // Report Count 1 0x91,0x02, // Output (Variable) 0xC0 , // End Collection - 0x09,0x6E, // Usage Set Periodic Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_PRIDREP+FFB_ID_OFFSET, // Report ID 4 - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x70, // Usage Magnitude - 0x16,0x00,0x00, // Logical Minimum 0 - 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) - 0x36,0x00,0x00, // Physical Minimum 0 - 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) - 0x75,0x10, // Report Size 16 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09, 0x6F, // Usage Offset - 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) - 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) - 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) - 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) - 0x95, 0x01, // Report Count 1 - 0x75, 0x10, // Report Size 16 - 0x91, 0x02, // Output (Variable) - 0x09, 0x71, // Usage Phase - 0x66, 0x14, 0x00, // Unit 14h (Eng Rotation, Degrees) - 0x55, 0xFE, // Unit Exponent FEh (X10^-2) - 0x15, 0x00, // Logical Minimum 0 - 0x27, 0x9F, 0x8C, 0x00, 0x00, // Logical Maximum 8C9Fh (35999d) - 0x35, 0x00, // Physical Minimum 0 - 0x47, 0x9F, 0x8C, 0x00, 0x00, // Physical Maximum 8C9Fh (35999d) - 0x75, 0x10, // Report Size 16 - 0x95, 0x01, // Report Count 1 - 0x91, 0x02, // Output (Variable) - 0x09, 0x72, // Usage Period - 0x15, 0x01, // Logical Minimum 1 - 0x27, 0xFF, 0x7F, 0x00, 0x00, // Logical Maximum 7FFFh (32K) - 0x35, 0x01, // Physical Minimum 1 - 0x47, 0xFF, 0x7F, 0x00, 0x00, // Physical Maximum 7FFFh (32K) - 0x66, 0x03, 0x10, // Unit 1003h (English Linear, Seconds) - 0x55, 0xFD, // Unit Exponent FDh (X10^-3 ==> Milisecond) - 0x75, 0x20, // Report Size 20h (32) - 0x95, 0x01, // Report Count 1 - 0x91, 0x02, // Output (Variable) - 0x66, 0x00, 0x00, // Unit 0 - 0x55,0x00, // Unit Exponent 0 - 0xC0 , // End Collection - 0x09,0x73, // Usage Set Constant Force Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_CONSTREP+FFB_ID_OFFSET, // Report ID 5 - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x70, // Usage Magnitude - 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) - 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) - 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) - 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) - 0x75, 0x10, // Report Size 10h (16d) - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0xC0 , // End Collection - 0x09,0x74, // Usage Set Ramp Force Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_RAMPREP+FFB_ID_OFFSET, // Report ID 6 - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x75, // Usage Ramp Start - 0x09,0x76, // Usage Ramp End - 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) - 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) - 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) - 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) - 0x75,0x10, // Report Size 16 - 0x95,0x02, // Report Count 2 - 0x91,0x02, // Output (Variable) - 0xC0 , // End Collection + + HIDDESC_FFB_SETPERIODICREP, + + HIDDESC_FFB_SETCFREP, + + HIDDESC_FFB_SETRAMPREP, // 0x09,0x68, // Usage Custom Force Data Report @@ -527,84 +184,10 @@ __ALIGN_BEGIN const uint8_t hid_1ffb_desc[USB_HID_1FFB_REPORT_DESC_SIZE] __ALIGN // 0x91,0x02, // Output (Variable) // 0xC0 , // End Collection - 0x05,0x0F, // Usage Page Physical Interface - 0x09,0x77, // Usage Effect Operation Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_EFOPREP+FFB_ID_OFFSET, // Report ID Ah (10d) - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x78, // Usage Effect Operation - 0xA1,0x02, // Collection Datalink - 0x09,0x79, // Usage Op Effect Start - 0x09,0x7A, // Usage Op Effect Start Solo - 0x09,0x7B, // Usage Op Effect Stop - 0x15,0x01, // Logical Minimum 1 - 0x25,0x03, // Logical Maximum 3 - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x00, // Output - 0xC0 , // End Collection - 0x09,0x7C, // Usage Loop Count - 0x15,0x00, // Logical Minimum 0 - 0x26,0xFF,0x00, // Logical Maximum FFh (255d) - 0x35,0x00, // Physical Minimum 0 - 0x46,0xFF,0x00, // Physical Maximum FFh (255d) - 0x91,0x02, // Output (Variable) - 0xC0 , // End Collection - 0x09,0x90, // Usage PID Block Free Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_BLKFRREP+FFB_ID_OFFSET, // Report ID Bh (11d) - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0xC0 , // End Collection - - 0x09,0x95, // Usage PID Device Control (0x96?) - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_CTRLREP+FFB_ID_OFFSET, // Report ID Ch (12d) - 0x09,0x96, // Usage PID Device Control (0x96?) - 0xA1,0x02, // Collection Datalink - - 0x09,0x97, // Usage DC Enable Actuators - 0x09,0x98, // Usage DC Disable Actuators - 0x09,0x99, // Usage DC Stop All Effects - 0x09,0x9A, // Usage DC Device Reset - 0x09,0x9B, // Usage DC Device Pause - 0x09,0x9C, // Usage DC Device Continue + HIDDESC_FFB_EFOPREP, + HIDDESC_FFB_BLOCKFREEREP, - - - 0x15,0x01, // Logical Minimum 1 - 0x25,0x06, // Logical Maximum 6 - 0x75,0x01, // Report Size 1 - 0x95,0x08, // Report Count 8 - 0x91,0x02, // Output - - 0xC0 , // End Collection - 0xC0 , // End Collection - 0x09,0x7D, // Usage Device Gain Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_GAINREP+FFB_ID_OFFSET, // Report ID Dh (13d) - 0x09,0x7E, // Usage Device Gain - 0x15,0x00, // Logical Minimum 0 - 0x26,0xFF,0x00, // Logical Maximum FFh (255d) - 0x35,0x00, // Physical Minimum 0 - 0x46,0x10,0x27, // Physical Maximum 2710h (10000d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0xC0 , // End Collection + HIDDESC_FFB_DEVCTRLREP, // 0x09,0x6B, // Usage Set Custom Force Report // 0xA1,0x02, // Collection Datalink // 0x85,HID_ID_SETCREP+FFB_ID_OFFSET, // Report ID Eh (14d) @@ -637,110 +220,168 @@ __ALIGN_BEGIN const uint8_t hid_1ffb_desc[USB_HID_1FFB_REPORT_DESC_SIZE] __ALIGN // 0x55,0x00, // Unit Exponent 0 // 0x66,0x00,0x00, // Unit 0 // 0xC0 , // End Collection - 0x09,0xAB, // Usage Create New Effect Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_NEWEFREP+FFB_ID_OFFSET, // Report ID 1 - 0x09,0x25, // Usage Effect Type + HIDDESC_FFB_NEWEFREP, + HIDDESC_FFB_BLOCKLOADREP, + + HIDDESC_FFB_POOLREP, + + 0xC0 /* END_COLLECTION */ +}; +#endif + +#ifdef AXIS1_FFB_HID_DESC_32B +__ALIGN_BEGIN const uint8_t hid_1ffb_desc_32b[USB_HID_1FFB_REPORT_DESC_32B_SIZE] __ALIGN_END = +{ + 0x05, 0x01, /* USAGE_PAGE (Generic Desktop)*/ + 0x09, 0x04, /* USAGE (Joystick)*/ + 0xa1, 0x01, /* COLLECTION (Application)*/ + HIDDESC_GAMEPAD_32B, + + HIDDESC_CTRL_REPORTS, // HID command report support + + HIDDESC_FFB_STATEREP, + /* + Output + Collection Datalink: + Usage Set Effect Report + + ID:1 + Effect Block Index: 8bit + + subcollection Effect Type + 12 effect types, 8bit each + + */ + HIDDESC_FFB_SETEFREP, + + 0x09,0x55, // Usage Axes Enable TODO multi axis + 0xA1,0x02, // Collection Datalink + 0x05,0x01, // Usage Page Generic Desktop + 0x09,0x30, // Usage X + //0x09,0x31, // Usage Y + 0x15,0x00, // Logical Minimum 0 + 0x25,0x00, // Logical Maximum 0 + 0x75,0x01, // Report Size 1 + 0x95,0x01, // Report Count 1 + 0x91,0x02, // Output (Variable) + 0xC0 , // End Collection + 0x05,0x0F, // Usage Page Physical Interface + 0x09,0x56, // Usage Direction Enable + 0x95,0x01, // Report Count 1 + 0x91,0x02, // Output (Variable) + 0x95,0x06, // Report Count 6 + 0x91,0x03, // Output (Constant, Variable) + + 0x09,0x57, // Usage Direction 0xA1,0x02, // Collection Datalink - 0x09, HID_USAGE_CONST, // Usage ET Constant Force - 0x09, HID_USAGE_RAMP, // Usage ET Ramp - 0x09, HID_USAGE_SQUR, // Usage ET Square - 0x09, HID_USAGE_SINE, // Usage ET Sine - 0x09, HID_USAGE_TRNG, // Usage ET Triangle - 0x09, HID_USAGE_STUP, // Usage ET Sawtooth Up - 0x09, HID_USAGE_STDN, // Usage ET Sawtooth Down - 0x09, HID_USAGE_SPRNG, // Usage ET Spring - 0x09, HID_USAGE_DMPR, // Usage ET Damper - 0x09, HID_USAGE_INRT, // Usage ET Inertia - 0x09, HID_USAGE_FRIC, // Usage ET Friction -// 0x09, 0x28, // Usage ET Custom Force Data - 0x25,0x0B, // Logical Maximum Ch (11d) + 0x0B,0x01,0x00,0x0A,0x00, // Usage Ordinals: Instance 1 +// 0x0B,0x02,0x00,0x0A,0x00, // Usage Ordinals: Instance 2 + 0x66,0x14,0x00, // Unit 14h (20d) +// 0x55,0xFE, // Unit Exponent FEh (254d) +// 0x15,0x00, // Logical Minimum 0 +// 0x26,0xFF,0x00, // Logical Maximum FFh (255d) + 0x15,0x00, // Logical Minimum 0 + 0x27,0xA0,0x8C,0x00,0x00, // Logical Maximum 8CA0h (36000d) + 0x35,0x00, // Physical Minimum 0 + 0x47,0xA0,0x8C,0x00,0x00, // Physical Maximum 8CA0h (36000d) + 0x66,0x00,0x00, // Unit 0 + 0x75,0x10, // Report Size 16 + 0x95,0x01, // Report Count 1 + 0x91,0x02, // Output (Variable) + 0x55,0x00, // Unit Exponent 0 + 0x66,0x00,0x00, // Unit 0 + 0xC0, // End Collection + + 0x05, 0x0F, // USAGE_PAGE (Physical Interface) + 0x09, 0x58, // USAGE (Type Specific Block Offset) + 0xA1, 0x02, // COLLECTION (Logical) + 0x0B, 0x01, 0x00, 0x0A, 0x00, //USAGE (Ordinals:Instance 1 + //0x0B, 0x02, 0x00, 0x0A, 0x00, //USAGE (Ordinals:Instance 2) + 0x26, 0xFD, 0x7F, // LOGICAL_MAXIMUM (32765) ; 32K RAM or ROM max. + 0x75, 0x10, // REPORT_SIZE (16) + 0x95, 0x01, // REPORT_COUNT (1) + 0x91, 0x02, // OUTPUT (Data,Var,Abs) + 0xC0, // END_COLLECTION + 0xC0, // END_COLLECTION + + HIDDESC_FFB_SETENVREP, + + 0x09,0x5F, // Usage Set Condition Report + 0xA1,0x02, // Collection Datalink + 0x85,HID_ID_CONDREP+FFB_ID_OFFSET, // Report ID 3 + 0x09,0x22, // Usage Effect Block Index 0x15,0x01, // Logical Minimum 1 + 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) 0x35,0x01, // Physical Minimum 1 - 0x45,0x0B, // Physical Maximum Ch (11d) + 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) 0x75,0x08, // Report Size 8 0x95,0x01, // Report Count 1 - 0xB1,0x00, // Feature - 0xC0 , // End Collection - 0x05,0x01, // Usage Page Generic Desktop - 0x09,0x3B, // Usage Reserved (Byte count) - 0x15,0x00, // Logical Minimum 0 - 0x26,0xFF,0x01, // Logical Maximum 1FFh (511d) - 0x35,0x00, // Physical Minimum 0 - 0x46,0xFF,0x01, // Physical Maximum 1FFh (511d) - 0x75,0x0A, // Report Size Ah (10d) - 0x95,0x01, // Report Count 1 - 0xB1,0x02, // Feature (Variable) - 0x75,0x06, // Report Size 6 - 0xB1,0x01, // Feature (Constant) - 0xC0 , // End Collection - 0x05,0x0F, // Usage Page Physical Interface - 0x09,0x89, // Usage Block Load Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_BLKLDREP+FFB_ID_OFFSET, // Report ID 0x12 - 0x09,0x22, // Usage Effect Block Index - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x15,0x01, // Logical Minimum 1 - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0xB1,0x02, // Feature (Variable) - 0x09,0x8B, // Usage Block Load Status - 0xA1,0x02, // Collection Datalink - 0x09,0x8C, // Usage Block Load Success - 0x09,0x8D, // Usage Block Load Full - 0x09,0x8E, // Usage Block Load Error - 0x15,0x01, // Logical Minimum 1 + 0x91,0x02, // Output (Variable) + 0x09,0x23, // Usage Parameter Block Offset + 0x15,0x00, // Logical Minimum 0 0x25,0x03, // Logical Maximum 3 - 0x35,0x01, // Physical Minimum 1 + 0x35,0x00, // Physical Minimum 0 0x45,0x03, // Physical Maximum 3 - 0x75,0x08, // Report Size 8 + 0x75,0x06, // Report Size 6 0x95,0x01, // Report Count 1 - 0xB1,0x00, // Feature - 0xC0 , // End Collection - 0x09,0xAC, // Usage Pool available - 0x15,0x00, // Logical Minimum 0 - 0x27,0xFF,0xFF,0x00,0x00, // Logical Maximum FFFFh (65535d) - 0x35,0x00, // Physical Minimum 0 - 0x47,0xFF,0xFF,0x00,0x00, // Physical Maximum FFFFh (65535d) - 0x75,0x10, // Report Size 10h (16d) - 0x95,0x01, // Report Count 1 - 0xB1,0x00, // Feature + 0x91,0x02, // Output (Variable) + 0x09,0x58, // Usage Type Specific Block Off... + 0xA1,0x02, // Collection Datalink + 0x0B,0x01,0x00,0x0A,0x00, // Usage Ordinals: Instance 1 +// 0x0B,0x02,0x00,0x0A,0x00, // Usage Ordinals: Instance 2 + 0x75,0x02, // Report Size 2 + 0x95,0x01, // Report Count 1 + 0x91,0x02, // Output (Variable) + 0xC0 , // End Collection + 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) + 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) + 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) + 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) + + 0x09,0x60, // Usage CP Offset + 0x75,0x10, // Report Size 16 + 0x95,0x01, // Report Count 1 + 0x91,0x02, // Output (Variable) + 0x36,0x00, 0x80, // Physical Minimum (-32768) + 0x46,0xff, 0x7f, // Physical Maximum (32767) + 0x09,0x61, // Usage Positive Coefficient + 0x09,0x62, // Usage Negative Coefficient + 0x95,0x02, // Report Count 2 + 0x91,0x02, // Output (Variable) + 0x16,0x00,0x00, // Logical Minimum 0 + 0x26,0xff, 0x7f, // Logical Maximum (32767) + 0x36,0x00,0x00, // Physical Minimum 0 + 0x46,0xff, 0x7f, // Physical Maximum (32767) + 0x09,0x63, // Usage Positive Saturation + 0x09,0x64, // Usage Negative Saturation + 0x75,0x10, // Report Size 16 + 0x95,0x02, // Report Count 2 + 0x91,0x02, // Output (Variable) + 0x09,0x65, // Usage Dead Band + 0x46,0xff, 0x7f, // Physical Maximum (32767) + 0x95,0x01, // Report Count 1 + 0x91,0x02, // Output (Variable) 0xC0 , // End Collection - 0x09,0x7F, // Usage PID Pool Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_POOLREP+FFB_ID_OFFSET, // Report ID 0x13 - 0x09,0x80, // Usage RAM Pool size - 0x75,0x10, // Report Size 10h (16d) - 0x95,0x01, // Report Count 1 - 0x15,0x00, // Logical Minimum 0 - 0x35,0x00, // Physical Minimum 0 - 0x27,0xFF,0xFF,0x00,0x00, // Logical Maximum FFFFh (65535d) - 0x47,0xFF,0xFF,0x00,0x00, // Physical Maximum FFFFh (65535d) - 0xB1,0x02, // Feature (Variable) - 0x09,0x83, // Usage Simultaneous Effects Max - 0x26,0xFF,0x00, // Logical Maximum FFh (255d) - 0x46,0xFF,0x00, // Physical Maximum FFh (255d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0xB1,0x02, // Feature (Variable) - 0x09,0xA9, // Usage Device Managed Pool - 0x09,0xAA, // Usage Shared Parameter Blocks - 0x75,0x01, // Report Size 1 - 0x95,0x02, // Report Count 2 - 0x15,0x00, // Logical Minimum 0 - 0x25,0x01, // Logical Maximum 1 - 0x35,0x00, // Physical Minimum 0 - 0x45,0x01, // Physical Maximum 1 - 0xB1,0x02, // Feature (Variable) - 0x75,0x06, // Report Size 6 - 0x95,0x01, // Report Count 1 - 0xB1,0x03, // Feature (Constant, Variable) - 0xC0, // End Collection + HIDDESC_FFB_SETPERIODICREP, + + HIDDESC_FFB_SETCFREP, + + HIDDESC_FFB_SETRAMPREP, + + HIDDESC_FFB_EFOPREP, + + HIDDESC_FFB_BLOCKFREEREP, + + HIDDESC_FFB_DEVCTRLREP, + + HIDDESC_FFB_NEWEFREP, + + HIDDESC_FFB_BLOCKLOADREP, + + HIDDESC_FFB_POOLREP, 0xC0 /* END_COLLECTION */ }; - #endif + diff --git a/Firmware/FFBoard/UserExtensions/Src/usb_hid_2ffb_desc.c b/Firmware/FFBoard/UserExtensions/Src/usb_hid_2ffb_desc.c index 427dba6c7..386e5a1aa 100644 --- a/Firmware/FFBoard/UserExtensions/Src/usb_hid_2ffb_desc.c +++ b/Firmware/FFBoard/UserExtensions/Src/usb_hid_2ffb_desc.c @@ -12,223 +12,95 @@ #ifdef AXIS2_FFB_HID_DESC __ALIGN_BEGIN const uint8_t hid_2ffb_desc[USB_HID_2FFB_REPORT_DESC_SIZE] __ALIGN_END = { - 0x05, 0x01, // USAGE_PAGE (Generic Desktop) - 0x09, 0x04, // USAGE (Joystick) - 0xa1, 0x01, // COLLECTION (Application) - 0xa1, 0x00, // COLLECTION (Physical) - 0x85, 0x01, // REPORT_ID (1) - 0x05, 0x09, // USAGE_PAGE (Button) - 0x19, 0x01, // USAGE_MINIMUM (Button 1) - 0x29, 0x40, // USAGE_MAXIMUM (Button 64) - 0x15, 0x00, // LOGICAL_MINIMUM (0) - 0x25, 0x01, // LOGICAL_MAXIMUM (1) - 0x95, 0x40, // REPORT_COUNT (64) - 0x75, 0x01, // REPORT_SIZE (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - 0x05, 0x01, // USAGE_PAGE (Generic Desktop) - 0x09, HID_USAGE_X, // USAGE (X) -#if defined(HIDAXISRES_32B) && MAX_AXIS == 1 - HIDDESC_32B_ENTRY(0x01) -#endif - 0x09, HID_USAGE_Y, // USAGE (Y) -#if defined(HIDAXISRES_32B) && MAX_AXIS == 2 - HIDDESC_32B_ENTRY(0x02) -#endif - 0x09, HID_USAGE_Z, // USAGE (Z) -#if defined(HIDAXISRES_32B) && MAX_AXIS == 3 - HIDDESC_32B_ENTRY(0x03) -#endif - 0x09, HID_USAGE_RX, // USAGE (Rx) - 0x09, HID_USAGE_RY, // USAGE (Ry) - 0x09, HID_USAGE_RZ, // USAGE (Rz) - 0x09, HID_USAGE_SL1, // USAGE (Dial) - 0x09, HID_USAGE_SL0, // USAGE (Slider) - 0x16, 0x01, 0x80, // LOGICAL_MINIMUM (-32767) - 0x26, 0xff, 0x7f, // LOGICAL_MAXIMUM (32767) - 0x75, 0x10, // REPORT_SIZE (16) -#if defined(HIDAXISRES_32B) - 0x95, 0x08-MAX_AXIS, // REPORT_COUNT (8- amount of 32b axes) -#else - 0x95, 0x08, // REPORT_COUNT (8) -#endif - 0x81, 0x02, // INPUT (Data,Var,Abs) - 0xc0, // END_COLLECTION - - - // Control reports - 0x06, 0x00, 0xFF, // USAGE_PAGE (Vendor) - 0x09, 0x00, // USAGE (Vendor) - 0xA1, 0x01, // Collection (Application) -// 0x85,HID_ID_CUSTOMCMD, // Report ID -// 0x09, 0x01, // USAGE (Vendor) type -// 0x15, 0x00, // LOGICAL_MINIMUM (0) -// 0x26, 0x04, 0x00, // Logical Maximum 4 -// 0x75, 0x08, // REPORT_SIZE (8) -// 0x95, 0x01, // REPORT_COUNT (1) -// 0xb1, 0x02, // FEATURE (Data,Var,Abs) -// -// 0x09, 0x02, // USAGE (Vendor) cmd -// 0x09, 0x03, // USAGE (Vendor) addr -// 0x75, 0x20, // REPORT_SIZE (32) -// 0x95, 0x02, // REPORT_COUNT (2) -// 0xb1, 0x02, // FEATURE (Data,Var,Abs) -// -// 0x09, 0x04, // USAGE (Vendor) data -// 0x75, 0x40, // REPORT_SIZE (64) -// 0x95, 0x01, // REPORT_COUNT (1) -// 0xb1, 0x02, // FEATURE (Data,Var,Abs) -// -// 0x85,HID_ID_CUSTOMCMD, // Report ID -// 0x09, 0x01, // USAGE (Vendor) -// 0x15, 0x00, // LOGICAL_MINIMUM (0) -// 0x26, 0x04, 0x00, // Logical Maximum 4 -// 0x75, 0x08, // REPORT_SIZE (8) -// 0x95, 0x01, // REPORT_COUNT (1) -// 0x91, 0x02, // OUTPUT (Data,Var,Abs) -// -// 0x09, 0x02, // USAGE (Vendor) -// 0x09, 0x03, // USAGE (Vendor) -// 0x75, 0x20, // REPORT_SIZE (32) -// 0x95, 0x02, // REPORT_COUNT (2) -// 0x91, 0x02, // OUTPUT (Data,Var,Abs) + 0x05, 0x01, /* USAGE_PAGE (Generic Desktop)*/ + 0x09, 0x04, /* USAGE (Joystick)*/ + 0xa1, 0x01, /* COLLECTION (Application)*/ + HIDDESC_GAMEPAD_16B, +// 0x05, 0x01, // USAGE_PAGE (Generic Desktop) +// 0x09, 0x04, // USAGE (Joystick) +// 0xa1, 0x01, // COLLECTION (Application) +// 0xa1, 0x00, // COLLECTION (Physical) +// 0x85, 0x01, // REPORT_ID (1) +// 0x05, 0x09, // USAGE_PAGE (Button) +// 0x19, 0x01, // USAGE_MINIMUM (Button 1) +// 0x29, 0x40, // USAGE_MAXIMUM (Button 64) +// 0x15, 0x00, // LOGICAL_MINIMUM (0) +// 0x25, 0x01, // LOGICAL_MAXIMUM (1) +// 0x95, 0x40, // REPORT_COUNT (64) +// 0x75, 0x01, // REPORT_SIZE (1) +// 0x81, 0x02, // INPUT (Data,Var,Abs) +// 0x05, 0x01, // USAGE_PAGE (Generic Desktop) +// 0x09, HID_USAGE_DESKTOP_X, // USAGE (X) +//#if defined(HIDAXISRES_32B) && MAX_AXIS == 1 +// HIDDESC_32B_ENTRY(0x01) +//#endif +// 0x09, HID_USAGE_DESKTOP_Y, // USAGE (Y) +//#if defined(HIDAXISRES_32B) && MAX_AXIS == 2 +// HIDDESC_32B_ENTRY(0x02) +//#endif +// 0x09, HID_USAGE_DESKTOP_Z, // USAGE (Z) +//#if defined(HIDAXISRES_32B) && MAX_AXIS == 3 +// HIDDESC_32B_ENTRY(0x03) +//#endif +// 0x09, HID_USAGE_DESKTOP_RX, // USAGE (Rx) +// 0x09, HID_USAGE_DESKTOP_RY, // USAGE (Ry) +// 0x09, HID_USAGE_DESKTOP_RZ, // USAGE (Rz) +// 0x09, HID_USAGE_DESKTOP_DIAL, // USAGE (Dial) +// 0x09, HID_USAGE_DESKTOP_SLIDER, // USAGE (Slider) +// 0x16, 0x01, 0x80, // LOGICAL_MINIMUM (-32767) +// 0x26, 0xff, 0x7f, // LOGICAL_MAXIMUM (32767) +// 0x75, 0x10, // REPORT_SIZE (16) +//#if defined(HIDAXISRES_32B) +// 0x95, 0x08-MAX_AXIS, // REPORT_COUNT (8- amount of 32b axes) +//#else +// 0x95, 0x08, // REPORT_COUNT (8) +//#endif +// 0x81, 0x02, // INPUT (Data,Var,Abs) +// 0xc0, // END_COLLECTION + + HIDDESC_CTRL_REPORTS, // HID command report support + + // BEGIN PID effects +// 0x05,0x0F, // Usage Page Physical Interface +// 0x09,0x92, // Usage PID State report +// 0xA1,0x02, // Collection Datalink (logical) +// 0x85,HID_ID_STATE+FFB_ID_OFFSET, // Report ID 2 // -// 0x09, 0x04, // USAGE (Vendor) -// 0x75, 0x40, // REPORT_SIZE (64) -// 0x95, 0x01, // REPORT_COUNT (1) -// 0x91, 0x02, // OUTPUT (Data,Var,Abs) +//// 0x09,0x22, // Usage Effect Block Index +//// 0x15,0x01, // Logical Minimum 1 +//// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) +//// 0x35,0x01, // Physical Minimum 1 +//// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) +//// 0x75,0x08, // Report Size 8 +//// 0x95,0x01, // Report Count 1 +//// 0x81,0x02, // Input (Variable) // -// 0x85,HID_ID_CUSTOMCMD, // Report ID -// 0x09, 0x01, // USAGE (Vendor) -// 0x15, 0x00, // LOGICAL_MINIMUM (0) -// 0x26, 0x04, 0x00, // Logical Maximum 4 -// 0x75, 0x08, // REPORT_SIZE (8) -// 0x95, 0x01, // REPORT_COUNT (1) -// 0x81, 0x02, // INPUT (Data,Var,Abs) +// 0x09,0x9F, // Usage Device is Pause +// 0x09,0xA0, // Usage Actuators Enabled +// 0x09,0xA4, // Usage Safety Switch +// 0x09,0xA6, // Usage Actuator Power // -// 0x09, 0x02, // USAGE (Vendor) -// 0x09, 0x03, // USAGE (Vendor) -// 0x75, 0x20, // REPORT_SIZE (32) -// 0x95, 0x02, // REPORT_COUNT (2) -// 0x81, 0x02, // INPUT (Data,Var,Abs) +// 0x09,0x94, // Usage Effect Playing +// /* +// 0x15,0x00, // Logical Minimum 0 +// 0x25,0x01, // Logical Maximum 1 +// 0x35,0x00, // Physical Minimum 0 +// 0x45,0x01, // Physical Maximum 1 +// 0x75,0x01, // Report Size 1 +// 0x95,0x01, // Report Count 1 +// 0x81,0x02, // Input (Variable)*/ //14 // -// 0x09, 0x04, // USAGE (Vendor) -// 0x75, 0x40, // REPORT_SIZE (64) -// 0x95, 0x01, // REPORT_COUNT (1) -// 0x81, 0x02, // INPUT (Data,Var,Abs) - 0x85,HID_ID_HIDCMD, // Report ID - 0x09, 0x01, // USAGE (Vendor) - 0x15, 0x00, // LOGICAL_MINIMUM (0) - 0x26, 0x04, 0x00, // Logical Maximum 4 - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x02, // USAGE (Vendor) class address - 0x75, 0x10, // REPORT_SIZE (16) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x03, // USAGE (Vendor) class instance - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x04, // USAGE (Vendor) cmd - 0x75, 0x20, // REPORT_SIZE (32) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x05, // USAGE (Vendor) - 0x75, 0x40, // REPORT_SIZE (64) value - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x06, // USAGE (Vendor) address - 0x75, 0x40, // REPORT_SIZE (64) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x85,HID_ID_HIDCMD, // Report ID - 0x09, 0x01, // USAGE (Vendor) - 0x15, 0x00, // LOGICAL_MINIMUM (0) - 0x26, 0x04, 0x00, // Logical Maximum 4 - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x02, // USAGE (Vendor) class address - 0x75, 0x10, // REPORT_SIZE (16) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x03, // USAGE (Vendor) class instance - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x04, // USAGE (Vendor) cmd - 0x75, 0x20, // REPORT_SIZE (32) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x05, // USAGE (Vendor) - 0x75, 0x40, // REPORT_SIZE (64) value - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x06, // USAGE (Vendor) address - 0x75, 0x40, // REPORT_SIZE (64) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - - - 0xc0, // END_COLLECTION - - - // BEGIN PID effects - 0x05,0x0F, // Usage Page Physical Interface - 0x09,0x92, // Usage PID State report - 0xA1,0x02, // Collection Datalink (logical) - 0x85,HID_ID_STATE+FFB_ID_OFFSET, // Report ID 2 - -// 0x09,0x22, // Usage Effect Block Index -// 0x15,0x01, // Logical Minimum 1 -// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) -// 0x35,0x01, // Physical Minimum 1 -// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) -// 0x75,0x08, // Report Size 8 -// 0x95,0x01, // Report Count 1 +// 0x15,0x00, // Logical Minimum 0 +// 0x25,0x01, // Logical Maximum 1 +// 0x35,0x00, // Physical Minimum 0 +// 0x45,0x01, // Physical Maximum 1 +// 0x75,0x01, // Report Size 1 +// 0x95,0x05, // Report Count 4 // 0x81,0x02, // Input (Variable) - - - - 0x09,0x9F, // Usage Device is Pause - 0x09,0xA0, // Usage Actuators Enabled - 0x09,0xA4, // Usage Safety Switch - 0x09,0xA6, // Usage Actuator Power - - 0x09,0x94, // Usage Effect Playing - /* - 0x15,0x00, // Logical Minimum 0 - 0x25,0x01, // Logical Maximum 1 - 0x35,0x00, // Physical Minimum 0 - 0x45,0x01, // Physical Maximum 1 - 0x75,0x01, // Report Size 1 - 0x95,0x01, // Report Count 1 - 0x81,0x02, // Input (Variable)*/ //14 - - 0x15,0x00, // Logical Minimum 0 - 0x25,0x01, // Logical Maximum 1 - 0x35,0x00, // Physical Minimum 0 - 0x45,0x01, // Physical Maximum 1 - 0x75,0x01, // Report Size 1 - 0x95,0x05, // Report Count 4 - 0x81,0x02, // Input (Variable) - 0x95,0x03, // Report Count 3 - 0x81,0x03, // Input (Constant, Variable) - 0xC0 , // End Collection - +// 0x95,0x03, // Report Count 3 +// 0x81,0x03, // Input (Constant, Variable) +// 0xC0 , // End Collection + HIDDESC_FFB_STATEREP, /* Output Collection Datalink: @@ -241,71 +113,72 @@ __ALIGN_BEGIN const uint8_t hid_2ffb_desc[USB_HID_2FFB_REPORT_DESC_SIZE] __ALIGN 12 effect types, 8bit each */ - 0x09,0x21, // Usage Set Effect Report - 0xA1,0x02, // Collection Datalink (Logical) - 0x85,HID_ID_EFFREP+FFB_ID_OFFSET, // Report ID 1 - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x25, // Usage Effect Type - 0xA1,0x02, // Collection Datalink - 0x09, HID_USAGE_CONST, // Usage ET Constant Force - 0x09, HID_USAGE_RAMP, // Usage ET Ramp - 0x09, HID_USAGE_SQUR, // Usage ET Square - 0x09, HID_USAGE_SINE, // Usage ET Sine - 0x09, HID_USAGE_TRNG, // Usage ET Triangle - 0x09, HID_USAGE_STUP, // Usage ET Sawtooth Up - 0x09, HID_USAGE_STDN, // Usage ET Sawtooth Down - 0x09, HID_USAGE_SPRNG, // Usage ET Spring - 0x09, HID_USAGE_DMPR, // Usage ET Damper - 0x09, HID_USAGE_INRT, // Usage ET Inertia - 0x09, HID_USAGE_FRIC, // Usage ET Friction - // 0x09, 0x28, // Usage ET Custom Force Data - 0x25,0x0B, // Logical Maximum Bh (11d) - 0x15,0x01, // Logical Minimum 1 - 0x35,0x01, // Physical Minimum 1 - 0x45,0x0B, // Physical Maximum Bh (11d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x00, // Output - 0xC0 , // End Collection - 0x09,0x50, // Usage Duration - 0x09,0x54, // Usage Trigger Repeat Interval - 0x09,0x51, // Usage Sample Period - 0x09,0xA7, // Usage Start Delay - 0x15,0x00, // Logical Minimum 0 - 0x26,0xFF,0x7F, // Logical Maximum 7FFFh (32767d) - 0x35,0x00, // Physical Minimum 0 - 0x46,0xFF,0x7F, // Physical Maximum 7FFFh (32767d) - 0x66,0x03,0x10, // Unit 1003h (4099d) - 0x55,0xFD, // Unit Exponent FDh (253d) - 0x75,0x10, // Report Size 10h (16d) - 0x95,0x04, // Report Count 4 - 0x91,0x02, // Output (Variable) - 0x55,0x00, // Unit Exponent 0 - 0x66,0x00,0x00, // Unit 0 - 0x09,0x52, // Usage Gain - 0x15,0x00, // Logical Minimum 0 - 0x26,0xFF,0x00, // Logical Maximum FFh (255d) // TODO scaling? - 0x35,0x00, // Physical Minimum 0 - 0x46,0x10,0x27, // Physical Maximum 2710h (10000d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x53, // Usage Trigger Button - 0x15,0x01, // Logical Minimum 1 - 0x25,0x08, // Logical Maximum 8 - 0x35,0x01, // Physical Minimum 1 - 0x45,0x08, // Physical Maximum 8 - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - + HIDDESC_FFB_SETEFREP, +// 0x09,0x21, // Usage Set Effect Report +// 0xA1,0x02, // Collection Datalink (Logical) +// 0x85,HID_ID_EFFREP+FFB_ID_OFFSET, // Report ID 1 +// 0x09,0x22, // Usage Effect Block Index +// 0x15,0x01, // Logical Minimum 1 +// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) +// 0x35,0x01, // Physical Minimum 1 +// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0x91,0x02, // Output (Variable) +// 0x09,0x25, // Usage Effect Type +// 0xA1,0x02, // Collection Datalink +// 0x09, HID_USAGE_CONST, // Usage ET Constant Force +// 0x09, HID_USAGE_RAMP, // Usage ET Ramp +// 0x09, HID_USAGE_SQUR, // Usage ET Square +// 0x09, HID_USAGE_SINE, // Usage ET Sine +// 0x09, HID_USAGE_TRNG, // Usage ET Triangle +// 0x09, HID_USAGE_STUP, // Usage ET Sawtooth Up +// 0x09, HID_USAGE_STDN, // Usage ET Sawtooth Down +// 0x09, HID_USAGE_SPRNG, // Usage ET Spring +// 0x09, HID_USAGE_DMPR, // Usage ET Damper +// 0x09, HID_USAGE_INRT, // Usage ET Inertia +// 0x09, HID_USAGE_FRIC, // Usage ET Friction +// // 0x09, 0x28, // Usage ET Custom Force Data +// 0x25,0x0B, // Logical Maximum Bh (11d) +// 0x15,0x01, // Logical Minimum 1 +// 0x35,0x01, // Physical Minimum 1 +// 0x45,0x0B, // Physical Maximum Bh (11d) +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0x91,0x00, // Output +// 0xC0 , // End Collection +// 0x09,0x50, // Usage Duration +// 0x09,0x54, // Usage Trigger Repeat Interval +// 0x09,0x51, // Usage Sample Period +// 0x09,0xA7, // Usage Start Delay +// 0x15,0x00, // Logical Minimum 0 +// 0x26,0xFF,0x7F, // Logical Maximum 7FFFh (32767d) +// 0x35,0x00, // Physical Minimum 0 +// 0x46,0xFF,0x7F, // Physical Maximum 7FFFh (32767d) +// 0x66,0x03,0x10, // Unit 1003h (4099d) +// 0x55,0xFD, // Unit Exponent FDh (253d) +// 0x75,0x10, // Report Size 10h (16d) +// 0x95,0x04, // Report Count 4 +// 0x91,0x02, // Output (Variable) +// 0x55,0x00, // Unit Exponent 0 +// 0x66,0x00,0x00, // Unit 0 +// 0x09,0x52, // Usage Gain +// 0x15,0x00, // Logical Minimum 0 +// 0x26,0xFF,0x00, // Logical Maximum FFh (255d) // TODO scaling? +// 0x35,0x00, // Physical Minimum 0 +// 0x46,0x10,0x27, // Physical Maximum 2710h (10000d) +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0x91,0x02, // Output (Variable) +// 0x09,0x53, // Usage Trigger Button +// 0x15,0x01, // Logical Minimum 1 +// 0x25,0x08, // Logical Maximum 8 +// 0x35,0x01, // Physical Minimum 1 +// 0x45,0x08, // Physical Maximum 8 +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0x91,0x02, // Output (Variable) +// Len 108 bytes following 0x09,0x55, // Usage Axes Enable TODO multi axis 0xA1,0x02, // Collection Datalink 0x05,0x01, // Usage Page Generic Desktop @@ -357,39 +230,44 @@ __ALIGN_BEGIN const uint8_t hid_2ffb_desc[USB_HID_2FFB_REPORT_DESC_SIZE] __ALIGN 0xC0, // END_COLLECTION 0xC0, // END_COLLECTION - // Envelope Report Definition - 0x09,0x5A, // Usage Set Envelope Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_ENVREP+FFB_ID_OFFSET, // Report ID 2 - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x5B, // Usage Attack Level - 0x09,0x5D, // Usage Fade Level - 0x16,0x00,0x00, // Logical Minimum 0 - 0x26,0xFF,0x7F, // Logical Maximum 7FFFh (32767d) - 0x36,0x00,0x00, // Physical Minimum 0 - 0x46,0xFF,0x7F, // Physical Maximum 7FFFh (32767d) - 0x75,0x10, // Report Size 16 - 0x95,0x02, // Report Count 2 - 0x91,0x02, // Output (Variable) - 0x09, 0x5C, // Usage Attack Time - 0x09, 0x5E, // Usage Fade Time - 0x66, 0x03, 0x10, // Unit 1003h (English Linear, Seconds) - 0x55, 0xFD, // Unit Exponent FDh (X10^-3 ==> Milisecond) - 0x27, 0xFF, 0x7F, 0x00, 0x00, // Logical Maximum FFFFFFFFh (4294967295) - 0x47, 0xFF, 0x7F, 0x00, 0x00, // Physical Maximum FFFFFFFFh (4294967295) - 0x75, 0x20, // Report Size 20h (32d) - 0x91, 0x02, // Output (Variable) - 0x45, 0x00, // Physical Maximum 0 - 0x66,0x00,0x00, // Unit 0 - 0x55,0x00, // Unit Exponent 0 - 0xC0 , // End Collection + HIDDESC_FFB_SETENVREP, +// // Envelope Report Definition +// 0x09,0x5A, // Usage Set Envelope Report +// 0xA1,0x02, // Collection Datalink +// 0x85,HID_ID_ENVREP+FFB_ID_OFFSET, // Report ID 2 +// 0x09,0x22, // Usage Effect Block Index +// 0x15,0x01, // Logical Minimum 1 +// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) +// 0x35,0x01, // Physical Minimum 1 +// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0x91,0x02, // Output (Variable) +// 0x09,0x5B, // Usage Attack Level +// 0x09,0x5D, // Usage Fade Level +// 0x16,0x00,0x00, // Logical Minimum 0 +// 0x26,0xFF,0x7F, // Logical Maximum 7FFFh (32767d) +// 0x36,0x00,0x00, // Physical Minimum 0 +// 0x46,0xFF,0x7F, // Physical Maximum 7FFFh (32767d) +// 0x75,0x10, // Report Size 16 +// 0x95,0x02, // Report Count 2 +// 0x91,0x02, // Output (Variable) +// 0x09, 0x5C, // Usage Attack Time +// 0x09, 0x5E, // Usage Fade Time +// 0x66, 0x03, 0x10, // Unit 1003h (English Linear, Seconds) +// 0x55, 0xFD, // Unit Exponent FDh (X10^-3 ==> Milisecond) +// 0x27, 0xFF, 0x7F, 0x00, 0x00, // Logical Maximum FFFFFFFFh (4294967295) +// 0x47, 0xFF, 0x7F, 0x00, 0x00, // Physical Maximum FFFFFFFFh (4294967295) +// 0x75, 0x20, // Report Size 20h (32d) +// 0x91, 0x02, // Output (Variable) +// 0x45, 0x00, // Physical Maximum 0 +// 0x66,0x00,0x00, // Unit 0 +// 0x55,0x00, // Unit Exponent 0 +// 0xC0 , // End Collection +// HIDDESC_FFB_SETCONDREP, + + // Condition report depends on ffb axis count + // 125 bytes following 0x09,0x5F, // Usage Set Condition Report 0xA1,0x02, // Collection Datalink 0x85,HID_ID_CONDREP+FFB_ID_OFFSET, // Report ID 3 @@ -446,102 +324,62 @@ __ALIGN_BEGIN const uint8_t hid_2ffb_desc[USB_HID_2FFB_REPORT_DESC_SIZE] __ALIGN 0x95,0x01, // Report Count 1 0x91,0x02, // Output (Variable) 0xC0 , // End Collection - 0x09,0x6E, // Usage Set Periodic Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_PRIDREP+FFB_ID_OFFSET, // Report ID 4 - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x70, // Usage Magnitude - 0x16,0x00,0x00, // Logical Minimum 0 - 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) - 0x36,0x00,0x00, // Physical Minimum 0 - 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) - 0x75,0x10, // Report Size 16 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09, 0x6F, // Usage Offset - 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) - 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) - 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) - 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) - 0x95, 0x01, // Report Count 1 - 0x75, 0x10, // Report Size 16 - 0x91, 0x02, // Output (Variable) - 0x09, 0x71, // Usage Phase - 0x66, 0x14, 0x00, // Unit 14h (Eng Rotation, Degrees) - 0x55, 0xFE, // Unit Exponent FEh (X10^-2) - 0x15, 0x00, // Logical Minimum 0 - 0x27, 0x9F, 0x8C, 0x00, 0x00, // Logical Maximum 8C9Fh (35999d) - 0x35, 0x00, // Physical Minimum 0 - 0x47, 0x9F, 0x8C, 0x00, 0x00, // Physical Maximum 8C9Fh (35999d) - 0x75, 0x10, // Report Size 16 - 0x95, 0x01, // Report Count 1 - 0x91, 0x02, // Output (Variable) - 0x09, 0x72, // Usage Period - 0x15, 0x01, // Logical Minimum 1 - 0x27, 0xFF, 0x7F, 0x00, 0x00, // Logical Maximum 7FFFh (32K) - 0x35, 0x01, // Physical Minimum 1 - 0x47, 0xFF, 0x7F, 0x00, 0x00, // Physical Maximum 7FFFh (32K) - 0x66, 0x03, 0x10, // Unit 1003h (English Linear, Seconds) - 0x55, 0xFD, // Unit Exponent FDh (X10^-3 ==> Milisecond) - 0x75, 0x20, // Report Size 20h (32) - 0x95, 0x01, // Report Count 1 - 0x91, 0x02, // Output (Variable) - 0x66, 0x00, 0x00, // Unit 0 - 0x55,0x00, // Unit Exponent 0 - 0xC0 , // End Collection - 0x09,0x73, // Usage Set Constant Force Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_CONSTREP+FFB_ID_OFFSET, // Report ID 5 - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x70, // Usage Magnitude - 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) - 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) - 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) - 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) - 0x75, 0x10, // Report Size 10h (16d) - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0xC0 , // End Collection - 0x09,0x74, // Usage Set Ramp Force Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_RAMPREP+FFB_ID_OFFSET, // Report ID 6 - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x75, // Usage Ramp Start - 0x09,0x76, // Usage Ramp End - 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) - 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) - 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) - 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) - 0x75,0x10, // Report Size 16 - 0x95,0x02, // Report Count 2 - 0x91,0x02, // Output (Variable) - 0xC0 , // End Collection - -// 0x09,0x68, // Usage Custom Force Data Report + HIDDESC_FFB_SETPERIODICREP, +// 0x09,0x6E, // Usage Set Periodic Report // 0xA1,0x02, // Collection Datalink -// 0x85,HID_ID_CSTMREP+FFB_ID_OFFSET, // Report ID 7 +// 0x85,HID_ID_PRIDREP+FFB_ID_OFFSET, // Report ID 4 +// 0x09,0x22, // Usage Effect Block Index +// 0x15,0x01, // Logical Minimum 1 +// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) +// 0x35,0x01, // Physical Minimum 1 +// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0x91,0x02, // Output (Variable) +// 0x09,0x70, // Usage Magnitude +// 0x16,0x00,0x00, // Logical Minimum 0 +// 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) +// 0x36,0x00,0x00, // Physical Minimum 0 +// 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) +// 0x75,0x10, // Report Size 16 +// 0x95,0x01, // Report Count 1 +// 0x91,0x02, // Output (Variable) +// 0x09, 0x6F, // Usage Offset +// 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) +// 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) +// 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) +// 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) +// 0x95, 0x01, // Report Count 1 +// 0x75, 0x10, // Report Size 16 +// 0x91, 0x02, // Output (Variable) +// 0x09, 0x71, // Usage Phase +// 0x66, 0x14, 0x00, // Unit 14h (Eng Rotation, Degrees) +// 0x55, 0xFE, // Unit Exponent FEh (X10^-2) +// 0x15, 0x00, // Logical Minimum 0 +// 0x27, 0x9F, 0x8C, 0x00, 0x00, // Logical Maximum 8C9Fh (35999d) +// 0x35, 0x00, // Physical Minimum 0 +// 0x47, 0x9F, 0x8C, 0x00, 0x00, // Physical Maximum 8C9Fh (35999d) +// 0x75, 0x10, // Report Size 16 +// 0x95, 0x01, // Report Count 1 +// 0x91, 0x02, // Output (Variable) +// 0x09, 0x72, // Usage Period +// 0x15, 0x01, // Logical Minimum 1 +// 0x27, 0xFF, 0x7F, 0x00, 0x00, // Logical Maximum 7FFFh (32K) +// 0x35, 0x01, // Physical Minimum 1 +// 0x47, 0xFF, 0x7F, 0x00, 0x00, // Physical Maximum 7FFFh (32K) +// 0x66, 0x03, 0x10, // Unit 1003h (English Linear, Seconds) +// 0x55, 0xFD, // Unit Exponent FDh (X10^-3 ==> Milisecond) +// 0x75, 0x20, // Report Size 20h (32) +// 0x95, 0x01, // Report Count 1 +// 0x91, 0x02, // Output (Variable) +// 0x66, 0x00, 0x00, // Unit 0 +// 0x55,0x00, // Unit Exponent 0 +// 0xC0 , // End Collection + HIDDESC_FFB_SETCFREP, +// 0x09,0x73, // Usage Set Constant Force Report +// 0xA1,0x02, // Collection Datalink +// 0x85,HID_ID_CONSTREP+FFB_ID_OFFSET, // Report ID 5 // 0x09,0x22, // Usage Effect Block Index // 0x15,0x01, // Logical Minimum 1 // 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) @@ -550,119 +388,19 @@ __ALIGN_BEGIN const uint8_t hid_2ffb_desc[USB_HID_2FFB_REPORT_DESC_SIZE] __ALIGN // 0x75,0x08, // Report Size 8 // 0x95,0x01, // Report Count 1 // 0x91,0x02, // Output (Variable) -// 0x09,0x6C, // Usage Custom Force Data Offset -// 0x15,0x00, // Logical Minimum 0 -// 0x26,0x10,0x27, // Logical Maximum 2710h (10000d) -// 0x35,0x00, // Physical Minimum 0 -// 0x46,0x10,0x27, // Physical Maximum 2710h (10000d) -// 0x75,0x10, // Report Size 10h (16d) +// 0x09,0x70, // Usage Magnitude +// 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) +// 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) +// 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) +// 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) +// 0x75, 0x10, // Report Size 10h (16d) // 0x95,0x01, // Report Count 1 // 0x91,0x02, // Output (Variable) -// 0x09,0x69, // Usage Custom Force Data -// 0x15,0x81, // Logical Minimum 81h (-127d) -// 0x25,0x7F, // Logical Maximum 7Fh (127d) -// 0x35,0x00, // Physical Minimum 0 -// 0x46,0xFF,0x00, // Physical Maximum FFh (255d) -// 0x75,0x08, // Report Size 8 -// 0x95,0x0C, // Report Count Ch (12d) -// 0x92,0x02,0x01, // Output (Variable, Buffered) // 0xC0 , // End Collection -// 0x09,0x66, // Usage Download Force Sample + HIDDESC_FFB_SETRAMPREP, +// 0x09,0x74, // Usage Set Ramp Force Report // 0xA1,0x02, // Collection Datalink -// 0x85,HID_ID_SMPLREP+FFB_ID_OFFSET, // Report ID 8 -// 0x05,0x01, // Usage Page Generic Desktop -// 0x09,0x30, // Usage X -// 0x09,0x31, // Usage Y -// 0x15,0x81, // Logical Minimum 81h (-127d) -// 0x25,0x7F, // Logical Maximum 7Fh (127d) -// 0x35,0x00, // Physical Minimum 0 -// 0x46,0xFF,0x00, // Physical Maximum FFh (255d) -// 0x75,0x08, // Report Size 8 -// 0x95,0x02, // Report Count 2 -// 0x91,0x02, // Output (Variable) -// 0xC0 , // End Collection - - 0x05,0x0F, // Usage Page Physical Interface - 0x09,0x77, // Usage Effect Operation Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_EFOPREP+FFB_ID_OFFSET, // Report ID Ah (10d) - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0x09,0x78, // Usage Effect Operation - 0xA1,0x02, // Collection Datalink - 0x09,0x79, // Usage Op Effect Start - 0x09,0x7A, // Usage Op Effect Start Solo - 0x09,0x7B, // Usage Op Effect Stop - 0x15,0x01, // Logical Minimum 1 - 0x25,0x03, // Logical Maximum 3 - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x00, // Output - 0xC0 , // End Collection - 0x09,0x7C, // Usage Loop Count - 0x15,0x00, // Logical Minimum 0 - 0x26,0xFF,0x00, // Logical Maximum FFh (255d) - 0x35,0x00, // Physical Minimum 0 - 0x46,0xFF,0x00, // Physical Maximum FFh (255d) - 0x91,0x02, // Output (Variable) - 0xC0 , // End Collection - 0x09,0x90, // Usage PID Block Free Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_BLKFRREP+FFB_ID_OFFSET, // Report ID Bh (11d) - 0x09,0x22, // Usage Effect Block Index - 0x15,0x01, // Logical Minimum 1 - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0xC0 , // End Collection - - 0x09,0x95, // Usage PID Device Control (0x96?) - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_CTRLREP+FFB_ID_OFFSET, // Report ID Ch (12d) - 0x09,0x96, // Usage PID Device Control (0x96?) - 0xA1,0x02, // Collection Datalink - - 0x09,0x97, // Usage DC Enable Actuators - 0x09,0x98, // Usage DC Disable Actuators - 0x09,0x99, // Usage DC Stop All Effects - 0x09,0x9A, // Usage DC Device Reset - 0x09,0x9B, // Usage DC Device Pause - 0x09,0x9C, // Usage DC Device Continue - - - - 0x15,0x01, // Logical Minimum 1 - 0x25,0x06, // Logical Maximum 6 - 0x75,0x01, // Report Size 1 - 0x95,0x08, // Report Count 8 - 0x91,0x02, // Output - - 0xC0 , // End Collection - 0xC0 , // End Collection - 0x09,0x7D, // Usage Device Gain Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_GAINREP+FFB_ID_OFFSET, // Report ID Dh (13d) - 0x09,0x7E, // Usage Device Gain - 0x15,0x00, // Logical Minimum 0 - 0x26,0xFF,0x00, // Logical Maximum FFh (255d) - 0x35,0x00, // Physical Minimum 0 - 0x46,0x10,0x27, // Physical Maximum 2710h (10000d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0x91,0x02, // Output (Variable) - 0xC0 , // End Collection -// 0x09,0x6B, // Usage Set Custom Force Report -// 0xA1,0x02, // Collection Datalink -// 0x85,HID_ID_SETCREP+FFB_ID_OFFSET, // Report ID Eh (14d) +// 0x85,HID_ID_RAMPREP+FFB_ID_OFFSET, // Report ID 6 // 0x09,0x22, // Usage Effect Block Index // 0x15,0x01, // Logical Minimum 1 // 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) @@ -671,131 +409,442 @@ __ALIGN_BEGIN const uint8_t hid_2ffb_desc[USB_HID_2FFB_REPORT_DESC_SIZE] __ALIGN // 0x75,0x08, // Report Size 8 // 0x95,0x01, // Report Count 1 // 0x91,0x02, // Output (Variable) -// 0x09,0x6D, // Usage Sample Count +// 0x09,0x75, // Usage Ramp Start +// 0x09,0x76, // Usage Ramp End +// 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) +// 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) +// 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) +// 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) +// 0x75,0x10, // Report Size 16 +// 0x95,0x02, // Report Count 2 +// 0x91,0x02, // Output (Variable) +// 0xC0 , // End Collection +// +// +//// 0x09,0x68, // Usage Custom Force Data Report +//// 0xA1,0x02, // Collection Datalink +//// 0x85,HID_ID_CSTMREP+FFB_ID_OFFSET, // Report ID 7 +//// 0x09,0x22, // Usage Effect Block Index +//// 0x15,0x01, // Logical Minimum 1 +//// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) +//// 0x35,0x01, // Physical Minimum 1 +//// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) +//// 0x75,0x08, // Report Size 8 +//// 0x95,0x01, // Report Count 1 +//// 0x91,0x02, // Output (Variable) +//// 0x09,0x6C, // Usage Custom Force Data Offset +//// 0x15,0x00, // Logical Minimum 0 +//// 0x26,0x10,0x27, // Logical Maximum 2710h (10000d) +//// 0x35,0x00, // Physical Minimum 0 +//// 0x46,0x10,0x27, // Physical Maximum 2710h (10000d) +//// 0x75,0x10, // Report Size 10h (16d) +//// 0x95,0x01, // Report Count 1 +//// 0x91,0x02, // Output (Variable) +//// 0x09,0x69, // Usage Custom Force Data +//// 0x15,0x81, // Logical Minimum 81h (-127d) +//// 0x25,0x7F, // Logical Maximum 7Fh (127d) +//// 0x35,0x00, // Physical Minimum 0 +//// 0x46,0xFF,0x00, // Physical Maximum FFh (255d) +//// 0x75,0x08, // Report Size 8 +//// 0x95,0x0C, // Report Count Ch (12d) +//// 0x92,0x02,0x01, // Output (Variable, Buffered) +//// 0xC0 , // End Collection +//// 0x09,0x66, // Usage Download Force Sample +//// 0xA1,0x02, // Collection Datalink +//// 0x85,HID_ID_SMPLREP+FFB_ID_OFFSET, // Report ID 8 +//// 0x05,0x01, // Usage Page Generic Desktop +//// 0x09,0x30, // Usage X +//// 0x09,0x31, // Usage Y +//// 0x15,0x81, // Logical Minimum 81h (-127d) +//// 0x25,0x7F, // Logical Maximum 7Fh (127d) +//// 0x35,0x00, // Physical Minimum 0 +//// 0x46,0xFF,0x00, // Physical Maximum FFh (255d) +//// 0x75,0x08, // Report Size 8 +//// 0x95,0x02, // Report Count 2 +//// 0x91,0x02, // Output (Variable) +//// 0xC0 , // End Collection + HIDDESC_FFB_EFOPREP, +// 0x05,0x0F, // Usage Page Physical Interface +// 0x09,0x77, // Usage Effect Operation Report +// 0xA1,0x02, // Collection Datalink +// 0x85,HID_ID_EFOPREP+FFB_ID_OFFSET, // Report ID Ah (10d) +// 0x09,0x22, // Usage Effect Block Index +// 0x15,0x01, // Logical Minimum 1 +// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) +// 0x35,0x01, // Physical Minimum 1 +// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0x91,0x02, // Output (Variable) +// 0x09,0x78, // Usage Effect Operation +// 0xA1,0x02, // Collection Datalink +// 0x09,0x79, // Usage Op Effect Start +// 0x09,0x7A, // Usage Op Effect Start Solo +// 0x09,0x7B, // Usage Op Effect Stop +// 0x15,0x01, // Logical Minimum 1 +// 0x25,0x03, // Logical Maximum 3 +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0x91,0x00, // Output +// 0xC0 , // End Collection +// 0x09,0x7C, // Usage Loop Count // 0x15,0x00, // Logical Minimum 0 // 0x26,0xFF,0x00, // Logical Maximum FFh (255d) // 0x35,0x00, // Physical Minimum 0 // 0x46,0xFF,0x00, // Physical Maximum FFh (255d) -// 0x75,0x08, // Report Size 8 -// 0x95,0x01, // Report Count 1 // 0x91,0x02, // Output (Variable) -// 0x09,0x51, // Usage Sample Period -// 0x66,0x03,0x10, // Unit 1003h (4099d) -// 0x55,0xFD, // Unit Exponent FDh (253d) +// 0xC0 , // End Collection + HIDDESC_FFB_BLOCKFREEREP, +// 0x09,0x90, // Usage PID Block Free Report +// 0xA1,0x02, // Collection Datalink +// 0x85,HID_ID_BLKFRREP+FFB_ID_OFFSET, // Report ID Bh (11d) +// 0x09,0x22, // Usage Effect Block Index +// 0x15,0x01, // Logical Minimum 1 +// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) +// 0x35,0x01, // Physical Minimum 1 +// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0x91,0x02, // Output (Variable) +// 0xC0 , // End Collection + HIDDESC_FFB_DEVCTRLREP, +// 0x09,0x95, // Usage PID Device Control (0x96?) +// 0xA1,0x02, // Collection Datalink +// 0x85,HID_ID_CTRLREP+FFB_ID_OFFSET, // Report ID Ch (12d) +// 0x09,0x96, // Usage PID Device Control (0x96?) +// 0xA1,0x02, // Collection Datalink +// +// 0x09,0x97, // Usage DC Enable Actuators +// 0x09,0x98, // Usage DC Disable Actuators +// 0x09,0x99, // Usage DC Stop All Effects +// 0x09,0x9A, // Usage DC Device Reset +// 0x09,0x9B, // Usage DC Device Pause +// 0x09,0x9C, // Usage DC Device Continue +// +// +// +// 0x15,0x01, // Logical Minimum 1 +// 0x25,0x06, // Logical Maximum 6 +// 0x75,0x01, // Report Size 1 +// 0x95,0x08, // Report Count 8 +// 0x91,0x02, // Output +// +// 0xC0 , // End Collection +// 0xC0 , // End Collection +// 0x09,0x7D, // Usage Device Gain Report +// 0xA1,0x02, // Collection Datalink +// 0x85,HID_ID_GAINREP+FFB_ID_OFFSET, // Report ID Dh (13d) +// 0x09,0x7E, // Usage Device Gain // 0x15,0x00, // Logical Minimum 0 -// 0x26,0xFF,0x7F, // Logical Maximum 7FFFh (32767d) +// 0x26,0xFF,0x00, // Logical Maximum FFh (255d) // 0x35,0x00, // Physical Minimum 0 -// 0x46,0xFF,0x7F, // Physical Maximum 7FFFh (32767d) -// 0x75,0x10, // Report Size 10h (16d) +// 0x46,0x10,0x27, // Physical Maximum 2710h (10000d) +// 0x75,0x08, // Report Size 8 // 0x95,0x01, // Report Count 1 // 0x91,0x02, // Output (Variable) -// 0x55,0x00, // Unit Exponent 0 -// 0x66,0x00,0x00, // Unit 0 +// 0xC0 , // End Collection + +//// 0x09,0x6B, // Usage Set Custom Force Report +//// 0xA1,0x02, // Collection Datalink +//// 0x85,HID_ID_SETCREP+FFB_ID_OFFSET, // Report ID Eh (14d) +//// 0x09,0x22, // Usage Effect Block Index +//// 0x15,0x01, // Logical Minimum 1 +//// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) +//// 0x35,0x01, // Physical Minimum 1 +//// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) +//// 0x75,0x08, // Report Size 8 +//// 0x95,0x01, // Report Count 1 +//// 0x91,0x02, // Output (Variable) +//// 0x09,0x6D, // Usage Sample Count +//// 0x15,0x00, // Logical Minimum 0 +//// 0x26,0xFF,0x00, // Logical Maximum FFh (255d) +//// 0x35,0x00, // Physical Minimum 0 +//// 0x46,0xFF,0x00, // Physical Maximum FFh (255d) +//// 0x75,0x08, // Report Size 8 +//// 0x95,0x01, // Report Count 1 +//// 0x91,0x02, // Output (Variable) +//// 0x09,0x51, // Usage Sample Period +//// 0x66,0x03,0x10, // Unit 1003h (4099d) +//// 0x55,0xFD, // Unit Exponent FDh (253d) +//// 0x15,0x00, // Logical Minimum 0 +//// 0x26,0xFF,0x7F, // Logical Maximum 7FFFh (32767d) +//// 0x35,0x00, // Physical Minimum 0 +//// 0x46,0xFF,0x7F, // Physical Maximum 7FFFh (32767d) +//// 0x75,0x10, // Report Size 10h (16d) +//// 0x95,0x01, // Report Count 1 +//// 0x91,0x02, // Output (Variable) +//// 0x55,0x00, // Unit Exponent 0 +//// 0x66,0x00,0x00, // Unit 0 +//// 0xC0 , // End Collection + HIDDESC_FFB_NEWEFREP, +// 0x09,0xAB, // Usage Create New Effect Report +// 0xA1,0x02, // Collection Datalink +// 0x85,HID_ID_NEWEFREP+FFB_ID_OFFSET, // Report ID 1 +// 0x09,0x25, // Usage Effect Type +// 0xA1,0x02, // Collection Datalink +// 0x09, HID_USAGE_CONST, // Usage ET Constant Force +// 0x09, HID_USAGE_RAMP, // Usage ET Ramp +// 0x09, HID_USAGE_SQUR, // Usage ET Square +// 0x09, HID_USAGE_SINE, // Usage ET Sine +// 0x09, HID_USAGE_TRNG, // Usage ET Triangle +// 0x09, HID_USAGE_STUP, // Usage ET Sawtooth Up +// 0x09, HID_USAGE_STDN, // Usage ET Sawtooth Down +// 0x09, HID_USAGE_SPRNG, // Usage ET Spring +// 0x09, HID_USAGE_DMPR, // Usage ET Damper +// 0x09, HID_USAGE_INRT, // Usage ET Inertia +// 0x09, HID_USAGE_FRIC, // Usage ET Friction +//// 0x09, 0x28, // Usage ET Custom Force Data +// 0x25,0x0B, // Logical Maximum Ch (11d) +// 0x15,0x01, // Logical Minimum 1 +// 0x35,0x01, // Physical Minimum 1 +// 0x45,0x0B, // Physical Maximum Ch (11d) +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0xB1,0x00, // Feature +// 0xC0 , // End Collection +// 0x05,0x01, // Usage Page Generic Desktop +// 0x09,0x3B, // Usage Reserved (Byte count) +// 0x15,0x00, // Logical Minimum 0 +// 0x26,0xFF,0x01, // Logical Maximum 1FFh (511d) +// 0x35,0x00, // Physical Minimum 0 +// 0x46,0xFF,0x01, // Physical Maximum 1FFh (511d) +// 0x75,0x0A, // Report Size Ah (10d) +// 0x95,0x01, // Report Count 1 +// 0xB1,0x02, // Feature (Variable) +// 0x75,0x06, // Report Size 6 +// 0xB1,0x01, // Feature (Constant) // 0xC0 , // End Collection - 0x09,0xAB, // Usage Create New Effect Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_NEWEFREP+FFB_ID_OFFSET, // Report ID 1 - 0x09,0x25, // Usage Effect Type +// 0x05,0x0F, // Usage Page Physical Interface + HIDDESC_FFB_BLOCKLOADREP, +// 0x09,0x89, // Usage Block Load Report +// 0xA1,0x02, // Collection Datalink +// 0x85,HID_ID_BLKLDREP+FFB_ID_OFFSET, // Report ID 0x12 +// 0x09,0x22, // Usage Effect Block Index +// 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) +// 0x15,0x01, // Logical Minimum 1 +// 0x35,0x01, // Physical Minimum 1 +// 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0xB1,0x02, // Feature (Variable) +// 0x09,0x8B, // Usage Block Load Status +// 0xA1,0x02, // Collection Datalink +// 0x09,0x8C, // Usage Block Load Success +// 0x09,0x8D, // Usage Block Load Full +// 0x09,0x8E, // Usage Block Load Error +// 0x15,0x01, // Logical Minimum 1 +// 0x25,0x03, // Logical Maximum 3 +// 0x35,0x01, // Physical Minimum 1 +// 0x45,0x03, // Physical Maximum 3 +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0xB1,0x00, // Feature +// 0xC0 , // End Collection +// 0x09,0xAC, // Usage Pool available +// 0x15,0x00, // Logical Minimum 0 +// 0x27,0xFF,0xFF,0x00,0x00, // Logical Maximum FFFFh (65535d) +// 0x35,0x00, // Physical Minimum 0 +// 0x47,0xFF,0xFF,0x00,0x00, // Physical Maximum FFFFh (65535d) +// 0x75,0x10, // Report Size 10h (16d) +// 0x95,0x01, // Report Count 1 +// 0xB1,0x00, // Feature +// 0xC0 , // End Collection + HIDDESC_FFB_POOLREP, +// 0x09,0x7F, // Usage PID Pool Report +// 0xA1,0x02, // Collection Datalink +// 0x85,HID_ID_POOLREP+FFB_ID_OFFSET, // Report ID 0x13 +// 0x09,0x80, // Usage RAM Pool size +// 0x75,0x10, // Report Size 10h (16d) +// 0x95,0x01, // Report Count 1 +// 0x15,0x00, // Logical Minimum 0 +// 0x35,0x00, // Physical Minimum 0 +// 0x27,0xFF,0xFF,0x00,0x00, // Logical Maximum FFFFh (65535d) +// 0x47,0xFF,0xFF,0x00,0x00, // Physical Maximum FFFFh (65535d) +// 0xB1,0x02, // Feature (Variable) +// 0x09,0x83, // Usage Simultaneous Effects Max +// 0x26,0xFF,0x00, // Logical Maximum FFh (255d) +// 0x46,0xFF,0x00, // Physical Maximum FFh (255d) +// 0x75,0x08, // Report Size 8 +// 0x95,0x01, // Report Count 1 +// 0xB1,0x02, // Feature (Variable) +// 0x09,0xA9, // Usage Device Managed Pool +// 0x09,0xAA, // Usage Shared Parameter Blocks +// 0x75,0x01, // Report Size 1 +// 0x95,0x02, // Report Count 2 +// 0x15,0x00, // Logical Minimum 0 +// 0x25,0x01, // Logical Maximum 1 +// 0x35,0x00, // Physical Minimum 0 +// 0x45,0x01, // Physical Maximum 1 +// 0xB1,0x02, // Feature (Variable) +// 0x75,0x06, // Report Size 6 +// 0x95,0x01, // Report Count 1 +// 0xB1,0x03, // Feature (Constant, Variable) +// 0xC0, // End Collection + + 0xC0 /* END_COLLECTION */ +}; +#endif + +#ifdef AXIS2_FFB_HID_DESC_32B +__ALIGN_BEGIN const uint8_t hid_2ffb_desc_32b[USB_HID_2FFB_REPORT_DESC_32B_SIZE] __ALIGN_END = +{ + 0x05, 0x01, /* USAGE_PAGE (Generic Desktop)*/ + 0x09, 0x04, /* USAGE (Joystick)*/ + 0xa1, 0x01, /* COLLECTION (Application)*/ + HIDDESC_GAMEPAD_32B, + + HIDDESC_CTRL_REPORTS, // HID command report support + + HIDDESC_FFB_STATEREP, + /* + Output + Collection Datalink: + Usage Set Effect Report + + ID:1 + Effect Block Index: 8bit + + subcollection Effect Type + 12 effect types, 8bit each + + */ + HIDDESC_FFB_SETEFREP, + +// Len 108 bytes following + 0x09,0x55, // Usage Axes Enable TODO multi axis + 0xA1,0x02, // Collection Datalink + 0x05,0x01, // Usage Page Generic Desktop + 0x09,0x30, // Usage X + 0x09,0x31, // Usage Y + 0x15,0x00, // Logical Minimum 0 + 0x25,0x01, // Logical Maximum 1 + 0x75,0x01, // Report Size 1 + 0x95,0x02, // Report Count 2 + 0x91,0x02, // Output (Variable) + 0xC0 , // End Collection + 0x05,0x0F, // Usage Page Physical Interface + 0x09,0x56, // Usage Direction Enable + 0x95,0x01, // Report Count 1 + 0x91,0x02, // Output (Variable) + 0x95,0x05, // Report Count 5 + 0x91,0x03, // Output (Constant, Variable) + + 0x09,0x57, // Usage Direction 0xA1,0x02, // Collection Datalink - 0x09, HID_USAGE_CONST, // Usage ET Constant Force - 0x09, HID_USAGE_RAMP, // Usage ET Ramp - 0x09, HID_USAGE_SQUR, // Usage ET Square - 0x09, HID_USAGE_SINE, // Usage ET Sine - 0x09, HID_USAGE_TRNG, // Usage ET Triangle - 0x09, HID_USAGE_STUP, // Usage ET Sawtooth Up - 0x09, HID_USAGE_STDN, // Usage ET Sawtooth Down - 0x09, HID_USAGE_SPRNG, // Usage ET Spring - 0x09, HID_USAGE_DMPR, // Usage ET Damper - 0x09, HID_USAGE_INRT, // Usage ET Inertia - 0x09, HID_USAGE_FRIC, // Usage ET Friction -// 0x09, 0x28, // Usage ET Custom Force Data - 0x25,0x0B, // Logical Maximum Ch (11d) + 0x0B,0x01,0x00,0x0A,0x00, // Usage Ordinals: Instance 1 + 0x0B,0x02,0x00,0x0A,0x00, // Usage Ordinals: Instance 2 + 0x66,0x14,0x00, // Unit 14h (20d) Angular position + 0x55,0xFE, // Unit Exponent FEh (254d) +// 0x15,0x00, // Logical Minimum 0 +// 0x26,0xFF,0x00, // Logical Maximum FFh (255d) + 0x15,0x00, // Logical Minimum 0 + 0x27,0xA0,0x8C,0x00,0x00, // Logical Maximum 8CA0h (36000d) + 0x35,0x00, // Physical Minimum 0 + 0x47,0xA0,0x8C,0x00,0x00, // Physical Maximum 8CA0h (36000d) + 0x66,0x00,0x00, // Unit 0 + 0x75,0x10, // Report Size 16 +// 0x95,0x01, // Report Count 1 + 0x95,0x02, // Report Count 2 + 0x91,0x02, // Output (Variable) + 0x55,0x00, // Unit Exponent 0 + 0x66,0x00,0x00, // Unit 0 + 0xC0, // End Collection + + 0x05, 0x0F, // USAGE_PAGE (Physical Interface) + 0x09, 0x58, // USAGE (Type Specific Block Offset) + 0xA1, 0x02, // COLLECTION (Logical) + 0x0B, 0x01, 0x00, 0x0A, 0x00, //USAGE (Ordinals:Instance 1 + 0x0B, 0x02, 0x00, 0x0A, 0x00, //USAGE (Ordinals:Instance 2) + 0x26, 0xFD, 0x7F, // LOGICAL_MAXIMUM (32765) ; 32K RAM or ROM max. + 0x75, 0x10, // REPORT_SIZE (16) + 0x95, 0x02, // REPORT_COUNT (2) + 0x91, 0x02, // OUTPUT (Data,Var,Abs) + 0xC0, // END_COLLECTION + 0xC0, // END_COLLECTION + + HIDDESC_FFB_SETENVREP, + +// HIDDESC_FFB_SETCONDREP, + + // Condition report depends on ffb axis count + // 125 bytes following + 0x09,0x5F, // Usage Set Condition Report + 0xA1,0x02, // Collection Datalink + 0x85,HID_ID_CONDREP+FFB_ID_OFFSET, // Report ID 3 + 0x09,0x22, // Usage Effect Block Index 0x15,0x01, // Logical Minimum 1 + 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) 0x35,0x01, // Physical Minimum 1 - 0x45,0x0B, // Physical Maximum Ch (11d) + 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) 0x75,0x08, // Report Size 8 0x95,0x01, // Report Count 1 - 0xB1,0x00, // Feature - 0xC0 , // End Collection - 0x05,0x01, // Usage Page Generic Desktop - 0x09,0x3B, // Usage Reserved (Byte count) - 0x15,0x00, // Logical Minimum 0 - 0x26,0xFF,0x01, // Logical Maximum 1FFh (511d) - 0x35,0x00, // Physical Minimum 0 - 0x46,0xFF,0x01, // Physical Maximum 1FFh (511d) - 0x75,0x0A, // Report Size Ah (10d) - 0x95,0x01, // Report Count 1 - 0xB1,0x02, // Feature (Variable) - 0x75,0x06, // Report Size 6 - 0xB1,0x01, // Feature (Constant) - 0xC0 , // End Collection - 0x05,0x0F, // Usage Page Physical Interface - 0x09,0x89, // Usage Block Load Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_BLKLDREP+FFB_ID_OFFSET, // Report ID 0x12 - 0x09,0x22, // Usage Effect Block Index - 0x25,MAX_EFFECTS, // Logical Maximum 28h (40d) - 0x15,0x01, // Logical Minimum 1 - 0x35,0x01, // Physical Minimum 1 - 0x45,MAX_EFFECTS, // Physical Maximum 28h (40d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0xB1,0x02, // Feature (Variable) - 0x09,0x8B, // Usage Block Load Status - 0xA1,0x02, // Collection Datalink - 0x09,0x8C, // Usage Block Load Success - 0x09,0x8D, // Usage Block Load Full - 0x09,0x8E, // Usage Block Load Error - 0x15,0x01, // Logical Minimum 1 + 0x91,0x02, // Output (Variable) + 0x09,0x23, // Usage Parameter Block Offset + 0x15,0x00, // Logical Minimum 0 0x25,0x03, // Logical Maximum 3 - 0x35,0x01, // Physical Minimum 1 + 0x35,0x00, // Physical Minimum 0 0x45,0x03, // Physical Maximum 3 - 0x75,0x08, // Report Size 8 + 0x75,0x04, // Report Size 4 0x95,0x01, // Report Count 1 - 0xB1,0x00, // Feature - 0xC0 , // End Collection - 0x09,0xAC, // Usage Pool available - 0x15,0x00, // Logical Minimum 0 - 0x27,0xFF,0xFF,0x00,0x00, // Logical Maximum FFFFh (65535d) - 0x35,0x00, // Physical Minimum 0 - 0x47,0xFF,0xFF,0x00,0x00, // Physical Maximum FFFFh (65535d) - 0x75,0x10, // Report Size 10h (16d) - 0x95,0x01, // Report Count 1 - 0xB1,0x00, // Feature + 0x91,0x02, // Output (Variable) + 0x09,0x58, // Usage Type Specific Block Off... + 0xA1,0x02, // Collection Datalink + 0x0B,0x01,0x00,0x0A,0x00, // Usage Ordinals: Instance 1 + 0x0B,0x02,0x00,0x0A,0x00, // Usage Ordinals: Instance 2 + 0x75,0x02, // Report Size 2 + 0x95,0x02, // Report Count 2 + 0x91,0x02, // Output (Variable) + 0xC0 , // End Collection + 0x16,0x00, 0x80, // Logical Minimum 7FFFh (-32767d) + 0x26,0xff, 0x7f, // Logical Maximum 7FFFh (32767d) + 0x36,0x00, 0x80, // Physical Minimum 7FFFh (-32767d) + 0x46,0xff, 0x7f, // Physical Maximum 7FFFh (32767d) + + 0x09,0x60, // Usage CP Offset + 0x75,0x10, // Report Size 16 + 0x95,0x01, // Report Count 1 + 0x91,0x02, // Output (Variable) + 0x36,0x00, 0x80, // Physical Minimum (-32768) + 0x46,0xff, 0x7f, // Physical Maximum (32767) + 0x09,0x61, // Usage Positive Coefficient + 0x09,0x62, // Usage Negative Coefficient + 0x95,0x02, // Report Count 2 + 0x91,0x02, // Output (Variable) + 0x16,0x00,0x00, // Logical Minimum 0 + 0x26,0xff, 0x7f, // Logical Maximum (32767) + 0x36,0x00,0x00, // Physical Minimum 0 + 0x46,0xff, 0x7f, // Physical Maximum (32767) + 0x09,0x63, // Usage Positive Saturation + 0x09,0x64, // Usage Negative Saturation + 0x75,0x10, // Report Size 16 + 0x95,0x02, // Report Count 2 + 0x91,0x02, // Output (Variable) + 0x09,0x65, // Usage Dead Band + 0x46,0xff, 0x7f, // Physical Maximum (32767) + 0x95,0x01, // Report Count 1 + 0x91,0x02, // Output (Variable) 0xC0 , // End Collection - 0x09,0x7F, // Usage PID Pool Report - 0xA1,0x02, // Collection Datalink - 0x85,HID_ID_POOLREP+FFB_ID_OFFSET, // Report ID 0x13 - 0x09,0x80, // Usage RAM Pool size - 0x75,0x10, // Report Size 10h (16d) - 0x95,0x01, // Report Count 1 - 0x15,0x00, // Logical Minimum 0 - 0x35,0x00, // Physical Minimum 0 - 0x27,0xFF,0xFF,0x00,0x00, // Logical Maximum FFFFh (65535d) - 0x47,0xFF,0xFF,0x00,0x00, // Physical Maximum FFFFh (65535d) - 0xB1,0x02, // Feature (Variable) - 0x09,0x83, // Usage Simultaneous Effects Max - 0x26,0xFF,0x00, // Logical Maximum FFh (255d) - 0x46,0xFF,0x00, // Physical Maximum FFh (255d) - 0x75,0x08, // Report Size 8 - 0x95,0x01, // Report Count 1 - 0xB1,0x02, // Feature (Variable) - 0x09,0xA9, // Usage Device Managed Pool - 0x09,0xAA, // Usage Shared Parameter Blocks - 0x75,0x01, // Report Size 1 - 0x95,0x02, // Report Count 2 - 0x15,0x00, // Logical Minimum 0 - 0x25,0x01, // Logical Maximum 1 - 0x35,0x00, // Physical Minimum 0 - 0x45,0x01, // Physical Maximum 1 - 0xB1,0x02, // Feature (Variable) - 0x75,0x06, // Report Size 6 - 0x95,0x01, // Report Count 1 - 0xB1,0x03, // Feature (Constant, Variable) - 0xC0, // End Collection + HIDDESC_FFB_SETPERIODICREP, + + HIDDESC_FFB_SETCFREP, + + HIDDESC_FFB_SETRAMPREP, + + HIDDESC_FFB_EFOPREP, + + HIDDESC_FFB_BLOCKFREEREP, + + HIDDESC_FFB_DEVCTRLREP, + + HIDDESC_FFB_NEWEFREP, + + HIDDESC_FFB_BLOCKLOADREP, + + HIDDESC_FFB_POOLREP, 0xC0 /* END_COLLECTION */ }; - #endif + + diff --git a/Firmware/FFBoard/UserExtensions/Src/usb_hid_gamepad.c b/Firmware/FFBoard/UserExtensions/Src/usb_hid_gamepad.c index 6f9364491..bc56f3781 100644 --- a/Firmware/FFBoard/UserExtensions/Src/usb_hid_gamepad.c +++ b/Firmware/FFBoard/UserExtensions/Src/usb_hid_gamepad.c @@ -16,124 +16,31 @@ */ __ALIGN_BEGIN const uint8_t hid_gamepad_desc[USB_HID_GAMEPAD_REPORT_DESC_SIZE] __ALIGN_END = { - 0x05, 0x01, // USAGE_PAGE (Generic Desktop) - 0x09, 0x04, // USAGE (Joystick) - 0xa1, 0x01, // COLLECTION (Application) - 0xa1, 0x00, // COLLECTION (Physical) - 0x85, 0x01, // REPORT_ID (1) - 0x05, 0x09, // USAGE_PAGE (Button) - 0x19, 0x01, // USAGE_MINIMUM (Button 1) - 0x29, 0x40, // USAGE_MAXIMUM (Button 64) - 0x15, 0x00, // LOGICAL_MINIMUM (0) - 0x25, 0x01, // LOGICAL_MAXIMUM (1) - 0x95, 0x40, // REPORT_COUNT (64) - 0x75, 0x01, // REPORT_SIZE (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - 0x05, 0x01, // USAGE_PAGE (Generic Desktop) - 0x09, HID_USAGE_X, // USAGE (X) -#if defined(HIDAXISRES_32B) && MAX_AXIS == 1 - HIDDESC_32B_ENTRY(0x01) -#endif - 0x09, HID_USAGE_Y, // USAGE (Y) -#if defined(HIDAXISRES_32B) && MAX_AXIS == 2 - HIDDESC_32B_ENTRY(0x02) -#endif - 0x09, HID_USAGE_Z, // USAGE (Z) -#if defined(HIDAXISRES_32B) && MAX_AXIS == 3 - HIDDESC_32B_ENTRY(0x03) -#endif - 0x09, HID_USAGE_RX, // USAGE (Rx) - 0x09, HID_USAGE_RY, // USAGE (Ry) - 0x09, HID_USAGE_RZ, // USAGE (Rz) - 0x09, HID_USAGE_SL1, // USAGE (Dial) - 0x09, HID_USAGE_SL0, // USAGE (Slider) - 0x16, 0x01, 0x80, // LOGICAL_MINIMUM (-32767) - 0x26, 0xff, 0x7f, // LOGICAL_MAXIMUM (32767) - 0x75, 0x10, // REPORT_SIZE (16) -#if defined(HIDAXISRES_32B) - 0x95, 0x08-MAX_AXIS, // REPORT_COUNT (8- amount of 32b axes) -#else - 0x95, 0x08, // REPORT_COUNT (8) -#endif - 0x81, 0x02, // INPUT (Data,Var,Abs) - 0xc0, // END_COLLECTION - - - // Control reports - 0x06, 0x00, 0xFF, // USAGE_PAGE (Vendor) - 0x09, 0x00, // USAGE (Vendor) - 0xA1, 0x01, // Collection (Application) - - 0x85,HID_ID_HIDCMD, // Report ID - 0x09, 0x01, // USAGE (Vendor) - 0x15, 0x00, // LOGICAL_MINIMUM (0) - 0x26, 0x04, 0x00, // Logical Maximum 4 - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x02, // USAGE (Vendor) class address - 0x75, 0x10, // REPORT_SIZE (16) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x03, // USAGE (Vendor) class instance - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x04, // USAGE (Vendor) cmd - 0x75, 0x20, // REPORT_SIZE (32) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x05, // USAGE (Vendor) - 0x75, 0x40, // REPORT_SIZE (64) value - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) - - 0x09, 0x06, // USAGE (Vendor) address - 0x75, 0x40, // REPORT_SIZE (64) - 0x95, 0x01, // REPORT_COUNT (1) - 0x91, 0x02, // OUTPUT (Data,Var,Abs) + 0x05, 0x01, /* USAGE_PAGE (Generic Desktop)*/ + 0x09, 0x04, /* USAGE (Joystick)*/ + 0xa1, 0x01, /* COLLECTION (Application)*/ + HIDDESC_GAMEPAD_16B, - 0x85,HID_ID_HIDCMD, // Report ID - 0x09, 0x01, // USAGE (Vendor) - 0x15, 0x00, // LOGICAL_MINIMUM (0) - 0x26, 0x04, 0x00, // Logical Maximum 4 - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) + HIDDESC_CTRL_REPORTS, // HID command report support - 0x09, 0x02, // USAGE (Vendor) class address - 0x75, 0x10, // REPORT_SIZE (16) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x03, // USAGE (Vendor) class instance - 0x75, 0x08, // REPORT_SIZE (8) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x04, // USAGE (Vendor) cmd - 0x75, 0x20, // REPORT_SIZE (32) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x05, // USAGE (Vendor) - 0x75, 0x40, // REPORT_SIZE (64) value - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) - - 0x09, 0x06, // USAGE (Vendor) address - 0x75, 0x40, // REPORT_SIZE (64) - 0x95, 0x01, // REPORT_COUNT (1) - 0x81, 0x02, // INPUT (Data,Var,Abs) + 0xC0 /* END_COLLECTION */ +}; +#endif +#ifdef FFB_HID_DESC_GAMEPAD_32B - 0xc0, // END_COLLECTION +/** + * USB HID descriptor containing a gamepad definition and the vendor defined reports but no PID FFB + */ +__ALIGN_BEGIN const uint8_t hid_gamepad_desc_32b[USB_HID_GAMEPAD_REPORT_DESC_32B_SIZE] __ALIGN_END = +{ + 0x05, 0x01, /* USAGE_PAGE (Generic Desktop)*/ + 0x09, 0x04, /* USAGE (Joystick)*/ + 0xa1, 0x01, /* COLLECTION (Application)*/ + HIDDESC_GAMEPAD_32B, + HIDDESC_CTRL_REPORTS, // HID command report support 0xC0 /* END_COLLECTION */ }; From 2b474517fcec98d4f8c82669713dce2d8f6d5a27 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Thu, 4 Apr 2024 15:31:10 +0200 Subject: [PATCH 22/87] Split HID gamepad report buffer into helper class --- Firmware/FFBoard/Inc/ffb_defs.h | 108 +++++++++++------- .../FFBoard/UserExtensions/Inc/FFBHIDMain.h | 7 +- .../FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 39 ++++--- 3 files changed, 96 insertions(+), 58 deletions(-) diff --git a/Firmware/FFBoard/Inc/ffb_defs.h b/Firmware/FFBoard/Inc/ffb_defs.h index c5596b073..f6f0a8eef 100644 --- a/Firmware/FFBoard/Inc/ffb_defs.h +++ b/Firmware/FFBoard/Inc/ffb_defs.h @@ -97,21 +97,22 @@ #ifdef __cplusplus +template struct __attribute__((__packed__)) reportHID_t { uint8_t id = 1; uint64_t buttons = 0; -#if defined(HIDAXISRES_32B) && MAX_AXIS >= 1 - int32_t X = 0; +#if MAX_AXIS >= 1 + dtypeaxis X = 0; #else int16_t X = 0; #endif -#if defined(HIDAXISRES_32B) && MAX_AXIS >= 2 - int32_t Y = 0; +#if MAX_AXIS >= 2 + dtypeaxis Y = 0; #else int16_t Y = 0; #endif -#if defined(HIDAXISRES_32B) && MAX_AXIS >= 3 - int32_t Z = 0; +#if MAX_AXIS >= 3 + dtypeaxis Z = 0; #else int16_t Z = 0; #endif @@ -121,41 +122,70 @@ struct __attribute__((__packed__)) reportHID_t { int16_t Dial = 0; int16_t Slider = 0; }; - -/* - * Helper function to access analog axes in packed HID report struct +/** + * Helper class for double buffered HID gamepad reports to allow use of different datatypes for main axes + * Double buffer allows testing if data has changed before sending */ -inline void setHidReportAxis(reportHID_t *report, uint8_t idx, uint32_t val){ - - switch(idx){ - case 0: - report->X = val; - break; - case 1: - report->Y = val; - break; - case 2: - report->Z = val; - break; - case 3: - report->RX = val; - break; - case 4: - report->RY = val; - break; - case 5: - report->RZ = val; - break; - case 6: - report->Dial = val; - break; - case 7: - report->Slider = val; - break; - default: - return; +class HID_GamepadReport_base{ +public: + virtual void setHidReportAxis(uint8_t idx, uint32_t val) = 0; + virtual uint8_t* getBuffer() = 0; + virtual uint32_t getLength() = 0; + virtual uint64_t getButtons() = 0; + virtual void setButtons(uint64_t btn) = 0; //! Must use setter to prevent unaligned access + virtual bool changed() = 0; + virtual void swap() = 0; +}; + +template +class HID_GamepadReport : public HID_GamepadReport_base{ +private: + reportHID_t report1; + reportHID_t report2; + reportHID_t* report = &report1; + +public: + uint64_t getButtons() override {return report->buttons;} + void setButtons(uint64_t btn) override {report->buttons = btn;} + + void setHidReportAxis(uint8_t idx, uint32_t val) override { + switch(idx){ + case 0: + report->X = val; + break; + case 1: + report->Y = val; + break; + case 2: + report->Z = val; + break; + case 3: + report->RX = val; + break; + case 4: + report->RY = val; + break; + case 5: + report->RZ = val; + break; + case 6: + report->Dial = val; + break; + case 7: + report->Slider = val; + break; + default: + return; + } } -} + bool changed() override {return memcmp(&report1,&report2,sizeof(reportHID_t)) != 0;} + void swap() override {report = (report == &report1 ? &report2 : &report1);} // Swaps report buffers + + uint32_t getLength() override {return sizeof(reportHID_t);} + uint8_t* getBuffer() override {return reinterpret_cast(this->report);} + +}; + typedef struct { diff --git a/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h b/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h index bdb0bd200..736b6c81b 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h +++ b/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h @@ -103,7 +103,8 @@ class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentSto uint8_t usb_report_rate = HID_BINTERVAL; //for FS USB 1 = 1000hz, 2 = 500hz, 3 = 333hz 4 = 250hz, 5 = 200hz 6 = 166hz, 8 = 125hz etc... uint8_t usb_report_rate_idx = ffbrates.defaultmode; #ifndef TIM_FFB - uint8_t ffb_rate_divider = 0; // TODO support ffb without timers again + uint8_t ffb_rate_divider = 0; + uint8_t ffb_rate_counter = 0; #endif @@ -137,8 +138,8 @@ class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentSto std::vector> btns; std::vector> analog_inputs; - reportHID_t reportHID; - reportHID_t lastReportHID; + std::unique_ptr reportHID; + uint8_t reportSendCounter = 0; const uint8_t analogAxisCount = 8; diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index c50cb9e5f..90e8dcec8 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -33,7 +33,13 @@ FFBHIDMain::FFBHIDMain(uint8_t axisCount,bool hidAxis32b) : SelectableInputs(ButtonSource::all_buttonsources,AnalogSource::all_analogsources), axisCount(axisCount),hidAxis32b(hidAxis32b) { - + if(hidAxis32b){ + reportHID = std::make_unique>(); + }else{ + reportHID = std::make_unique>(); + } +// reportHID((hidAxis32b ? HID_GamepadReport() : HID_GamepadReport())), +// lastReportHID((hidAxis32b ? HID_GamepadReport() : HID_GamepadReport())), restoreFlashDelayed(); // Load parameters registerCommands(); @@ -104,7 +110,10 @@ void FFBHIDMain::Run(){ #endif while(true){ #ifndef TIM_FFB - Delay(1); + while(ffb_rate_counter++ < ffb_rate_divider){ + Delay(1); + } + ffb_rate_counter = 0; #else WaitForNotification(); #endif @@ -169,12 +178,11 @@ void FFBHIDMain::send_report(){ // if(!sourcesSem.Take(10)){ // return; // } - // Read buttons - reportHID.buttons = 0; // Reset buttons + // Read buttons uint64_t b = 0; SelectableInputs::getButtonValues(b); - reportHID.buttons = b; + reportHID->setButtons(b); // Encoder //axes_manager->addAxesToReport(analogAxesReport, &count); @@ -185,7 +193,8 @@ void FFBHIDMain::send_report(){ if(!hidAxis32b){ val = val >> 16; // Scale to 16b } - setHidReportAxis(&reportHID,count++,val); + //setHidReportAxis(&reportHID,count++,val); + reportHID->setHidReportAxis(count++, val); } // Fill remaining values with analog inputs @@ -193,29 +202,27 @@ void FFBHIDMain::send_report(){ for(int32_t val : *axes){ if(count >= analogAxisCount) break; - if(count <= MAX_AXIS && hidAxis32b) + if((count <= MAX_AXIS) && hidAxis32b) val = val << 16; // Shift up 16 bit to fill 32b value. Primary axis is 32b - setHidReportAxis(&reportHID,count++,val); + reportHID->setHidReportAxis(count++, val); } // sourcesSem.Give(); // Fill rest for(;countsetHidReportAxis(count, 0); } /* * Only send a new report if actually changed since last time or timeout and hid is ready */ - if( (reportSendCounter > 100/usb_report_rate || (memcmp(&lastReportHID,&reportHID,sizeof(reportHID_t)) != 0) )) + if( (reportSendCounter > 100/usb_report_rate || reportHID->changed()) ) { - - - tud_hid_report(0, reinterpret_cast(&reportHID), sizeof(reportHID_t)); - lastReportHID = reportHID; - reportSendCounter = 0; - + tud_hid_report(0, reportHID->getBuffer(), reportHID->getLength()); + reportHID->swap(); // Report has changed and was sent. Swap buffers. + reportSendCounter = 0; } } From 3c02223c23199bcb6a315b59b27a8f372a73e567 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Mon, 8 Apr 2024 11:49:35 +0200 Subject: [PATCH 23/87] Cleanup --- .../UserExtensions/Inc/usb_hid_ffb_desc.h | 22 +++++-------------- .../UserExtensions/Src/TMC4671_configs.cpp | 4 +--- 2 files changed, 6 insertions(+), 20 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h b/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h index 61b3fccfd..9257ceaf6 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h +++ b/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h @@ -10,22 +10,10 @@ #include "constants.h" #include "hid.h" -//#if defined(HIDAXISRES_32B) -//#define USB_HID_1FFB_REPORT_DESC_SIZE 1196 + 16 -//#else -//#define USB_HID_1FFB_REPORT_DESC_SIZE 1196 -//#endif -//#ifdef AXIS1_FFB_HID_DESC -//extern const uint8_t hid_1ffb_desc[USB_HID_1FFB_REPORT_DESC_SIZE]; -//#endif - -//#if defined(HIDAXISRES_32B) -//#define USB_HID_2FFB_REPORT_DESC_SIZE 1215 + 16 -//#else -//#define USB_HID_2FFB_REPORT_DESC_SIZE 1215 -//#endif - - +/** \defgroup HID Descriptors + * \details Contains definitions of different HID descriptor parts * + * @{ + */ @@ -774,5 +762,5 @@ extern const uint8_t hid_gamepad_desc[USB_HID_GAMEPAD_REPORT_DESC_SIZE]; extern const uint8_t hid_gamepad_desc_32b[USB_HID_GAMEPAD_REPORT_DESC_32B_SIZE]; #endif - +/** @}*/ #endif /* USB_INC_USB_HID_FFB_DESC_H_ */ diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671_configs.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671_configs.cpp index 1062d05f6..1d5cb0d0d 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671_configs.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671_configs.cpp @@ -71,7 +71,7 @@ const TMC4671HardwareTypeConf conf1_2_2 = { .bbm = 20, }; const TMC4671HardwareTypeConf conf1_3 = { - .name = "v1.2.2 ACS724 (66mV/A)", + .name = "v1.3 ACS724 (66mV/A)", .hwVersion = (uint8_t)TMC_HW_Ver::v1_3_66mv, .adcOffset = 0, .thermistorSettings = { @@ -101,8 +101,6 @@ const TMC4671HardwareTypeConf conf1_3 = { .enc_hall = 1, .enc_ext = 1, - .analog_enc_skip_cal = 0, - .allowFluxDissipationDeactivation = 1 } }; From bca95eb09dd0c205dc7c9fd44eda416ac5e96773 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 16 Apr 2024 14:35:14 +0200 Subject: [PATCH 24/87] I2C eeprom using port class. Requires port definition and id >=1 --- Firmware/FFBoard/Inc/cpp_target_config.h | 4 ++++ Firmware/FFBoard/Src/I2C.cpp | 18 ----------------- Firmware/FFBoard/Src/flash_helpers.cpp | 25 +++++++++++++++--------- 3 files changed, 20 insertions(+), 27 deletions(-) diff --git a/Firmware/FFBoard/Inc/cpp_target_config.h b/Firmware/FFBoard/Inc/cpp_target_config.h index fcf4f7ed6..20b898825 100644 --- a/Firmware/FFBoard/Inc/cpp_target_config.h +++ b/Firmware/FFBoard/Inc/cpp_target_config.h @@ -47,4 +47,8 @@ extern const OutputPin debugpin; extern const OutputPin gpMotor; #endif +#if defined(I2C_PORT_EEPROM) +extern I2CPort i2cport_int; +#endif + #endif diff --git a/Firmware/FFBoard/Src/I2C.cpp b/Firmware/FFBoard/Src/I2C.cpp index decbe4192..33470ab8a 100644 --- a/Firmware/FFBoard/Src/I2C.cpp +++ b/Firmware/FFBoard/Src/I2C.cpp @@ -14,24 +14,6 @@ ClassIdentifier I2CPort::info = { -//static bool operator==(const I2C_InitTypeDef& lhs, const I2C_InitTypeDef& rhs) { -// return lhs.AddressingMode == rhs.AddressingMode -// && lhs.ClockSpeed == rhs.ClockSpeed -// && lhs.DualAddressMode == rhs.DualAddressMode -// && lhs.DutyCycle == rhs.DutyCycle -// && lhs.GeneralCallMode == rhs.GeneralCallMode -// && lhs.NoStretchMode == rhs.NoStretchMode -// && lhs.OwnAddress1 == rhs.OwnAddress1 -// && lhs.OwnAddress2 == rhs.OwnAddress2; -//} - -//static bool operator==(const I2C_InitTypeDef& lhs, const I2C_InitTypeDef& rhs) { -// return memcmp(&lhs,&rhs,sizeof(I2C_InitTypeDef)) == 0; -//} -// - - - I2CPort::I2CPort(I2C_HandleTypeDef &hi2c,const I2CPortHardwareConfig& presets,uint8_t instance) : CommandHandler("i2c", CLSID_I2CPORT, instance), hi2c(hi2c),presets(presets) { restoreFlashDelayed(); #ifdef I2C_COMMANDS_DISABLED_IF_NOT_USED diff --git a/Firmware/FFBoard/Src/flash_helpers.cpp b/Firmware/FFBoard/Src/flash_helpers.cpp index 4b0c2d051..1008df97d 100644 --- a/Firmware/FFBoard/Src/flash_helpers.cpp +++ b/Firmware/FFBoard/Src/flash_helpers.cpp @@ -107,7 +107,10 @@ bool Flash_ReadWriteDefault(uint16_t adr,uint16_t *buf,uint16_t def){ uint8_t i2cBufferEeprom[sizeof(uint16_t)] = {0}; #include "string.h" // Memcpy #include "cassert" - +#include +#include "I2C.h" +I2CDevice i2cdeveeprom; +extern I2CPort i2cport_int; bool Flash_Write(uint16_t adr,uint16_t dat){ uint16_t dataLength = sizeof(dat); @@ -120,12 +123,14 @@ bool Flash_Write(uint16_t adr,uint16_t dat){ // Do segmented writes bool res = false; while(curAdr < adr+dataLength){ - while(!HAL_I2C_IsDeviceReady(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT) == HAL_OK){ +// i2cport_int.isDeviceReady(i2cdeveeprom, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT,false) + while(!i2cport_int.isDeviceReady(&i2cdeveeprom, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT,false)){ vTaskDelay(1); } uint16_t wLen = std::min(dataLength,I2C_EEPROM_PAGEWRITE_SIZE - (adr % I2C_EEPROM_PAGEWRITE_SIZE)); - res = HAL_I2C_Mem_Write(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, curAdr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, wLen,I2C_EEPROM_TIMEOUT) == HAL_OK; + res = i2cport_int.writeMem(&i2cdeveeprom, I2C_EEPROM_ADR, curAdr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, wLen, I2C_EEPROM_TIMEOUT, false); + //res = HAL_I2C_Mem_Write(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, curAdr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, wLen,I2C_EEPROM_TIMEOUT) == HAL_OK; curAdr+=wLen; if(!res){ break; @@ -146,11 +151,12 @@ bool Flash_ReadWriteDefault(uint16_t adr,uint16_t *buf,uint16_t def){ bool Flash_Read(uint16_t adr,uint16_t *buf, bool checkempty){ adr *= sizeof(*buf)/I2C_EEPROM_DATA_SIZE; assert(adr < I2C_EEPROM_SIZE); - while(!HAL_I2C_IsDeviceReady(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT) == HAL_OK){ -// HAL_Delay(1); + while(!i2cport_int.isDeviceReady(&i2cdeveeprom, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT,false)){ vTaskDelay(1); } - bool res = HAL_I2C_Mem_Read(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, I2C_EEPROM_OFS+adr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, 2, I2C_EEPROM_TIMEOUT) == HAL_OK; + + //bool res = HAL_I2C_Mem_Read(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, I2C_EEPROM_OFS+adr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, 2, I2C_EEPROM_TIMEOUT) == HAL_OK; + bool res = i2cport_int.readMem(&i2cdeveeprom, I2C_EEPROM_ADR, I2C_EEPROM_OFS+adr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, 2, I2C_EEPROM_TIMEOUT, false); if(checkempty){ bool empty = true; @@ -176,11 +182,12 @@ bool Flash_Format(){ eraseBuf.fill(I2C_EEPROM_ERASED); for(uint32_t i=I2C_EEPROM_OFS;i(I2C_EEPROM_PAGEWRITE_SIZE,I2C_EEPROM_SIZE-i),I2C_EEPROM_TIMEOUT) == HAL_OK; + //bool res = HAL_I2C_Mem_Write(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, I2C_EEPROM_OFS+i, I2C_EEPROM_ADR_SIZE, eraseBuf.data(), std::min(I2C_EEPROM_PAGEWRITE_SIZE,I2C_EEPROM_SIZE-i),I2C_EEPROM_TIMEOUT) == HAL_OK; + bool res = i2cport_int.writeMem(&i2cdeveeprom, I2C_EEPROM_ADR, I2C_EEPROM_OFS+i, I2C_EEPROM_ADR_SIZE, eraseBuf.data(), std::min(I2C_EEPROM_PAGEWRITE_SIZE,I2C_EEPROM_SIZE-i), I2C_EEPROM_TIMEOUT, false); if(!res){ flag = false; }else{ - while(!HAL_I2C_IsDeviceReady(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT) == HAL_OK){ + while(!i2cport_int.isDeviceReady(&i2cdeveeprom, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT,false)){ vTaskDelay(1); } } @@ -188,7 +195,7 @@ bool Flash_Format(){ return flag; } bool Flash_Init(){ - return HAL_I2C_IsDeviceReady(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, 10, I2C_EEPROM_TIMEOUT) == HAL_OK; + return i2cport_int.isDeviceReady(&i2cdeveeprom, I2C_EEPROM_ADR, 50, I2C_EEPROM_TIMEOUT,false); } #else From e67f11fcf7f77d4d9f111ba89677e799924f684c Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 23 Apr 2024 14:12:52 +0200 Subject: [PATCH 25/87] TMC check if motor is set before encoder init --- Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index 5dc16bf74..d60c37c2f 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -580,12 +580,12 @@ void TMC4671::Run(){ break; case TMC_ControlState::EncoderInit: - if(powerInitialized && hasPower()) + if(powerInitialized && hasPower() && conf.motconf.motor_type != MotorType::NONE) encoderInit(); break; case TMC_ControlState::ExternalEncoderInit: - if(powerInitialized && hasPower() && drvEncoder != nullptr) + if(powerInitialized && hasPower() && drvEncoder != nullptr && conf.motconf.motor_type != MotorType::NONE) encoderInit(); break; @@ -1170,8 +1170,8 @@ int16_t TMC4671::getPhiE_Enc(){ * Steps the motor a few times to check if the encoder follows correctly */ bool TMC4671::checkEncoder(){ - if(this->conf.motconf.motor_type != MotorType::STEPPER && this->conf.motconf.motor_type != MotorType::BLDC && - conf.motconf.enctype != EncoderType_TMC::uvw && conf.motconf.enctype != EncoderType_TMC::sincos && conf.motconf.enctype != EncoderType_TMC::abn && conf.motconf.enctype != EncoderType_TMC::ext) + if((this->conf.motconf.motor_type != MotorType::STEPPER && this->conf.motconf.motor_type != MotorType::BLDC) || ( + conf.motconf.enctype != EncoderType_TMC::uvw && conf.motconf.enctype != EncoderType_TMC::sincos && conf.motconf.enctype != EncoderType_TMC::abn && conf.motconf.enctype != EncoderType_TMC::ext)) { // If not stepper or bldc return return true; } From 9843a8fffa2154c7cd00ef03442e616f3e0176dd Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Mon, 29 Apr 2024 18:11:20 +0200 Subject: [PATCH 26/87] FFBWheel supporting variable range in 32b desc mode --- Firmware/FFBoard/Inc/constants.h | 8 ++++++ .../FFBoard/UserExtensions/Inc/FFBWheel.h | 6 ++++ .../UserExtensions/Inc/usb_hid_ffb_desc.h | 22 +++++++++++---- .../FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 4 ++- .../FFBoard/UserExtensions/Src/FFBWheel.cpp | 28 +++++++++++++------ .../UserExtensions/Src/usb_descriptors.cpp | 10 ++++++- .../UserExtensions/Src/usb_hid_2ffb_desc.c | 2 +- 7 files changed, 63 insertions(+), 17 deletions(-) diff --git a/Firmware/FFBoard/Inc/constants.h b/Firmware/FFBoard/Inc/constants.h index e18918af6..04b6f8b7f 100644 --- a/Firmware/FFBoard/Inc/constants.h +++ b/Firmware/FFBoard/Inc/constants.h @@ -31,11 +31,19 @@ static const uint8_t SW_VERSION_INT[3] = {1,16,6}; // Version as array. 8 bit ea #ifdef FFBWHEEL #ifdef FFBWHEEL_USE_1AXIS_DESC +#ifdef HIDAXISRES_USE_32B_DESC +#define AXIS1_FFB_HID_DESC_32B +#else #define AXIS1_FFB_HID_DESC +#endif +#else +#ifdef HIDAXISRES_USE_32B_DESC +#define AXIS2_FFB_HID_DESC_32B #else #define AXIS2_FFB_HID_DESC #endif #endif +#endif #ifdef FFBJOYSTICK #define AXIS2_FFB_HID_DESC diff --git a/Firmware/FFBoard/UserExtensions/Inc/FFBWheel.h b/Firmware/FFBoard/UserExtensions/Inc/FFBWheel.h index 0f7be1be1..274e93cc0 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/FFBWheel.h +++ b/Firmware/FFBoard/UserExtensions/Inc/FFBWheel.h @@ -12,6 +12,12 @@ #include "FFBHIDMain.h" +#ifdef HIDAXISRES_USE_32B_DESC +#define FFBWHEEL_32B_MODE true +#else +#define FFBWHEEL_32B_MODE false +#endif + class FFBWheel : public FFBHIDMain { public: FFBWheel(); diff --git a/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h b/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h index 9257ceaf6..242536eba 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h +++ b/Firmware/FFBoard/UserExtensions/Inc/usb_hid_ffb_desc.h @@ -15,20 +15,26 @@ * @{ */ - +#if defined(HIDAXISRES_32B_BITS) && HIDAXISRES_32B_BITS > 2 && HIDAXISRES_32B_BITS < 32 +// 7FFFFFFF for 32 +#define HIDAXISRES_32B_MAXS (1 << (HIDAXISRES_32B_BITS-1))-1 +#else +#define HIDAXISRES_32B_MAXS 0x7FFFFFFF +#define HIDAXISRES_32B_BITS 32 +#endif // HID descriptor building blocks #define HIDDESC_32B_ENTRY(count) /* LOGICAL_MINIMUM (-7FFFFFFF)*/\ - 0x17, 0x01, 0x00, 0x00, 0x80, \ + HID_LOGICAL_MIN_N(-HIDAXISRES_32B_MAXS,3), /*0x17, 0x01, 0x00, 0x00, 0x80,*/\ /* LOGICAL_MAXIMUM (7FFFFFFF)*/\ - 0x27, 0xff, 0xff, 0xff, 0x7f,\ - /* REPORT_SIZE (16)*/\ + HID_LOGICAL_MAX_N(HIDAXISRES_32B_MAXS,3), /* 0x27, 0xff, 0xff, 0xff, 0x7f, */ \ + /* REPORT_SIZE (32)*/\ 0x75, 0x20,\ /* REPORT_COUNT */\ 0x95, count,\ /* INPUT (Data,Var,Abs)*/\ 0x81, 0x02, -#define HIDDESC_32B_ENTRY_SIZE 12 // 12 bytes extra for additional 16b definition 2B count +#define HIDDESC_32B_ENTRY_SIZE 16 // 16 bytes more for range definition #define HIDDESC_GAMEPAD_16B \ @@ -74,7 +80,7 @@ #endif #if MAX_AXIS == 3 #define HIDDESC_GPENTRY_32B_3 0x09, HID_USAGE_DESKTOP_Z, /* USAGE (Z)*/\ - HIDDESC_32B_ENTRY(0x02) + HIDDESC_32B_ENTRY(0x03) #else #define HIDDESC_GPENTRY_32B_3 0x09, HID_USAGE_DESKTOP_Z, /* USAGE (Z)*/ #endif @@ -762,5 +768,9 @@ extern const uint8_t hid_gamepad_desc[USB_HID_GAMEPAD_REPORT_DESC_SIZE]; extern const uint8_t hid_gamepad_desc_32b[USB_HID_GAMEPAD_REPORT_DESC_32B_SIZE]; #endif +#ifdef HIDAXISRES_USE_32B_DESC + +#endif + /** @}*/ #endif /* USB_INC_USB_HID_FFB_DESC_H_ */ diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index 90e8dcec8..2eea7683d 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -192,6 +192,8 @@ void FFBHIDMain::send_report(){ for(auto val : *axes){ if(!hidAxis32b){ val = val >> 16; // Scale to 16b + }else{ + val = val >> (32-HIDAXISRES_32B_BITS); // Scale if less than 32b } //setHidReportAxis(&reportHID,count++,val); reportHID->setHidReportAxis(count++, val); @@ -203,7 +205,7 @@ void FFBHIDMain::send_report(){ if(count >= analogAxisCount) break; if((count <= MAX_AXIS) && hidAxis32b) - val = val << 16; // Shift up 16 bit to fill 32b value. Primary axis is 32b + val = val << (HIDAXISRES_32B_BITS-16); // Shift up 16 bit to fill 32b value. Primary axis is 32b reportHID->setHidReportAxis(count++, val); } diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBWheel.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBWheel.cpp index b77f5c37d..1e94dd4cc 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBWheel.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBWheel.cpp @@ -24,7 +24,7 @@ const ClassIdentifier FFBWheel::getInfo(){ FFBWheel::FFBWheel() : - FFBHIDMain(1) + FFBHIDMain(1,FFBWHEEL_32B_MODE) { FFBHIDMain::setFFBEffectsCalc(ffb, effects_calc); } @@ -34,17 +34,29 @@ FFBWheel::~FFBWheel() { } - void FFBWheel::usbInit(){ +#ifdef HIDAXISRES_USE_32B_DESC #ifdef FFBWHEEL_USE_1AXIS_DESC - this->usbdev = std::make_unique(&usb_devdesc_ffboard_composite,usb_cdc_hid_conf_1axis,&usb_ffboard_strings_default); - FFBHIDMain::UsbHidHandler::setHidDesc(hid_1ffb_desc); - static_cast(ffb.get())->setDirectionEnableMask(0x02); +const uint8_t* usbconf = usb_cdc_hid_conf_1axis_32b; +const uint8_t* ffbdesc = hid_1ffb_desc_32b; #else - this->usbdev = std::make_unique(&usb_devdesc_ffboard_composite,usb_cdc_hid_conf_2axis,&usb_ffboard_strings_default); - FFBHIDMain::UsbHidHandler::setHidDesc(hid_2ffb_desc); - static_cast(ffb.get())->setDirectionEnableMask(0x04); +const uint8_t* ffbdesc = hid_2ffb_desc_32b; +const uint8_t* usbconf = usb_cdc_hid_conf_2axis_32b; +#endif +#else // ELSE 32B +#ifdef FFBWHEEL_USE_1AXIS_DESC +const uint8_t* usbconf = usb_cdc_hid_conf_1axis; +const uint8_t* ffbdesc = hid_1ffb_desc; +#else +const uint8_t* ffbdesc = hid_2ffb_desc; +const uint8_t* usbconf = usb_cdc_hid_conf_2axis; #endif +#endif + + this->usbdev = std::make_unique(&usb_devdesc_ffboard_composite,usbconf,&usb_ffboard_strings_default); + + FFBHIDMain::UsbHidHandler::setHidDesc(ffbdesc); + static_cast(ffb.get())->setDirectionEnableMask(0x04); usbdev->registerUsb(); } diff --git a/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp b/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp index 0b692e60c..d199462e9 100644 --- a/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/usb_descriptors.cpp @@ -59,11 +59,19 @@ const uint8_t usb_cdc_conf[] = const uint8_t usb_cdc_hid_conf_1axis[] ={USB_CONF_DESC_HID_CDC(USB_HID_1FFB_REPORT_DESC_SIZE,64)}; #endif +#ifdef AXIS1_FFB_HID_DESC_32B + const uint8_t usb_cdc_hid_conf_1axis_32b[] ={USB_CONF_DESC_HID_CDC(USB_HID_1FFB_REPORT_DESC_32B_SIZE,64)}; +#if TUD_OPT_HIGH_SPEED + const uint8_t usb_cdc_hid_conf_1axis_32b_hs[] ={USB_CONF_DESC_HID_CDC(USB_HID_1FFB_REPORT_DESC_32B_SIZE,512)}; +#endif +#endif + // Composite CDC and HID #ifdef AXIS2_FFB_HID_DESC const uint8_t usb_cdc_hid_conf_2axis[] ={USB_CONF_DESC_HID_CDC(USB_HID_2FFB_REPORT_DESC_SIZE,64)}; #endif -#ifdef AXIS1_FFB_HID_DESC_32B + +#ifdef AXIS2_FFB_HID_DESC_32B const uint8_t usb_cdc_hid_conf_2axis_32b[] ={USB_CONF_DESC_HID_CDC(USB_HID_2FFB_REPORT_DESC_32B_SIZE,64)}; #endif diff --git a/Firmware/FFBoard/UserExtensions/Src/usb_hid_2ffb_desc.c b/Firmware/FFBoard/UserExtensions/Src/usb_hid_2ffb_desc.c index 386e5a1aa..6083e7e52 100644 --- a/Firmware/FFBoard/UserExtensions/Src/usb_hid_2ffb_desc.c +++ b/Firmware/FFBoard/UserExtensions/Src/usb_hid_2ffb_desc.c @@ -691,7 +691,7 @@ __ALIGN_BEGIN const uint8_t hid_2ffb_desc_32b[USB_HID_2FFB_REPORT_DESC_32B_SIZE] 0x05, 0x01, /* USAGE_PAGE (Generic Desktop)*/ 0x09, 0x04, /* USAGE (Joystick)*/ 0xa1, 0x01, /* COLLECTION (Application)*/ - HIDDESC_GAMEPAD_32B, + HIDDESC_GAMEPAD_32B, HIDDESC_CTRL_REPORTS, // HID command report support From d396f62c106bbe0d9f55380c9860680ffb47e624 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Mon, 29 Apr 2024 18:13:53 +0200 Subject: [PATCH 27/87] HID command interface using reference in loop --- Firmware/FFBoard/Src/HidCommandInterface.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Firmware/FFBoard/Src/HidCommandInterface.cpp b/Firmware/FFBoard/Src/HidCommandInterface.cpp index 9a73a4268..418c3a032 100644 --- a/Firmware/FFBoard/Src/HidCommandInterface.cpp +++ b/Firmware/FFBoard/Src/HidCommandInterface.cpp @@ -99,7 +99,7 @@ void HID_CommandInterface::sendReplies(const std::vector& results } - for(const CommandReply reply : replies){ + for(const CommandReply& reply : replies){ if(reply.type == CommandReplyType::STRING){ continue; // Ignore string only replies } From da0b4391c008b824c59db35f93c472cab0907bbe Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Fri, 3 May 2024 10:56:02 +0200 Subject: [PATCH 28/87] Fixed first 16b axis being scaled incorrectly --- Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index 2eea7683d..428967168 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -204,7 +204,7 @@ void FFBHIDMain::send_report(){ for(int32_t val : *axes){ if(count >= analogAxisCount) break; - if((count <= MAX_AXIS) && hidAxis32b) + if((count < MAX_AXIS) && hidAxis32b) val = val << (HIDAXISRES_32B_BITS-16); // Shift up 16 bit to fill 32b value. Primary axis is 32b reportHID->setHidReportAxis(count++, val); } From f616395b4b036c171d5bba0ff090d91c2ca6d804 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Fri, 14 Jun 2024 11:13:10 +0200 Subject: [PATCH 29/87] Axis updates friction and inertia filters on samplerate change --- Firmware/FFBoard/Src/Axis.cpp | 2 ++ 1 file changed, 2 insertions(+) diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index 400421dee..41f487b28 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -804,6 +804,8 @@ void Axis::updateFilters(uint8_t profileId){ accelFilter.setFc(filterAccelCst[this->filterProfileId].freq / filter_f); accelFilter.setQ(filterAccelCst[this->filterProfileId].q / 100.0); damperFilter.setFc(filterDamperCst.freq/filter_f); + inertiaFilter.setFc(filterInertiaCst.freq/filter_f); + frictionFilter.setFc(filterFrictionCst.freq/filter_f); } /** From 1cda177fc1b949679e748a1eee2783defb3959e8 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Mon, 26 Aug 2024 10:39:49 +0200 Subject: [PATCH 30/87] Allow overriding flash defaults. Requires >CPP20 --- Firmware/FFBoard/Inc/flash_helpers.h | 4 ++++ Firmware/FFBoard/Src/SystemCommands.cpp | 1 + Firmware/FFBoard/Src/cppmain.cpp | 3 +++ Firmware/FFBoard/Src/flash_helpers.cpp | 20 ++++++++++++++++++++ 4 files changed, 28 insertions(+) diff --git a/Firmware/FFBoard/Inc/flash_helpers.h b/Firmware/FFBoard/Inc/flash_helpers.h index a409a48fe..68961e711 100644 --- a/Firmware/FFBoard/Inc/flash_helpers.h +++ b/Firmware/FFBoard/Inc/flash_helpers.h @@ -23,6 +23,7 @@ extern "C" { #include #include +#include bool Flash_Init(); bool Flash_Write(uint16_t adr,uint16_t dat); // Writes or updates only if changed or missing @@ -58,4 +59,7 @@ inline std::tuple unpack(uint16_t v) { #endif +extern const std::span> flash_factory_defaults; // address,value pair +void Flash_Write_Defaults(); + #endif /* FLASH_HELPERS_H_ */ diff --git a/Firmware/FFBoard/Src/SystemCommands.cpp b/Firmware/FFBoard/Src/SystemCommands.cpp index 9874be82f..853f46ec6 100644 --- a/Firmware/FFBoard/Src/SystemCommands.cpp +++ b/Firmware/FFBoard/Src/SystemCommands.cpp @@ -279,6 +279,7 @@ CommandStatus SystemCommands::internalCommand(const ParsedCommand& cmd,std::vect if(cmd.type == CMDtype::set && cmd.val==1){ if(Flash_Format()){ + Flash_Write_Defaults(); // Restore default values if present flag = CommandStatus::OK; }else{ flag = CommandStatus::ERR; diff --git a/Firmware/FFBoard/Src/cppmain.cpp b/Firmware/FFBoard/Src/cppmain.cpp index cc760ff07..412b75efb 100644 --- a/Firmware/FFBoard/Src/cppmain.cpp +++ b/Firmware/FFBoard/Src/cppmain.cpp @@ -49,6 +49,7 @@ void cppmain() { if(forceErase){ Flash_Format(); + Flash_Write_Defaults(); } // // Check if flash is initialized @@ -64,11 +65,13 @@ void cppmain() { // Check if flash is initialized uint16_t lastFlashVersion = 0; if(!Flash_Read(ADR_FLASH_VERSION, &lastFlashVersion)){ // Version never written + Flash_Write_Defaults(); Flash_Write(ADR_FLASH_VERSION, FLASH_VERSION); } Flash_Read(ADR_FLASH_VERSION,&lastFlashVersion); if(lastFlashVersion != FLASH_VERSION){ Flash_Format(); // Major version changed or could not write initial value. force a format + Flash_Write_Defaults(); Flash_Write(ADR_FLASH_VERSION, FLASH_VERSION); } diff --git a/Firmware/FFBoard/Src/flash_helpers.cpp b/Firmware/FFBoard/Src/flash_helpers.cpp index 1008df97d..75e0f61e0 100644 --- a/Firmware/FFBoard/Src/flash_helpers.cpp +++ b/Firmware/FFBoard/Src/flash_helpers.cpp @@ -8,6 +8,7 @@ #include "eeprom_addresses.h" #include #include "mutex.hpp" +#include cpp_freertos::MutexStandard flashMutex; // Flash helpers @@ -291,3 +292,22 @@ __weak bool OTP_Read(uint16_t adroffset,uint64_t* dat){ } #endif + +#ifndef FLASH_FACTORY_DEFAULTS_OVERRIDE + /** + * To define factory defaults create a span/array in a core folder defined for example as + * const auto flash_defaults = std::to_array>({ {ADR_CURRENT_CONFIG,1} }); // ADR,VALUE pairs + * const std::span> flash_factory_defaults = flash_defaults; + */ +const std::array,0> empty_flash_defaults; // Empty +const std::span> flash_factory_defaults = empty_flash_defaults; +#endif + +/** + * Writes factory default values to flash. Does nothing if no defaults are defined + */ +void Flash_Write_Defaults(){ + for(const std::pair &kv : flash_factory_defaults){ + Flash_Write(kv.first, kv.second); // Try to write values + } +} \ No newline at end of file From 15ae944deec2213ceccf1baa0305500070da29bf Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Mon, 10 Feb 2025 10:47:25 +0100 Subject: [PATCH 31/87] Wait at least 1ms if no TIM_FFB defined --- Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index 428967168..344ec0044 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -110,7 +110,7 @@ void FFBHIDMain::Run(){ #endif while(true){ #ifndef TIM_FFB - while(ffb_rate_counter++ < ffb_rate_divider){ + while(ffb_rate_counter++ <= ffb_rate_divider){ Delay(1); } ffb_rate_counter = 0; From ce15222c80aa0fed0bfcb93da2b9de1d7710654c Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 26 Feb 2025 17:20:10 +0100 Subject: [PATCH 32/87] TMC4671 fix ext encoder timer not starting --- Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index d60c37c2f..5f7757826 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -1856,7 +1856,9 @@ Encoder* TMC4671::getEncoder(){ void TMC4671::setEncoder(std::shared_ptr& encoder){ MotorDriver::drvEncoder = encoder; if(conf.motconf.enctype == EncoderType_TMC::ext && externalEncoderTimer){ - // TODO Calibrate and align external encoder + if(!extEncUpdater){ // If updater has not been set up because the encoder mode was changed before the external encoder passed force it now + setUpExtEncTimer(); + } changeState(TMC_ControlState::ExternalEncoderInit); } } From 6026b4c45fe8574357ca069e059331a0c65ec628 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 26 Feb 2025 17:21:55 +0100 Subject: [PATCH 33/87] TMC4671 make ext enc timer ARR a define --- Firmware/FFBoard/UserExtensions/Inc/TMC4671.h | 4 +++- Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp | 2 +- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h index e418f4377..8d5cc8cbd 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h +++ b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h @@ -53,7 +53,9 @@ extern TIM_HandleTypeDef TIM_TMC; #ifndef TMC4671_ITUNE_CUTOFF #define TMC4671_ITUNE_CUTOFF 0.04 #endif - +#ifndef TIM_TMC_ARR +#define TIM_TMC_ARR 200 +#endif enum class TMC_ControlState : uint32_t {uninitialized,waitPower,Shutdown,Running,EncoderInit,EncoderFinished,HardError,OverTemp,IndexSearch,FullCalibration,ExternalEncoderInit,Pidautotune}; diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index 5f7757826..8e996cba1 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -3131,7 +3131,7 @@ void TMC4671::setUpExtEncTimer(){ extEncUpdater = std::make_unique(this); // Setup timer this->externalEncoderTimer = &TIM_TMC; - this->externalEncoderTimer->Instance->ARR = 200; // 200 = 5khz = 5 tmc cycles, 250 = 4khz, 240 = 6 tmc cycles + this->externalEncoderTimer->Instance->ARR = TIM_TMC_ARR; // 200 = 5khz = 5 tmc cycles, 250 = 4khz, 240 = 6 tmc cycles this->externalEncoderTimer->Instance->PSC = ((TIM_TMC_BCLK)/1000000) +1; // 1µs ticks this->externalEncoderTimer->Instance->CR1 = 1; HAL_TIM_Base_Start_IT(this->externalEncoderTimer); From c1dc72cd81b3d352328c71444cb15a328d4835ff Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Sat, 10 Jan 2026 15:05:55 +0100 Subject: [PATCH 34/87] Fixed timerless FFB updating waiting 1ms too long --- Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index 344ec0044..428967168 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -110,7 +110,7 @@ void FFBHIDMain::Run(){ #endif while(true){ #ifndef TIM_FFB - while(ffb_rate_counter++ <= ffb_rate_divider){ + while(ffb_rate_counter++ < ffb_rate_divider){ Delay(1); } ffb_rate_counter = 0; From af7885f6018f05f0e36b39ff8ee50c3f38c7cc59 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Sat, 10 Jan 2026 15:22:04 +0100 Subject: [PATCH 35/87] Enabled TIM_FFB for F407VG target --- Firmware/Targets/F407VG/Core/Inc/target_constants.h | 1 + Firmware/Targets/F407VG/Core/Src/main.c | 2 +- Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc | 5 +++-- 3 files changed, 5 insertions(+), 3 deletions(-) diff --git a/Firmware/Targets/F407VG/Core/Inc/target_constants.h b/Firmware/Targets/F407VG/Core/Inc/target_constants.h index 860f27682..6409a522b 100644 --- a/Firmware/Targets/F407VG/Core/Inc/target_constants.h +++ b/Firmware/Targets/F407VG/Core/Inc/target_constants.h @@ -69,6 +69,7 @@ #define TIM_USER htim9 // Timer with full core clock speed available for the mainclass #define TIM_TMC htim6 // Timer running at half clock speed #define TIM_TMC_BCLK SystemCoreClock / 2 +#define TIM_FFB htim13 extern UART_HandleTypeDef huart1; #define UART_PORT_EXT huart1 // main uart port diff --git a/Firmware/Targets/F407VG/Core/Src/main.c b/Firmware/Targets/F407VG/Core/Src/main.c index b2316a867..a23a8c8ee 100644 --- a/Firmware/Targets/F407VG/Core/Src/main.c +++ b/Firmware/Targets/F407VG/Core/Src/main.c @@ -1200,7 +1200,7 @@ static void MX_TIM13_Init(void) /* USER CODE END TIM13_Init 1 */ htim13.Instance = TIM13; - htim13.Init.Prescaler = 167; + htim13.Init.Prescaler = 84-1; htim13.Init.CounterMode = TIM_COUNTERMODE_UP; htim13.Init.Period = 100; htim13.Init.ClockDivision = TIM_CLOCKDIVISION_DIV1; diff --git a/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc b/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc index d97d47989..e9aab43bb 100644 --- a/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc +++ b/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc @@ -721,6 +721,7 @@ PH1-OSC_OUT.Signal=RCC_OSC_OUT PinOutPanel.RotationAngle=-180 ProjectManager.AskForMigrate=true ProjectManager.BackupPrevious=false +ProjectManager.CompilerLinker=GCC ProjectManager.CompilerOptimize=6 ProjectManager.ComputerToolchain=false ProjectManager.CoupleFile=false @@ -733,7 +734,7 @@ ProjectManager.FreePins=false ProjectManager.HalAssertFull=false ProjectManager.HeapSize=0x400 ProjectManager.KeepUserCode=true -ProjectManager.LastFirmware=false +ProjectManager.LastFirmware=true ProjectManager.LibraryCopy=1 ProjectManager.MainLocation=Core/Src ProjectManager.MultiThreaded=true @@ -873,7 +874,7 @@ TIM1.TIM_MasterOutputTrigger=TIM_TRGO_RESET TIM1.TIM_MasterSlaveMode=TIM_MASTERSLAVEMODE_DISABLE TIM13.IPParameters=Prescaler,Period TIM13.Period=100 -TIM13.Prescaler=167 +TIM13.Prescaler=84-1 TIM2.AutoReloadPreload=TIM_AUTORELOAD_PRELOAD_DISABLE TIM2.ClockDivision=TIM_CLOCKDIVISION_DIV1 TIM2.CounterMode=TIM_COUNTERMODE_UP From 8d494852d8fcf75b8ce30f06be78747da102afe7 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Thu, 15 Jan 2026 12:18:59 +0100 Subject: [PATCH 36/87] Enable freertos task formatting for F407VG --- Firmware/Targets/F407VG/.cproject | 24 +++++++++++++++++-- .../.settings/stm32cubeide.project.prefs | 6 ++--- .../Targets/F407VG/Core/Inc/FreeRTOSConfig.h | 12 ++++++++++ Firmware/Targets/F407VG/Core/Src/freertos.c | 15 ++++++++++++ .../F407VG/Core/ThreadSafe/newlib_lock_glue.c | 2 +- .../F407VG/Core/ThreadSafe/stm32_lock.h | 2 +- .../Targets/F407VG/OpenFFBoard_F407VG.ioc | 4 ++-- 7 files changed, 56 insertions(+), 9 deletions(-) diff --git a/Firmware/Targets/F407VG/.cproject b/Firmware/Targets/F407VG/.cproject index f645a46aa..81af2569f 100644 --- a/Firmware/Targets/F407VG/.cproject +++ b/Firmware/Targets/F407VG/.cproject @@ -25,7 +25,7 @@ + @@ -241,7 +251,7 @@ + diff --git a/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs b/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs index be0603234..405ce1e69 100644 --- a/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs +++ b/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs @@ -1,4 +1,4 @@ -2F62501ED4689FB349E356AB974DBE57=E2380525C25FCA23F64F38676B957D9B -8DF89ED150041C4CBC7CB9A9CAA90856=E2380525C25FCA23F64F38676B957D9B -DC22A860405A8BF2F2C095E5B6529F12=609A53BFF0492F10C829ECAB4963903C +2F62501ED4689FB349E356AB974DBE57=2E846C232C86F8091E1D1C41786923FD +8DF89ED150041C4CBC7CB9A9CAA90856=2E846C232C86F8091E1D1C41786923FD +DC22A860405A8BF2F2C095E5B6529F12=948244613B091C43745821314F11043C eclipse.preferences.version=1 diff --git a/Firmware/Targets/F407VG/Core/Inc/FreeRTOSConfig.h b/Firmware/Targets/F407VG/Core/Inc/FreeRTOSConfig.h index df33746ef..3d718b1e3 100644 --- a/Firmware/Targets/F407VG/Core/Inc/FreeRTOSConfig.h +++ b/Firmware/Targets/F407VG/Core/Inc/FreeRTOSConfig.h @@ -51,6 +51,10 @@ #if defined(__ICCARM__) || defined(__CC_ARM) || defined(__GNUC__) #include extern uint32_t SystemCoreClock; +/* USER CODE BEGIN 0 */ + extern void configureTimerForRunTimeStats(void); + extern unsigned long getRunTimeCounterValue(void); +/* USER CODE END 0 */ #endif #ifndef CMSIS_device_header #define CMSIS_device_header "stm32f4xx.h" @@ -70,7 +74,9 @@ #define configMINIMAL_STACK_SIZE ((uint16_t)64) #define configTOTAL_HEAP_SIZE ((size_t)0xffff) #define configMAX_TASK_NAME_LEN ( 16 ) +#define configGENERATE_RUN_TIME_STATS 1 #define configUSE_TRACE_FACILITY 1 +#define configUSE_STATS_FORMATTING_FUNCTIONS 1 #define configUSE_16_BIT_TICKS 0 #define configUSE_MUTEXES 1 #define configQUEUE_REGISTRY_SIZE 8 @@ -169,6 +175,12 @@ standard names. */ #define USE_CUSTOM_SYSTICK_HANDLER_IMPLEMENTATION 0 +/* USER CODE BEGIN 2 */ +/* Definitions needed when configGENERATE_RUN_TIME_STATS is on */ +#define portCONFIGURE_TIMER_FOR_RUN_TIME_STATS configureTimerForRunTimeStats +#define portGET_RUN_TIME_COUNTER_VALUE getRunTimeCounterValue +/* USER CODE END 2 */ + /* USER CODE BEGIN Defines */ #define CPP_FREERTOS_NO_EXCEPTIONS // For freertos cpp addons #define configAPPLICATION_ALLOCATED_HEAP 1 // ucHeap allocated in freertos.c diff --git a/Firmware/Targets/F407VG/Core/Src/freertos.c b/Firmware/Targets/F407VG/Core/Src/freertos.c index 6eadca3d4..6f24b2c27 100644 --- a/Firmware/Targets/F407VG/Core/Src/freertos.c +++ b/Firmware/Targets/F407VG/Core/Src/freertos.c @@ -55,10 +55,25 @@ uint8_t ucHeap[ configTOTAL_HEAP_SIZE ]; // rtos heap // __attribute__((section /* USER CODE END FunctionPrototypes */ /* Hook prototypes */ +void configureTimerForRunTimeStats(void); +unsigned long getRunTimeCounterValue(void); void vApplicationIdleHook(void); void vApplicationStackOverflowHook(xTaskHandle xTask, signed char *pcTaskName); void vApplicationMallocFailedHook(void); +/* USER CODE BEGIN 1 */ +/* Functions needed when configGENERATE_RUN_TIME_STATS is on */ +__weak void configureTimerForRunTimeStats(void) +{ + +} + +__weak unsigned long getRunTimeCounterValue(void) +{ +return 0; +} +/* USER CODE END 1 */ + /* USER CODE BEGIN 2 */ void vApplicationIdleHook( void ) { diff --git a/Firmware/Targets/F407VG/Core/ThreadSafe/newlib_lock_glue.c b/Firmware/Targets/F407VG/Core/ThreadSafe/newlib_lock_glue.c index 8d956e401..4ed4b9ba0 100644 --- a/Firmware/Targets/F407VG/Core/ThreadSafe/newlib_lock_glue.c +++ b/Firmware/Targets/F407VG/Core/ThreadSafe/newlib_lock_glue.c @@ -19,7 +19,7 @@ ****************************************************************************** * @attention * - * Copyright (c) 2023 STMicroelectronics. + * Copyright (c) 2025 STMicroelectronics. * All rights reserved. * * This software is licensed under terms that can be found in the LICENSE file diff --git a/Firmware/Targets/F407VG/Core/ThreadSafe/stm32_lock.h b/Firmware/Targets/F407VG/Core/ThreadSafe/stm32_lock.h index 372c5ded9..b661efdda 100644 --- a/Firmware/Targets/F407VG/Core/ThreadSafe/stm32_lock.h +++ b/Firmware/Targets/F407VG/Core/ThreadSafe/stm32_lock.h @@ -48,7 +48,7 @@ ****************************************************************************** * @attention * - * Copyright (c) 2023 STMicroelectronics. + * Copyright (c) 2025 STMicroelectronics. * All rights reserved. * * This software is licensed under terms that can be found in the LICENSE file diff --git a/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc b/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc index e9aab43bb..8857b1e93 100644 --- a/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc +++ b/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc @@ -176,7 +176,7 @@ FREERTOS.IPParameters=Tasks01,configENABLE_FPU,configTOTAL_HEAP_SIZE,FootprintOK FREERTOS.Tasks01=defaultTask,16,512,StartDefaultTask,As weak,NULL,Dynamic,NULL,NULL FREERTOS.configCHECK_FOR_STACK_OVERFLOW=2 FREERTOS.configENABLE_FPU=1 -FREERTOS.configGENERATE_RUN_TIME_STATS=0 +FREERTOS.configGENERATE_RUN_TIME_STATS=1 FREERTOS.configMINIMAL_STACK_SIZE=64 FREERTOS.configRECORD_STACK_HIGH_ADDRESS=1 FREERTOS.configTIMER_TASK_STACK_DEPTH=128 @@ -184,7 +184,7 @@ FREERTOS.configTOTAL_HEAP_SIZE=0xffff FREERTOS.configUSE_IDLE_HOOK=1 FREERTOS.configUSE_MALLOC_FAILED_HOOK=1 FREERTOS.configUSE_NEWLIB_REENTRANT=1 -FREERTOS.configUSE_STATS_FORMATTING_FUNCTIONS=0 +FREERTOS.configUSE_STATS_FORMATTING_FUNCTIONS=1 FREERTOS.configUSE_TRACE_FACILITY=1 File.Version=6 GPIO.groupedBy=Show All From 0d9c851594870745d7e8878b14c1c9b8ef44e379 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Thu, 15 Jan 2026 12:19:33 +0100 Subject: [PATCH 37/87] Write task info directly into string buffer --- Firmware/FFBoard/Src/SystemCommands.cpp | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) diff --git a/Firmware/FFBoard/Src/SystemCommands.cpp b/Firmware/FFBoard/Src/SystemCommands.cpp index 853f46ec6..49b50ebd0 100644 --- a/Firmware/FFBoard/Src/SystemCommands.cpp +++ b/Firmware/FFBoard/Src/SystemCommands.cpp @@ -244,18 +244,22 @@ CommandStatus SystemCommands::internalCommand(const ParsedCommand& cmd,std::vect #if ( ( configGENERATE_RUN_TIME_STATS == 1 ) && ( configUSE_STATS_FORMATTING_FUNCTIONS > 0 ) && ( configSUPPORT_DYNAMIC_ALLOCATION == 1 ) ) case FFBoardMain_commands::taskstats: { - char repl[uxTaskGetNumberOfTasks()*64]; - vTaskGetRunTimeStats(repl); - replies.emplace_back("\n"+std::string(repl)); + std::string repl; + repl.resize(uxTaskGetNumberOfTasks()*64,'\0'); + vTaskGetRunTimeStats(repl.data()); + repl.resize(repl.find_first_of('\0')); // Cut + replies.emplace_back("\n"+(repl)); break; } #endif #if ( ( configUSE_TRACE_FACILITY == 1 ) && ( configUSE_STATS_FORMATTING_FUNCTIONS > 0 ) && ( configSUPPORT_DYNAMIC_ALLOCATION == 1 ) ) case FFBoardMain_commands::tasklist: { - char repl[uxTaskGetNumberOfTasks()*64]; - vTaskList(repl); - replies.emplace_back("\n"+std::string(repl)); + std::string repl; + repl.resize(uxTaskGetNumberOfTasks()*64,'\0'); + vTaskList(repl.data()); + repl.resize(repl.find_first_of('\0')); // Cut + replies.emplace_back("\n"+(repl)); break; } #endif From 4aaecc54af8ddf4d5adc1c61e2dc3a6cacefc080 Mon Sep 17 00:00:00 2001 From: Lucas Date: Fri, 16 Jan 2026 09:58:57 +0100 Subject: [PATCH 38/87] Fix SPI_Buttons constructor procedure (#164) Fix SPI_Buttons constructor procedure --- .../FFBoard/UserExtensions/Src/SPIButtons.cpp | 16 ++++------------ 1 file changed, 4 insertions(+), 12 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/SPIButtons.cpp b/Firmware/FFBoard/UserExtensions/Src/SPIButtons.cpp index f4a0512a6..a82e0d710 100644 --- a/Firmware/FFBoard/UserExtensions/Src/SPIButtons.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/SPIButtons.cpp @@ -51,13 +51,6 @@ SPI_Buttons::SPI_Buttons(uint16_t configuration_address, uint16_t configuration_ this->configuration_address_2 = configuration_address_2; restoreFlash(); - this->spiConfig.peripheral.BaudRatePrescaler = speedPresets[this->conf.spi_speed]; - this->spiConfig.peripheral.FirstBit = SPI_FIRSTBIT_LSB; - this->spiConfig.peripheral.CLKPhase = SPI_PHASE_1EDGE; - this->spiConfig.peripheral.CLKPolarity = SPI_POLARITY_LOW; - - initSPI(); - registerCommands(); this->setCommandsEnabled(true); ready = true; @@ -109,18 +102,17 @@ void SPI_Buttons::setConfig(ButtonSourceConfig config){ if(conf.mode == SPI_BtnMode::TM){ this->spiConfig.cspol = true; this->conf.cutRight = true; - this->spiConfig.peripheral.CLKPolarity = SPI_POLARITY_LOW; + this->spiConfig.peripheral.FirstBit = SPI_FIRSTBIT_LSB; this->spiConfig.peripheral.CLKPhase = SPI_PHASE_1EDGE; - + this->spiConfig.peripheral.CLKPolarity = SPI_POLARITY_LOW; }else if(conf.mode == SPI_BtnMode::PISOSR){ this->spiConfig.cspol = false; this->conf.cutRight = false; + this->spiConfig.peripheral.FirstBit = SPI_FIRSTBIT_LSB; this->spiConfig.peripheral.CLKPhase = SPI_PHASE_2EDGE; this->spiConfig.peripheral.CLKPolarity = SPI_POLARITY_HIGH; // its actually shifting on the rising edge but 165 will have the first output set even before clocking. First clock cycle is actually second bit so we sample at the falling edge and skip the first bit with that. } -// spiPort.takeSemaphore(); -// spiPort.configurePort(&this->spiConfig.peripheral); -// spiPort.giveSemaphore(); + this->spiConfig.peripheral.BaudRatePrescaler = speedPresets[this->conf.spi_speed]; initSPI(); if(config.numButtons == 64){ // Special case mask = 0xffffffffffffffff; From cf7dd4dbf76f9b0e62126eecde4207311a7bd134 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Sun, 18 Jan 2026 20:08:33 +0100 Subject: [PATCH 39/87] Version bump 1.16.7 --- Firmware/FFBoard/Inc/constants.h | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Firmware/FFBoard/Inc/constants.h b/Firmware/FFBoard/Inc/constants.h index 04b6f8b7f..ac1f0fede 100644 --- a/Firmware/FFBoard/Inc/constants.h +++ b/Firmware/FFBoard/Inc/constants.h @@ -8,7 +8,7 @@ * For more settings see target_constants.h in a target specific folder */ -static const uint8_t SW_VERSION_INT[3] = {1,16,6}; // Version as array. 8 bit each! +static const uint8_t SW_VERSION_INT[3] = {1,16,7}; // Version as array. 8 bit each! #ifndef MAX_AXIS #define MAX_AXIS 2 // ONLY USE 2 for now else screws HID Reports #endif From 1b07468c4d1105b3ae6dd2b6f3598114ab4c290e Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Sun, 1 Feb 2026 13:53:17 +0100 Subject: [PATCH 40/87] MT6835 corrected saved offset shift --- .../FFBoard/UserExtensions/Src/MtEncoderSPI.cpp | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/MtEncoderSPI.cpp b/Firmware/FFBoard/UserExtensions/Src/MtEncoderSPI.cpp index 54148bad5..fb1024c72 100644 --- a/Firmware/FFBoard/UserExtensions/Src/MtEncoderSPI.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/MtEncoderSPI.cpp @@ -52,21 +52,32 @@ MtEncoderSPI::~MtEncoderSPI() { } void MtEncoderSPI::restoreFlash(){ + uint16_t conf_int = Flash_ReadDefault(ADR_MTENC_CONF1, 0); - offset = Flash_ReadDefault(ADR_MTENC_OFS, 0) << 2; + uint8_t cspin = conf_int & 0x3; MtEncoderSPI_mode mode = static_cast(conf_int >> 8); + + uint8_t offsetShift = 2; + if(mode == MtEncoderSPI_mode::mt6835){ + offsetShift = 5; + } + offset = Flash_ReadDefault(ADR_MTENC_OFS, 0) << offsetShift; setMode(mode); setCsPin(cspin); setSpiSpeed((conf_int >> 2) & 0x3); } void MtEncoderSPI::saveFlash(){ + uint8_t offsetShift = 2; + if(mode == MtEncoderSPI_mode::mt6835){ + offsetShift = 5; + } uint16_t conf_int = this->cspin & 0x3; conf_int |= (this->spiSpeedPreset & 0x3) << 2; conf_int |= ((uint8_t)mode & 0xf) << 8; Flash_Write(ADR_MTENC_CONF1, conf_int); - Flash_Write(ADR_MTENC_OFS, offset >> 2); + Flash_Write(ADR_MTENC_OFS, offset >> offsetShift); } From 9f4699d9fe1db81ccc1a3b17952f6d96b25f5da2 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 17 Feb 2026 21:59:02 +0100 Subject: [PATCH 41/87] Funding update --- .github/FUNDING.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml index 96fde146e..4a1dda7cd 100644 --- a/.github/FUNDING.yml +++ b/.github/FUNDING.yml @@ -1,6 +1,6 @@ # These are supported funding model platforms -github: # Replace with up to 4 GitHub Sponsors-enabled usernames e.g., [user1, user2] +github: ultrawipf patreon: Gigawipf open_collective: # Replace with a single Open Collective username ko_fi: # Replace with a single Ko-fi username @@ -9,4 +9,4 @@ community_bridge: # Replace with a single Community Bridge project-name e.g., cl liberapay: # Replace with a single Liberapay username issuehunt: # Replace with a single IssueHunt username otechie: # Replace with a single Otechie username -custom: "paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_button_id=B23BD5FGD5CH8" +custom: "https://www.paypal.com/donate/?hosted_button_id=2SU5VLFRFZACG" From 9367886ebedb7412649d4d9cab309cb7ba0cec66 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 25 Feb 2026 09:50:46 +0100 Subject: [PATCH 42/87] F4 DISCO set encoder timer filter to 5 --- Firmware/Targets/F407VG_DISCO/.cproject | 24 +++++++++++++++++-- Firmware/Targets/F407VG_DISCO/Core/Src/main.c | 2 +- .../Core/ThreadSafe/newlib_lock_glue.c | 2 +- .../F407VG_DISCO/Core/ThreadSafe/stm32_lock.h | 2 +- .../F407VG_DISCO/OpenFFBoard_F407VG_DISCO.ioc | 6 +++-- 5 files changed, 29 insertions(+), 7 deletions(-) diff --git a/Firmware/Targets/F407VG_DISCO/.cproject b/Firmware/Targets/F407VG_DISCO/.cproject index 8edba0284..d2e451124 100644 --- a/Firmware/Targets/F407VG_DISCO/.cproject +++ b/Firmware/Targets/F407VG_DISCO/.cproject @@ -25,7 +25,7 @@ + @@ -243,7 +253,7 @@ + diff --git a/Firmware/Targets/F407VG_DISCO/Core/Src/main.c b/Firmware/Targets/F407VG_DISCO/Core/Src/main.c index df400e81f..9b673777d 100644 --- a/Firmware/Targets/F407VG_DISCO/Core/Src/main.c +++ b/Firmware/Targets/F407VG_DISCO/Core/Src/main.c @@ -771,7 +771,7 @@ static void MX_TIM2_Init(void) sConfig.IC1Polarity = TIM_ICPOLARITY_RISING; sConfig.IC1Selection = TIM_ICSELECTION_DIRECTTI; sConfig.IC1Prescaler = TIM_ICPSC_DIV1; - sConfig.IC1Filter = 0; + sConfig.IC1Filter = 5; sConfig.IC2Polarity = TIM_ICPOLARITY_RISING; sConfig.IC2Selection = TIM_ICSELECTION_DIRECTTI; sConfig.IC2Prescaler = TIM_ICPSC_DIV1; diff --git a/Firmware/Targets/F407VG_DISCO/Core/ThreadSafe/newlib_lock_glue.c b/Firmware/Targets/F407VG_DISCO/Core/ThreadSafe/newlib_lock_glue.c index 8d956e401..4ed4b9ba0 100644 --- a/Firmware/Targets/F407VG_DISCO/Core/ThreadSafe/newlib_lock_glue.c +++ b/Firmware/Targets/F407VG_DISCO/Core/ThreadSafe/newlib_lock_glue.c @@ -19,7 +19,7 @@ ****************************************************************************** * @attention * - * Copyright (c) 2023 STMicroelectronics. + * Copyright (c) 2025 STMicroelectronics. * All rights reserved. * * This software is licensed under terms that can be found in the LICENSE file diff --git a/Firmware/Targets/F407VG_DISCO/Core/ThreadSafe/stm32_lock.h b/Firmware/Targets/F407VG_DISCO/Core/ThreadSafe/stm32_lock.h index 372c5ded9..b661efdda 100644 --- a/Firmware/Targets/F407VG_DISCO/Core/ThreadSafe/stm32_lock.h +++ b/Firmware/Targets/F407VG_DISCO/Core/ThreadSafe/stm32_lock.h @@ -48,7 +48,7 @@ ****************************************************************************** * @attention * - * Copyright (c) 2023 STMicroelectronics. + * Copyright (c) 2025 STMicroelectronics. * All rights reserved. * * This software is licensed under terms that can be found in the LICENSE file diff --git a/Firmware/Targets/F407VG_DISCO/OpenFFBoard_F407VG_DISCO.ioc b/Firmware/Targets/F407VG_DISCO/OpenFFBoard_F407VG_DISCO.ioc index e34994654..b2a72a03e 100644 --- a/Firmware/Targets/F407VG_DISCO/OpenFFBoard_F407VG_DISCO.ioc +++ b/Firmware/Targets/F407VG_DISCO/OpenFFBoard_F407VG_DISCO.ioc @@ -668,6 +668,7 @@ PH1-OSC_OUT.Signal=RCC_OSC_OUT PinOutPanel.RotationAngle=180 ProjectManager.AskForMigrate=true ProjectManager.BackupPrevious=false +ProjectManager.CompilerLinker=GCC ProjectManager.CompilerOptimize=6 ProjectManager.ComputerToolchain=false ProjectManager.CoupleFile=false @@ -680,7 +681,7 @@ ProjectManager.FreePins=false ProjectManager.HalAssertFull=false ProjectManager.HeapSize=0x400 ProjectManager.KeepUserCode=true -ProjectManager.LastFirmware=false +ProjectManager.LastFirmware=true ProjectManager.LibraryCopy=1 ProjectManager.MainLocation=Core/Src ProjectManager.MultiThreaded=true @@ -813,8 +814,9 @@ TIM2.AutoReloadPreload=TIM_AUTORELOAD_PRELOAD_DISABLE TIM2.ClockDivision=TIM_CLOCKDIVISION_DIV1 TIM2.CounterMode=TIM_COUNTERMODE_UP TIM2.EncoderMode=TIM_ENCODERMODE_TI12 +TIM2.IC1Filter=5 TIM2.IC1Prescaler=TIM_ICPSC_DIV1 -TIM2.IPParameters=Prescaler,CounterMode,Period,ClockDivision,AutoReloadPreload,TIM_MasterSlaveMode,TIM_MasterOutputTrigger,EncoderMode,IC1Prescaler +TIM2.IPParameters=Prescaler,CounterMode,Period,ClockDivision,AutoReloadPreload,TIM_MasterSlaveMode,TIM_MasterOutputTrigger,EncoderMode,IC1Prescaler,IC1Filter TIM2.Period=0xffffffff TIM2.Prescaler=0 TIM2.TIM_MasterOutputTrigger=TIM_TRGO_RESET From a827c68cfaa7b20099e1b20322a4e91a281c1e79 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 25 Feb 2026 09:51:59 +0100 Subject: [PATCH 43/87] F407 general set encoder filter to 5 --- Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs | 2 +- Firmware/Targets/F407VG/Core/Src/main.c | 2 +- Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs b/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs index 405ce1e69..5b3603498 100644 --- a/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs +++ b/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs @@ -1,4 +1,4 @@ -2F62501ED4689FB349E356AB974DBE57=2E846C232C86F8091E1D1C41786923FD +2F62501ED4689FB349E356AB974DBE57=E2380525C25FCA23F64F38676B957D9B 8DF89ED150041C4CBC7CB9A9CAA90856=2E846C232C86F8091E1D1C41786923FD DC22A860405A8BF2F2C095E5B6529F12=948244613B091C43745821314F11043C eclipse.preferences.version=1 diff --git a/Firmware/Targets/F407VG/Core/Src/main.c b/Firmware/Targets/F407VG/Core/Src/main.c index a23a8c8ee..9026825ba 100644 --- a/Firmware/Targets/F407VG/Core/Src/main.c +++ b/Firmware/Targets/F407VG/Core/Src/main.c @@ -881,7 +881,7 @@ static void MX_TIM3_Init(void) sConfig.IC1Polarity = TIM_ICPOLARITY_FALLING; sConfig.IC1Selection = TIM_ICSELECTION_DIRECTTI; sConfig.IC1Prescaler = TIM_ICPSC_DIV1; - sConfig.IC1Filter = 0; + sConfig.IC1Filter = 5; sConfig.IC2Polarity = TIM_ICPOLARITY_FALLING; sConfig.IC2Selection = TIM_ICSELECTION_DIRECTTI; sConfig.IC2Prescaler = TIM_ICPSC_DIV1; diff --git a/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc b/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc index 8857b1e93..59e0251c3 100644 --- a/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc +++ b/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc @@ -887,7 +887,7 @@ TIM3.AutoReloadPreload=TIM_AUTORELOAD_PRELOAD_DISABLE TIM3.ClockDivision=TIM_CLOCKDIVISION_DIV1 TIM3.CounterMode=TIM_COUNTERMODE_CENTERALIGNED1 TIM3.EncoderMode=TIM_ENCODERMODE_TI12 -TIM3.IC1Filter=0 +TIM3.IC1Filter=5 TIM3.IC1Polarity=TIM_ICPOLARITY_FALLING TIM3.IC1Prescaler=TIM_ICPSC_DIV1 TIM3.IC1Selection=TIM_ICSELECTION_DIRECTTI From 92c327f1225e06e0d9e600003115d3cfd7b78bb2 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Thu, 26 Feb 2026 09:15:53 +0100 Subject: [PATCH 44/87] Changelog update --- CHANGELOG.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7d6fa0308..486601a04 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,6 +1,7 @@ ### Changes this version: - Added SPI speed selector to MagnTek encoders - Added "reg" and "save" commands to MagnTek encoder. Allows programming MT6835 encoders (debug=1 mode required!) +- Set ABN encoder filter to 5 for F407 and F407_DISCO. Should improve encoder stability in noisy environments. ### Changes in 1.16: From 0767c51ed5ea4f727db3cbe79c4dc1e48e3b4fc0 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 10 Mar 2026 13:20:49 +0100 Subject: [PATCH 45/87] TMC4671 fixed encoder forwarding force inversion logic --- Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index 8e996cba1..1d7be6823 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -1737,7 +1737,7 @@ void TMC4671::turn(int16_t power){ // Flux offset for field weakening flux = idleFlux-clip(abs(power),0,maxOffsetFlux); - if((this->conf.encoderReversed && conf.motconf.enctype == EncoderType_TMC::ext) ^ conf.invertForce){ + if((this->conf.encoderReversed && conf.motconf.enctype == EncoderType_TMC::ext) || conf.invertForce){ power = -power; // Encoder does not match } From 6405b90caebc95b85e61b1f74266a8db167b6f7f Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 10 Mar 2026 13:21:31 +0100 Subject: [PATCH 46/87] MTenc fixed excessive delays when forwarding/multithread access --- Firmware/FFBoard/UserExtensions/Inc/MtEncoderSPI.h | 2 ++ Firmware/FFBoard/UserExtensions/Src/MtEncoderSPI.cpp | 4 +++- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/MtEncoderSPI.h b/Firmware/FFBoard/UserExtensions/Inc/MtEncoderSPI.h index 981dea2de..e390b7ac7 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/MtEncoderSPI.h +++ b/Firmware/FFBoard/UserExtensions/Inc/MtEncoderSPI.h @@ -91,6 +91,8 @@ class MtEncoderSPI: public Encoder, public SPIDevice, public PersistentStorage, const uint8_t POLY = 0x07; uint8_t spiSpeedPreset = 0; + static const uint32_t waitThresh = 2; // If last sample older than x ms use wait semaphore. Else skip and use last value to speed up processing + uint32_t lastUpdateTick = 0; }; #endif /* USEREXTENSIONS_SRC_MTENCODERSPI_H_ */ diff --git a/Firmware/FFBoard/UserExtensions/Src/MtEncoderSPI.cpp b/Firmware/FFBoard/UserExtensions/Src/MtEncoderSPI.cpp index fb1024c72..1805232ec 100644 --- a/Firmware/FFBoard/UserExtensions/Src/MtEncoderSPI.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/MtEncoderSPI.cpp @@ -102,6 +102,7 @@ void MtEncoderSPI::Run(){ }else{ errors++; } + lastUpdateTick = HAL_GetTick(); waitForUpdateSem.Give(); updateInProgress = false; } @@ -264,7 +265,8 @@ int32_t MtEncoderSPI::getPosAbs(){ } updateInProgress = true; requestNewDataSem.Give(); // Start transfer - waitForUpdateSem.Take(10); // Wait a bit + if(HAL_GetTick() - lastUpdateTick > waitThresh) + waitForUpdateSem.Take(waitThresh); // Wait a bit return curPos; } From 2f061da7fb6b5df22bade3ab6bf7cf9b54bf2fcc Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 10 Mar 2026 13:23:05 +0100 Subject: [PATCH 47/87] Reduced default TMC forwarding rate to 4khz --- Firmware/FFBoard/UserExtensions/Inc/TMC4671.h | 2 +- Firmware/Targets/F407VG/Core/Inc/target_constants.h | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h index 8d5cc8cbd..fdde1fa2b 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h +++ b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h @@ -54,7 +54,7 @@ extern TIM_HandleTypeDef TIM_TMC; #define TMC4671_ITUNE_CUTOFF 0.04 #endif #ifndef TIM_TMC_ARR -#define TIM_TMC_ARR 200 +#define TIM_TMC_ARR 250 #endif diff --git a/Firmware/Targets/F407VG/Core/Inc/target_constants.h b/Firmware/Targets/F407VG/Core/Inc/target_constants.h index 6409a522b..0cc62e9f8 100644 --- a/Firmware/Targets/F407VG/Core/Inc/target_constants.h +++ b/Firmware/Targets/F407VG/Core/Inc/target_constants.h @@ -69,6 +69,7 @@ #define TIM_USER htim9 // Timer with full core clock speed available for the mainclass #define TIM_TMC htim6 // Timer running at half clock speed #define TIM_TMC_BCLK SystemCoreClock / 2 +#define TIM_TMC_ARR 250 // 4khz #define TIM_FFB htim13 extern UART_HandleTypeDef huart1; From ab16fd425f7fe4822b1e9ac7436e9138f4a893a4 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 10 Mar 2026 13:25:31 +0100 Subject: [PATCH 48/87] Changelog update --- CHANGELOG.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 486601a04..55af5cbe1 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,6 +2,8 @@ - Added SPI speed selector to MagnTek encoders - Added "reg" and "save" commands to MagnTek encoder. Allows programming MT6835 encoders (debug=1 mode required!) - Set ABN encoder filter to 5 for F407 and F407_DISCO. Should improve encoder stability in noisy environments. +- Fixed Magntek encoder forwarding causing choppy FFB +- Fixed TMC4671 ext encoder having inverted forces if previously inverted by dual enc mode ### Changes in 1.16: From 99171b08489a4788b5f418ee7fe1d7f0deb956f2 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Mon, 16 Mar 2026 22:14:32 +0100 Subject: [PATCH 49/87] Version bump v1.17.0 --- CHANGELOG.md | 23 +---------------------- Firmware/FFBoard/Inc/constants.h | 2 +- 2 files changed, 2 insertions(+), 23 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 55af5cbe1..403f95890 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -3,25 +3,4 @@ - Added "reg" and "save" commands to MagnTek encoder. Allows programming MT6835 encoders (debug=1 mode required!) - Set ABN encoder filter to 5 for F407 and F407_DISCO. Should improve encoder stability in noisy environments. - Fixed Magntek encoder forwarding causing choppy FFB -- Fixed TMC4671 ext encoder having inverted forces if previously inverted by dual enc mode - -### Changes in 1.16: - -Internal changes: -- CAN port interfaces rewritten -- HAL updated -- Migrated to CPP20 -- Upgraded to tinyusb 0.17 -- Improved microsecond counter implementation -- Added MyActuator RMD CAN support class. - - Temporary implementation until CAN protocol changes. Usable but might be improved in the future -- Fixed issues in CAN analog class for packet 2. Allow shorter frames -- F407: ADC now triggered by timer to reduce interrupt frequency -- Using analog VREF for voltage sensing (better accuracy with unstable 3.3V) -- Added chip temperature readout -- Added remote CAN button/analog source mainclass -- Added exponential torque postprocessing for game effects -- Reformatted USB serial string as hex and added command to request UID as hex string -- Added device name to USB Product name -- Added support for F407 OTP section -- Added support for MagnTek MT6835 via SPI (SPI3 port, MagnTek encoder class) \ No newline at end of file +- Fixed TMC4671 ext encoder having inverted forces if previously inverted by dual enc mode \ No newline at end of file diff --git a/Firmware/FFBoard/Inc/constants.h b/Firmware/FFBoard/Inc/constants.h index ac1f0fede..caf039d63 100644 --- a/Firmware/FFBoard/Inc/constants.h +++ b/Firmware/FFBoard/Inc/constants.h @@ -8,7 +8,7 @@ * For more settings see target_constants.h in a target specific folder */ -static const uint8_t SW_VERSION_INT[3] = {1,16,7}; // Version as array. 8 bit each! +static const uint8_t SW_VERSION_INT[3] = {1,17,0}; // Version as array. 8 bit each! #ifndef MAX_AXIS #define MAX_AXIS 2 // ONLY USE 2 for now else screws HID Reports #endif From da99aba5815d792478cd00b5a8d4f376a935bd88 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Tue, 17 Mar 2026 21:03:20 +0100 Subject: [PATCH 50/87] Release update --- .github/workflows/release.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 8a80ca7fb..c17cdb088 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -80,9 +80,9 @@ jobs: - name: Make changelog run: | echo -e "### Firmware changes\n" > /tmp/CHANGELOG.md - cat ${{ github.workspace }}/CHANGELOG.md >> /tmp/CHANGELOG.md + perl -0777 -ne 'print "$1\n$2" if /^(#+.+)\n((?:[^#\n]+\n)+)/m; exit' ${{ github.workspace }}/CHANGELOG.md >> /tmp/CHANGELOG.md echo -e "\n### Configurator changes\n" >> /tmp/CHANGELOG.md - cat ${{ github.workspace }}/Configurator/CHANGELOG.md >> /tmp/CHANGELOG.md + perl -0777 -ne 'print "$1\n$2" if /^(#+.+)\n((?:[^#\n]+\n)+)/m; exit' ${{ github.workspace }}/Configurator/CHANGELOG.md >> /tmp/CHANGELOG # Create release From 5fc00dbddd227af8151610ce8dcd5efe3df6af0b Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 18 Mar 2026 13:37:36 +0100 Subject: [PATCH 51/87] Filled Changelog with past changes --- CHANGELOG.md | 183 ++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 181 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 403f95890..8f2df35ff 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,6 +1,185 @@ -### Changes this version: +### v1.17.0 - Added SPI speed selector to MagnTek encoders - Added "reg" and "save" commands to MagnTek encoder. Allows programming MT6835 encoders (debug=1 mode required!) - Set ABN encoder filter to 5 for F407 and F407_DISCO. Should improve encoder stability in noisy environments. - Fixed Magntek encoder forwarding causing choppy FFB -- Fixed TMC4671 ext encoder having inverted forces if previously inverted by dual enc mode \ No newline at end of file +- Fixed TMC4671 ext encoder having inverted forces if previously inverted by dual enc mode + +### v1.16.6 +- Added SPI speed selector to MagnTek encoders +- Added "reg" and "save" commands to MagnTek encoder. Allows programming MT6835 encoders (debug=1 mode required!) +- Set ABN encoder filter to 5 for F407 and F407_DISCO. Should improve encoder stability in noisy environments. + +### v1.16.5 +- Reformatted USB serial string as hex and added command to request UID as hex string +- Added device name to USB Product name +- Added support for F407 OTP section +- Added support for MagnTek MT6835 via SPI (SPI3 port, MagnTek encoder class) + +### v1.16.4 +- Added exponential torque postprocessing for game effects + +### v1.16.3 +- Added remote CAN button/analog source mainclass + +### v1.16.2 +- Inverted Y axis direction vector magnitude + - Fixes 2 axis setups in XPforce and DCS and other flight sims +- Changed 2 axis conditional effects to ignore direction vectors (Fixes DCS) +- Modified HID 2 axis descriptor, added back second direction for compliance +- Fixed chip temp sometimes glitching +- TMC debug mode: Changed openloopspeed command to use torque mode instead of raw PWM. Added new openloopspeedpwm to control raw PWM. +- CAN bus corrected packet length when packet is sent as command +- Corrected CAN speed preset in can bridge GVRET mode (savvycan works again) +- Using interrupt transfer for TMC4671 encoder forwarding (Fixed again) + +### v1.16.0 +- Added MyActuator RMD CAN support class. + - Temporary implementation until CAN protocol changes. Usable but might be improved in the future +- Fixed issues in CAN analog class for packet 2. Allow shorter frames +- F407: ADC now triggered by timer to reduce interrupt frequency +- Using analog VREF for voltage sensing (better accuracy with unstable 3.3V) +- Added chip temperature readout +- CAN port interfaces rewritten +- HAL updated +- Migrated to CPP20 +- Upgraded to tinyusb 0.17 +- Improved microsecond counter implementation + +### v1.15.1 +- Fixed BISS-C encoder sometimes overflowing one rotation at startup +- Added BISS-C direction inversion function (Default true). Most BISS-C encoders count CW while most others and TMC count CCW. +- Standardized encoder counting direction counting up in CCW direction as a more common industrial standard +- Fixed idle spring effect not working before first save +- Retuned speed limiter function. Removed averaging. Should be more stable for high resolution encoders if high bandwidth speed filter preset is selected +- Force ramps up slowly on potential sharp position changes such as recentering +- FFB led now shows FFB state. On when FFB actuators enabled. Still blinks on clipping + +### v1.15.0 +- Added independend friction and inertia effects to axis +- ODrive class can save encoder position offset +- Reverted the forza fix for 2 axis setups. + - TODO: test and report if behaviour works for all games with the angle always being used for 1 axis modes (Games must send 90° on X axis effects instead of 0°). + +### v1.14.4 +- TMC E-Stop handled even during calibration by pausing and disabling driver +- E-Stop checked correctly after startup. You can now disable force and delay startup by setting E-Stop during startup. +- Digital and Analog sources are disabled by default +- Biss-C 1 rotation offset glitch at first packet fixed +- Reverted CAN retransmission to enabled temporarily. Fixes 2 axis ODrive issues. + +### v1.14.3 +- Only activate brake resistor if vint and vext are >6.5V. Prevents board from activating resistor if only usb powered and a fault reset loop +- Changed behaviour of direction enable and axis enable bits in set_effect report to always apply direction vector + - Fix for Forza Motorsport + +### v1.14.2 +- Added local button pulse mode + +### v1.14.0 +- Save TMC space vector PWM mode in flash. Should be usually on for BLDC motors if the star point is isolated. +- Allow using the motors flux component to dissipate energy with the TMC4671 instead of the brake resistor. May cause noticable braking in the motor but takes stress off the resistor. +- Axis speed limiter usable and saved in flash. +- Removed unused hall direction flash setting. + +### v1.13.3 +- Added uid command (`sys.uid?` returns first 64 bits as val and second 32 as adr) + +### v1.13.2 +- Added effect monitoring per axis + +### v1.13.1 +- Added PWM direction toggle + +### v1.13.0 +- Added basic iterative TMC PI autotuning +- Fixed issues with CAN transmission with multiple axes +- Added SSI encoder support (AMT232B) +- Fixed SPI buttons not working (SPI2 DMA on F407) +- Dynamic TMC encoder alignment current based on current limit + +### v1.12.1 +- Added part of unique serial number to usb interface names for easier identification of multiple devices +- Enabled Simplemotion for F407_DISCO build + +### v1.12.0 +- Added support for Simplemotion V2 (Ioni/Argon motor drivers) + +### v1.11.2 +- Fixed a possible crash if unparsable/too large numbers are sent in a command +- Removed unused direction field from descriptor in 2 axis desc +- Workarounds for 2 axis conditional effects giving condition blocks priority over direction angles + +### v1.11.1 +- Added new subproject for third party devkits (F407DISCO target) +- Added serialfx effect manager for a command based FFB mainclass (Instead of PID FFB) +- Added Serial FFB mainclass mode +- Added mosfet BBM time to TMC hardware selection +- TMC enable pin is set when TMC debug mode starts +- Added option to change SPI speed for buttons. Can be helpful if the connection is unreliable +- Added back second VESC instance for 2 axis vesc setups +- Separate motor driver selection lists per axis (No double odrive/vesc/tmc instance options in motor driver lists) + +### v1.10.1 +- Changed default power from 2000 to 5000 as 2000 is not enough to calibrate many motors +- Internal change moving effects into effectscalculator to simplify managing effects from different sources +- Effect intensity tuning value now only affects game effects. Fixes the effect intensity incorrectly affecting the endstop. + +### v1.10.0 +- Added local encoder index option to reload a previously stored offset +- Fixed an issue with 2 axis FFB effects on second axis +- Added TMC4671 biquad filter option + - Lowpass, notch and peak modes (fixed Q factor, saved frequency) +- Improved BISS performance when used with TMC +- Fixed an issue with live effects statistics jumping to 0 using double buffers +- Added missing command flags and help messages + +### v1.9.7 +- Fixed CDC serial port sometimes losing replies on with some USB ports + +### v1.9.6: +- Added analog filter option +- Main effect loop runs in higher priority thread than idle +- Added ADS111X analog source +- Added user configurable axis encoder ratios for setups with reductions +- Added effect filter option (Speed/accel filter presets for different encoders) +- Added effects monitoring +- Added some analog autorange margin +- Added min/max commands to analog processing for manual ranges +- Added analog processing functions to ADS111X +- Selecting a "none" encoder will remove the axis value. Allows analog inputs to be used as the primary axis. +- Added constant force rate command +- Highly improved uart command stability (default baud rate 115200) +- Added command to check command flags (cls.cmdinfo?cmdid) +- Added advanced filter mode to switch between custom and default conditional effect output filters ("fx.filterProfile_id") +- Automatic flash erase condition changed from major version change to separate flash version counter + +### v1.8.8 +- Rescaled endstop to encoder angle (makes strength feel the same at every range) +- Changed SPI button saved count from 0-63 to 1-64 (will invalidate your setting) +- Added CAN next frame length command to send frames with different headers +- Emergency stop can be reset and only disables torque +- Added estop command +- Optimized string based command interfaces +- Effects honor the gain setting (Makes Forza Horizon work) + +### v1.8.7 +- FFBWheel and FFBJoystick classes split for 1 and 2 axis FFB (Allows to use different HID descriptors) +- Added a single axis HID descriptor (currently not used for compatibility reasons. enable by defining FFBWHEEL_USE_1AXIS_DESC) +- Default SPI button speed increased to 1.3MHz +- Added CAN button source +- Added CAN analog source +- Moved CAN and i2c speed settings to port class +- Fixed CAN bridge RTR frames +- HID interface sends ACKs +- Improved help command formatting and added flags +- Added I2C fast mode 400kHz +- Added BISS-C encoder +- Fixed MT Encoder +- Reworked TMC external encoder system +- Digital and analog source readout command + + +# Persistent changelog +Append changes at the top. +The first section is used in release comments \ No newline at end of file From 48e29f3a82ecaa3fcdb3c8642e14583fbac0ed67 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 1 Apr 2026 13:08:34 +0200 Subject: [PATCH 52/87] Added I2C EEPROM ID/OTP Support --- Firmware/FFBoard/Inc/constants.h | 2 +- Firmware/FFBoard/Src/flash_helpers.cpp | 111 ++++++++++++++++++------- 2 files changed, 83 insertions(+), 30 deletions(-) diff --git a/Firmware/FFBoard/Inc/constants.h b/Firmware/FFBoard/Inc/constants.h index caf039d63..ba11df6d5 100644 --- a/Firmware/FFBoard/Inc/constants.h +++ b/Firmware/FFBoard/Inc/constants.h @@ -112,7 +112,7 @@ static const uint8_t SW_VERSION_INT[3] = {1,17,0}; // Version as array. 8 bit ea #define SIGNATURE #endif -#if defined(FLASH_OTP_BASE) && defined(FLASH_OTP_END) +#if (defined(FLASH_OTP_BASE) && defined(FLASH_OTP_END)) || (defined(I2C_EEPROM_OTP_ADR) && defined(I2C_PORT_EEPROM)) #define OTPMEMORY #endif diff --git a/Firmware/FFBoard/Src/flash_helpers.cpp b/Firmware/FFBoard/Src/flash_helpers.cpp index 75e0f61e0..76081260f 100644 --- a/Firmware/FFBoard/Src/flash_helpers.cpp +++ b/Firmware/FFBoard/Src/flash_helpers.cpp @@ -113,25 +113,33 @@ uint8_t i2cBufferEeprom[sizeof(uint16_t)] = {0}; I2CDevice i2cdeveeprom; extern I2CPort i2cport_int; -bool Flash_Write(uint16_t adr,uint16_t dat){ +/** + * Helper function to write 16b data to i2c eeproms with different block sizes + */ +bool I2C_EEPROM_Write16(uint16_t devAdr,uint16_t adr, uint16_t dat){ uint16_t dataLength = sizeof(dat); memcpy(i2cBufferEeprom,&dat, dataLength); - adr *= sizeof(dat)/I2C_EEPROM_DATA_SIZE; - adr = I2C_EEPROM_OFS+adr; - uint16_t curAdr = adr; - assert(adr < I2C_EEPROM_SIZE); + uint32_t adrAbs = adr; + adrAbs *= sizeof(dat)/I2C_EEPROM_DATA_SIZE; + uint32_t curAdr = adrAbs; + assert(adrAbs < I2C_EEPROM_SIZE); // Do segmented writes + bool res = false; - while(curAdr < adr+dataLength){ + while(curAdr < adrAbs+dataLength){ // i2cport_int.isDeviceReady(i2cdeveeprom, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT,false) - while(!i2cport_int.isDeviceReady(&i2cdeveeprom, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT,false)){ + while(!i2cport_int.isDeviceReady(&i2cdeveeprom, devAdr, 100, I2C_EEPROM_TIMEOUT,false)){ vTaskDelay(1); } - - uint16_t wLen = std::min(dataLength,I2C_EEPROM_PAGEWRITE_SIZE - (adr % I2C_EEPROM_PAGEWRITE_SIZE)); - res = i2cport_int.writeMem(&i2cdeveeprom, I2C_EEPROM_ADR, curAdr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, wLen, I2C_EEPROM_TIMEOUT, false); - //res = HAL_I2C_Mem_Write(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, curAdr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, wLen,I2C_EEPROM_TIMEOUT) == HAL_OK; + uint16_t i2cAdr = devAdr; + uint16_t writeAdr = curAdr; + if(curAdr > 0xffff){ + writeAdr = curAdr & 0xffff; + i2cAdr |= 0x02; // A17 bit + } + uint16_t wLen = std::min(dataLength,I2C_EEPROM_PAGEWRITE_SIZE - (adrAbs % I2C_EEPROM_PAGEWRITE_SIZE)); + res = i2cport_int.writeMem(&i2cdeveeprom, i2cAdr, writeAdr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, wLen, I2C_EEPROM_TIMEOUT, false); curAdr+=wLen; if(!res){ break; @@ -140,24 +148,22 @@ bool Flash_Write(uint16_t adr,uint16_t dat){ return res; } -bool Flash_ReadWriteDefault(uint16_t adr,uint16_t *buf,uint16_t def){ - if(!Flash_Read(adr,buf)){ - return Flash_Write(adr, def); - } - return true; -} + /** - * Reads a value and if checkempty is true returns false if the read value is the erased value (0xffff) or not found + * Helper function to read 16b data from i2c eeproms with different block sizes */ -bool Flash_Read(uint16_t adr,uint16_t *buf, bool checkempty){ - adr *= sizeof(*buf)/I2C_EEPROM_DATA_SIZE; - assert(adr < I2C_EEPROM_SIZE); - while(!i2cport_int.isDeviceReady(&i2cdeveeprom, I2C_EEPROM_ADR, 100, I2C_EEPROM_TIMEOUT,false)){ +bool I2C_EEPROM_Read16(uint16_t devAdr,uint16_t adr,uint16_t *buf, bool checkempty){ + uint32_t adrAbs = (adr * sizeof(*buf)/I2C_EEPROM_DATA_SIZE); + assert(adrAbs < I2C_EEPROM_SIZE); + while(!i2cport_int.isDeviceReady(&i2cdeveeprom, devAdr, 100, I2C_EEPROM_TIMEOUT,false)){ vTaskDelay(1); } - - //bool res = HAL_I2C_Mem_Read(&I2C_PORT_EEPROM, I2C_EEPROM_ADR, I2C_EEPROM_OFS+adr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, 2, I2C_EEPROM_TIMEOUT) == HAL_OK; - bool res = i2cport_int.readMem(&i2cdeveeprom, I2C_EEPROM_ADR, I2C_EEPROM_OFS+adr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, 2, I2C_EEPROM_TIMEOUT, false); + uint16_t i2cAdr = devAdr; + uint16_t datAdr = adrAbs & 0xffff; + if(adrAbs > 0xffff){ + i2cAdr |= 0x02; // If curAdr > 0xffff set bit 1 of addr high + } + bool res = i2cport_int.readMem(&i2cdeveeprom, i2cAdr, datAdr, I2C_EEPROM_ADR_SIZE, i2cBufferEeprom, 2, I2C_EEPROM_TIMEOUT, false); if(checkempty){ bool empty = true; @@ -174,6 +180,22 @@ bool Flash_Read(uint16_t adr,uint16_t *buf, bool checkempty){ return res; } +bool Flash_Write(uint16_t adr,uint16_t dat){ + return I2C_EEPROM_Write16(I2C_EEPROM_ADR,adr+I2C_EEPROM_OFS,dat); +} +bool Flash_ReadWriteDefault(uint16_t adr,uint16_t *buf,uint16_t def){ + if(!Flash_Read(adr,buf)){ + return Flash_Write(adr, def); + } + return true; +} +/** + * Reads a value and if checkempty is true returns false if the read value is the erased value (0xffff) or not found + */ +bool Flash_Read(uint16_t adr,uint16_t *buf, bool checkempty){ + return I2C_EEPROM_Read16(I2C_EEPROM_ADR,adr+I2C_EEPROM_OFS,buf,checkempty); +} + /** * Erases the whole EEPROM to its default value */ @@ -182,9 +204,12 @@ bool Flash_Format(){ std::array eraseBuf; eraseBuf.fill(I2C_EEPROM_ERASED); for(uint32_t i=I2C_EEPROM_OFS;i(I2C_EEPROM_PAGEWRITE_SIZE,I2C_EEPROM_SIZE-i),I2C_EEPROM_TIMEOUT) == HAL_OK; - bool res = i2cport_int.writeMem(&i2cdeveeprom, I2C_EEPROM_ADR, I2C_EEPROM_OFS+i, I2C_EEPROM_ADR_SIZE, eraseBuf.data(), std::min(I2C_EEPROM_PAGEWRITE_SIZE,I2C_EEPROM_SIZE-i), I2C_EEPROM_TIMEOUT, false); + uint16_t datAdr = i & 0xffff; + uint16_t devAdr = I2C_EEPROM_ADR; + if(i > 0xffff){ + devAdr |= 0x02; + } + bool res = i2cport_int.writeMem(&i2cdeveeprom, devAdr, datAdr, I2C_EEPROM_ADR_SIZE, eraseBuf.data(), std::min(I2C_EEPROM_PAGEWRITE_SIZE,I2C_EEPROM_SIZE-i), I2C_EEPROM_TIMEOUT, false); if(!res){ flag = false; }else{ @@ -281,6 +306,34 @@ __weak bool OTP_Read(uint16_t adroffset,uint64_t* dat){ *dat = curval; return true; } +#elif defined(I2C_EEPROM_OTP_ADR) && defined(I2C_PORT_EEPROM) +// I2C EEPROM OTP/ID memory +__weak bool OTP_Write(uint16_t adroffset,uint64_t dat){ + // Write 4 x 16b + for(uint8_t i = 0; i < 4; i++){ + bool res = I2C_EEPROM_Write16(I2C_EEPROM_OTP_ADR, 4*adroffset + (i), (dat >> (i*16)) & 0xffff); + if(!res){ + return false; + } + } + + return true; +} + + +__weak bool OTP_Read(uint16_t adroffset,uint64_t* dat){ + uint64_t val = 0; + for(uint8_t i = 0; i < 4; i++){ + uint16_t tdat = 0; + bool res = I2C_EEPROM_Read16(I2C_EEPROM_OTP_ADR, 4*adroffset + (i), &tdat,false); + val |= (uint64_t)tdat << (i*16); + if(!res){ + return false; + } + } + *dat = val; + return true; +} #else __weak bool OTP_Write(uint16_t adroffset,uint64_t dat){ return false; @@ -310,4 +363,4 @@ void Flash_Write_Defaults(){ for(const std::pair &kv : flash_factory_defaults){ Flash_Write(kv.first, kv.second); // Try to write values } -} \ No newline at end of file +} From 7485d657947d8d2f6022e8ede28aa7bac6ca7241 Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 1 Apr 2026 18:45:15 +0200 Subject: [PATCH 53/87] Configurator update --- Configurator | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Configurator b/Configurator index 9eee2b5ff..1474e31c3 160000 --- a/Configurator +++ b/Configurator @@ -1 +1 @@ -Subproject commit 9eee2b5ffe44f2dec1c6d2eae4a0ad987d53b5c8 +Subproject commit 1474e31c35a45888587ae61a4ab730bae7c35e15 From 983caa49ecea0d91bd55d6a4989dcb32720b828a Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 1 Apr 2026 19:11:06 +0200 Subject: [PATCH 54/87] Fix changelog path typo --- .github/workflows/release.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index c17cdb088..783721603 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -82,7 +82,7 @@ jobs: echo -e "### Firmware changes\n" > /tmp/CHANGELOG.md perl -0777 -ne 'print "$1\n$2" if /^(#+.+)\n((?:[^#\n]+\n)+)/m; exit' ${{ github.workspace }}/CHANGELOG.md >> /tmp/CHANGELOG.md echo -e "\n### Configurator changes\n" >> /tmp/CHANGELOG.md - perl -0777 -ne 'print "$1\n$2" if /^(#+.+)\n((?:[^#\n]+\n)+)/m; exit' ${{ github.workspace }}/Configurator/CHANGELOG.md >> /tmp/CHANGELOG + perl -0777 -ne 'print "$1\n$2" if /^(#+.+)\n((?:[^#\n]+\n)+)/m; exit' ${{ github.workspace }}/Configurator/CHANGELOG.md >> /tmp/CHANGELOG.md # Create release From cbfe54786f60a6498c4ce23624e536b070dad59e Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Wed, 8 Apr 2026 11:50:00 +0200 Subject: [PATCH 55/87] Configurator update --- Configurator | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Configurator b/Configurator index 1474e31c3..993f3cfbd 160000 --- a/Configurator +++ b/Configurator @@ -1 +1 @@ -Subproject commit 1474e31c35a45888587ae61a4ab730bae7c35e15 +Subproject commit 993f3cfbdc6d740d220f5013852649e8695f4fe2 From 59a13502995d874a7a9541c0c5b59d10d8af0e6e Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Fri, 10 Apr 2026 11:55:17 +0200 Subject: [PATCH 56/87] Configurator update --- Configurator | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Configurator b/Configurator index 993f3cfbd..7e1cbb442 160000 --- a/Configurator +++ b/Configurator @@ -1 +1 @@ -Subproject commit 993f3cfbdc6d740d220f5013852649e8695f4fe2 +Subproject commit 7e1cbb4421af872deacf84ee3ba0b584c2815aa8 From cafe50cecce5948c84a0e478cf7e666300ab54bc Mon Sep 17 00:00:00 2001 From: Yannick Richter Date: Sat, 11 Apr 2026 19:03:33 +0200 Subject: [PATCH 57/87] Initialize ffb rate dividers always Fixes DISCO infinite loop in clean state --- Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h | 2 +- Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h b/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h index 736b6c81b..fa9ae121f 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h +++ b/Firmware/FFBoard/UserExtensions/Inc/FFBHIDMain.h @@ -103,7 +103,7 @@ class FFBHIDMain: public FFBoardMain, public cpp_freertos::Thread, PersistentSto uint8_t usb_report_rate = HID_BINTERVAL; //for FS USB 1 = 1000hz, 2 = 500hz, 3 = 333hz 4 = 250hz, 5 = 200hz 6 = 166hz, 8 = 125hz etc... uint8_t usb_report_rate_idx = ffbrates.defaultmode; #ifndef TIM_FFB - uint8_t ffb_rate_divider = 0; + uint8_t ffb_rate_divider = 1; uint8_t ffb_rate_counter = 0; #endif diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index 428967168..13934f2e9 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -78,6 +78,8 @@ void FFBHIDMain::restoreFlash(){ if(Flash_Read(ADR_FFBWHEEL_CONF1,&conf1)){ uint8_t rateidx = conf1 & 0x3; setReportRate(rateidx); + }else{ + setReportRate(0); // default } } From 8aababa9c168b4fc87c28c2161064075823c5b0a Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Sat, 25 Apr 2026 10:37:12 +0200 Subject: [PATCH 58/87] docs: pure code cleanup, typing and Doxygen documentation --- Firmware/FFBoard/Inc/Axis.h | 471 +++++++++++++++------ Firmware/FFBoard/Inc/EffectsCalculator.h | 225 ++++++++-- Firmware/FFBoard/Inc/HidFFB.h | 115 ++++- Firmware/FFBoard/Src/Axis.cpp | 145 ++----- Firmware/FFBoard/Src/EffectsCalculator.cpp | 10 +- 5 files changed, 671 insertions(+), 295 deletions(-) diff --git a/Firmware/FFBoard/Inc/Axis.h b/Firmware/FFBoard/Inc/Axis.h index 5b044c187..32b8bb8af 100644 --- a/Firmware/FFBoard/Inc/Axis.h +++ b/Firmware/FFBoard/Inc/Axis.h @@ -2,7 +2,7 @@ * Axis.h * * Created on: 21.01.2021 - * Author: Yannick / Lidders + * Author: Yannick / Lidders / Vincent */ #ifndef SRC_AXIS_H_ @@ -10,7 +10,6 @@ #include #include #include "usb_hid_ffb_desc.h" -#include "TMC4671.h" #include "PersistentStorage.h" #include "ButtonSource.h" #include "EncoderLocal.h" @@ -34,18 +33,23 @@ #define AXIS_SPEEDLIMITER_I 0.03 #endif - +/** + * @brief Global control flags for all axes. + */ struct Control_t { - bool emergency = false; - bool usb_disabled = true; - bool update_disabled = true; - bool request_update_disabled = false; + bool emergency = false; //!< Emergency stop is active. + bool usb_disabled = true; //!< FFB is disabled by USB. + bool update_disabled = true; //!< FFB updates are disabled. + bool request_update_disabled = false; //!< A request to disable FFB updates is pending. // bool usb_update_flag = false; // bool update_flag = false; - bool resetEncoder = false; + bool resetEncoder = false; //!< A request to reset the encoder is pending. }; -struct AxisFlashAddrs +/** + * @brief Defines the flash memory addresses for axis-specific settings. + */ +struct AxisFlashAddresses { uint16_t config = ADR_AXIS1_CONFIG; uint16_t maxSpeed = ADR_AXIS1_MAX_SPEED; @@ -62,232 +66,435 @@ struct AxisFlashAddrs uint16_t postprocess1 = ADR_AXIS1_POSTPROCESS1; }; +/** + * @brief Configuration for an axis, including driver and encoder types. + */ struct AxisConfig { - uint8_t drvtype = 0; - uint8_t enctype = 0; - //bool invert = false; + uint8_t enctype = 0; //!< Encoder type ID. + uint8_t drvtype = 0; //!< Motor driver type ID. }; + +/** + * @brief Holds the physical metrics of an axis at a point in time. + */ struct metric_t { - float accel = 0; // in deg/s² - float speed = 0; // in deg/s - int32_t pos_scaled_16b = 0; // scaled position as 16b int -0x7fff to 0x7fff matching FFB ranges - float pos_f = 0; // scaled position as float. -1 to 1 range - float posDegrees = 0; // Position in degrees. Not scaled to selected range - int32_t torque = 0; // total of effect + endstop torque + float accel = 0; //!< Acceleration in deg/s². + float speed = 0; //!< Speed in deg/s. + int32_t pos_scaled_16b = 0; //!< Scaled position as a 16-bit integer (-0x7fff to 0x7fff). + float pos_f = 0; //!< Scaled position as a float (-1.0 to 1.0). + float posDegrees = 0; //!< Position in degrees, not scaled to the selected range. + int32_t torque = 0; //!< Total torque applied to the axis. }; - +/** + * @brief Holds the current and previous metrics for an axis, used for calculating derivatives. + */ struct axis_metric_t { - metric_t current; - metric_t previous; + metric_t current; //!< Current metrics. + metric_t previous; //!< Metrics from the previous update cycle. }; +/** + * @brief Represents a gear ratio for scaling encoder values. + */ struct GearRatio_t{ - uint8_t denominator = 0; - uint8_t numerator = 0; - float gearRatio = 1.0; + uint8_t denominator = 0; //!< Denominator of the gear ratio. + uint8_t numerator = 0; //!< Numerator of the gear ratio. + float gearRatio = 1.0; //!< The calculated gear ratio (numerator/denominator). }; - enum class Axis_commands : uint32_t{ power=0x00,degrees=0x01,esgain,zeroenc,invert,idlespring,axisdamper,enctype,drvtype, - pos,maxspeed,maxtorquerate,fxratio,curtorque,curpos,curspd,curaccel,reductionScaler, + pos,curtorque,curpos,curspd,curaccel, + fxratio,reductionScaler, filterSpeed, filterAccel, filterProfileId,cpr,axisfriction,axisinertia, + maxspeed, maxtorquerate, expo,exposcale }; +/** + * @brief This class represents a single FFB axis. + * It handles the motor driver, encoder, and all related calculations for force feedback effects. + */ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandler { public: + /** + * @brief Construct a new Axis object. + * @param axis The character identifier for this axis (e.g., 'x', 'y'). + * @param control A pointer to the global control structure. + */ Axis(char axis, volatile Control_t* control); virtual ~Axis(); - static ClassIdentifier info; + static ClassIdentifier info; //!< Static class identifier. const ClassIdentifier getInfo(); const ClassType getClassType() override {return ClassType::Axis;}; - virtual std::string getHelpstring() { return "FFB axis" ;} -#ifdef TMC4671DRIVER - void setupTMC4671(); -#endif + virtual std::string getHelpstring() { return "FFB axis" ;} + // Dynamic classes + /** + * @brief Sets the motor driver type. + * @param drvtype The type of the motor driver. + */ void setDrvType(uint8_t drvtype); + + /** + * @brief Sets the encoder type. + * @param enctype The type of the encoder. + */ void setEncType(uint8_t enctype); + + /** + * @brief Gets the motor driver type. + * @return The type of the motor driver. + */ uint8_t getDrvType(); + + /** + * @brief Gets the encoder type. + * @return The type of the encoder. + */ uint8_t getEncType(); + /** + * @brief Gets the encoder instance. + * @return A pointer to the encoder instance. + */ Encoder* getEncoder(); + + /** + * @brief Gets the motor driver instance. + * @return A pointer to the motor driver instance. + */ MotorDriver* getDriver(); - void usbSuspend(); // Called on usb disconnect and suspend - void usbResume(); // Called on usb resume + /** + * @brief Called on USB disconnect and suspend. + */ + void usbSuspend(); + + /** + * @brief Called on USB resume. Enables the motor driver. + */ + void usbResume(); + /** + * @brief Saves axis settings to flash memory. + * @override from PersistentStorage + */ void saveFlash() override; + + /** + * @brief Restores axis settings from flash memory. + * @override from PersistentStorage + */ void restoreFlash() override; - void prepareForUpdate(); // called before the effects are calculated - void updateDriveTorque(); //int32_t effectTorque); + /** + * @brief Prepares the axis for an update cycle. Called from the main loop before effects are calculated. + * Reads the encoder, scales the value, and updates metrics (speed, acceleration). + */ + void prepareForUpdate(); + + /** + * @brief Sends the final calculated torque to the motor driver. + */ + void updateDriveTorque(); + + /** + * @brief Triggers an emergency stop. Disables the motor driver. + * @param reset If true, resets the axis after stopping. + */ void emergencyStop(bool reset); + /** + * @brief Sets the position of the axis. + * @param val The new position value. + */ void setPos(uint16_t val); + + /** + * @brief Zeros the current encoder position. + */ void zeroPos(); + /** + * @brief Checks if FFB is globally active. + * @return true if FFB is active, false otherwise. + */ bool getFfbActive(); + /** + * @brief Scales an encoder value. + * @param angle The angle to scale. + * @param degrees The total degrees of rotation. + * @return A pair containing the scaled integer value and the float value. + */ std::pair scaleEncValue(float angle, uint16_t degrees); - float getEncAngle(Encoder *enc); - + /** + * @brief Gets the angle from the encoder. + * @param enc A pointer to the encoder. + * @return The angle in degrees. + */ + float getEncAngle(Encoder *enc); + + /** + * @brief Sets the maximum power (torque) of the motor. + * @param power The new power value. + */ void setPower(uint16_t power); - + /** + * @brief Callback for handling errors. + * @param error The error that occurred. + * @param cleared Whether the error has been cleared. + * @override from ErrorHandler + */ void errorCallback(const Error &error, bool cleared) override; - //ParseStatus command(ParsedCommand_old* cmd,std::string* reply) override; + /** + * @brief Registers the commands for this axis with the command handler. + */ void registerCommands(); - CommandStatus command(const ParsedCommand& cmd,std::vector& replies); - - ClassChooser drv_chooser; - ClassChooser enc_chooser; - + /** + * @brief Handles command line interface commands for this axis. + * @param cmd The parsed command. + * @param replies A vector of replies to be sent back. + * @return The status of the command execution. + * @override from CommandHandler + */ + CommandStatus command(const ParsedCommand& cmd,std::vector& replies) override; + + ClassChooser driverChooser; //!< Class chooser for motor drivers. + ClassChooser encoderChooser; //!< Class chooser for encoders. + + /** + * @brief Gets the last scaled encoder value. + * @return The last scaled encoder value. + */ int32_t getLastScaledEnc(); + + /** + * @brief Resets the metrics of the axis. + * @param new_pos The new position to reset to. + */ void resetMetrics(float new_pos); + + /** + * @brief Updates the metrics of the axis. + * @param new_pos The new position. + */ void updateMetrics(float new_pos); + + /** + * @brief Updates the idle spring force. + * @return The calculated idle spring force. + */ int32_t updateIdleSpringForce(); + + /** + * @brief Sets the idle spring strength. + * @param spring The new spring strength. + */ void setIdleSpringStrength(uint8_t spring); + + /** + * @brief Sets the strength and filter for an effect. + * @param val The new strength value. + * @param valToSet A reference to the value to be set. + * @param filter A reference to the biquad filter. + */ void setFxStrengthAndFilter(uint8_t val,uint8_t& valToSet, Biquad& filter); + + /** + * @brief Called before HID effects are calculated. + */ void calculateAxisEffects(bool ffb_on); - int32_t getTorque(); // current torque scaled as a 32 bit signed value - int16_t updateEndstop(); - int32_t calculateExpoTorque(int32_t torque); + /** + * @brief Gets the current torque. + * @return The current torque scaled as a 32-bit signed value. + */ + int32_t getTorque(); + /** + * @brief Calculate soft endstop effect. + */ + int16_t updateEndstop(); + + /** + * @brief Starts a force fade-in. + * @param start The starting force multiplier. + * @param fadeTime The duration of the fade-in. + */ void startForceFadeIn(float start = 0,float fadeTime = 0.5); metric_t* getMetrics(); + /** + * @brief Sets the HID FFB effect torque. + * @param torque The new FFB effect torque. + */ void setEffectTorque(int32_t torque); + + /** + * @brief Updates the total torque. + * @param totalTorque A pointer to the total torque value. + * @return true if the torque was updated, false otherwise. + */ bool updateTorque(int32_t* totalTorque); void updateSamplerate(float newSamplerate); void updateFilters(uint8_t profileId); + /** + * @brief Sets the gear ratio. + * @param numerator The numerator of the gear ratio. + * @param denominator The denominator of the gear ratio. + */ void setGearRatio(uint8_t numerator,uint8_t denominator); - static const std::vector> axis1_drivers; - static const std::vector> axis2_drivers; + static const std::vector> axis1_drivers; //!< List of available motor drivers for the first axis. + static const std::vector> axis2_drivers; //!< List of available motor drivers for the second axis. private: - // Axis damper is lower than default scale of HID Damper + // Internal constants const float AXIS_DAMPER_RATIO = INTERNAL_SCALER_DAMPER * INTERNAL_AXIS_DAMPER_SCALER / 255.0; const float AXIS_INERTIA_RATIO = INTERNAL_SCALER_INERTIA * INTERNAL_AXIS_INERTIA_SCALER / 255.0; - AxisFlashAddrs flashAddrs; - volatile Control_t* control; + // Private methods + /** + * @brief Sets the degrees of rotation for the axis. + * @param degrees The new range of rotation. + */ + void setDegrees(uint16_t degrees); + /** + * @brief Returns the current power setting of the axis. + * @return The power value. + */ + uint16_t getPower(); + /** + * @brief Returns the calculated torque scaler. + * @return The torque scaler value. + */ + bool isInverted(); - //TIM_HandleTypeDef *timer_update; - AxisConfig conf; + void updateTorqueScaler(); + float getTorqueScaler(); - std::unique_ptr drv = std::make_unique(); // dummy - std::shared_ptr enc = nullptr; + /** + * @brief Sets the ratio between game effects and endstop force. + * @param val The new ratio value (0-255). + */ + void setFxRatio(uint8_t val); + /** + * @brief Sets the exponential torque curve. + * @param val The new expo value. + */ + void setExpo(int val); - bool outOfBounds = false; + int32_t calculateExpoTorque(int32_t torque); + /** + * @brief Decodes the axis configuration from a 16-bit integer stored in flash. + * @param val The 16-bit encoded configuration value. + */ static AxisConfig decodeConfFromInt(uint16_t val); + /** + * @brief Encodes the axis configuration into a 16-bit integer for flash storage. + * @param conf The AxisConfig struct to encode. + * @return The encoded 16-bit value. + */ static uint16_t encodeConfToInt(AxisConfig conf); - const Error outOfBoundsError = Error(ErrorCode::axisOutOfRange,ErrorType::warning,"Axis out of bounds"); + // Member variables + AxisFlashAddresses flashAddresses; //!< Flash memory addresses for this axis. + volatile Control_t* control; //!< Pointer to the global control structure. + AxisConfig conf; //!< Configuration for this axis (driver and encoder types). + char axis; //!< Axis identifier ('X', 'Y', 'Z'). - float forceFadeTime = 1.0; - float forceFadeCurMult = 1.0; + std::unique_ptr drv = std::make_unique(); //!< Unique pointer to the active motor driver. + std::shared_ptr enc = nullptr; //!< Shared pointer to the active encoder. -#ifdef TMC4671DRIVER - TMC4671Limits tmclimits = TMC4671Limits({.pid_torque_flux_ddt = 32767, - .pid_uq_ud = 30000, - .pid_torque_flux = 30000, - .pid_acc_lim = 2147483647, - .pid_vel_lim = 2147483647, - .pid_pos_low = -2147483647, - .pid_pos_high = 2147483647}); -#endif - float encoderOffset = 0; // Offset for absolute encoders - uint16_t degreesOfRotation = 900; // How many degrees of range for the full gamepad range - uint16_t lastdegreesOfRotation = degreesOfRotation; // Used to store the previous value - uint16_t nextDegreesOfRotation = degreesOfRotation; // Buffer when changing range + bool outOfBounds = false; //!< Flag indicating if the axis is out of its valid range. + const Error outOfBoundsError = Error(ErrorCode::axisOutOfRange,ErrorType::warning,"Axis out of bounds"); //!< Error object for out-of-bounds condition. + + // Force fade-in effect + float forceFadeTime = 1.0; //!< Duration of the force fade-in in seconds. + float forceFadeCurMult = 1.0; //!< Current multiplier for the force fade-in. + + uint16_t degreesOfRotation = 900; //!< Current degrees of rotation. + uint16_t lastdegreesOfRotation = degreesOfRotation; //!< Previous degrees of rotation (for smooth transitions). + uint16_t nextDegreesOfRotation = degreesOfRotation; //!< Target degrees of rotation. // Limiters - uint16_t maxSpeedDegS = 0; // Set to non zero to enable. example 1000. 8b * 10? - //float maxAccelDegSS = 0; - uint32_t maxTorqueRateMS = 0; // 8b * 128? - float speedLimiterP = AXIS_SPEEDLIMITER_P; - float speedLimiterI = AXIS_SPEEDLIMITER_I; + uint16_t maxSpeedDegS = 0; //!< Maximum speed in degrees per second. 0 to disable. + uint32_t maxTorqueRateMS = 0; //!< Maximum torque rate of change per millisecond. 0 to disable. - float spdlimitreducerI = 0; - //float acclimitreducerI = 0; - //const uint8_t accelFactor = 10.0; // Conversion factor between internal and external acc limit + float speedLimiterP = AXIS_SPEEDLIMITER_P; //!< Proportional term for the speed limiter. + float speedLimiterI = AXIS_SPEEDLIMITER_I; //!< Integral term for the speed limiter. - void setDegrees(uint16_t degrees); + // Speed limiter PID + float spdlimitreducerI = 0; - uint16_t getPower(); - float getTorqueScaler(); - bool isInverted(); - char axis; + // Axis metrics + axis_metric_t metric; //!< Current and previous physical metrics of the axis. + float _lastSpeed = 0; //!< Instantaneous speed from the last cycle. + // Torque components + int32_t effectTorque = 0; //!< Torque from HID FFB effects. + int32_t axisEffectTorque = 0; //!< Torque from mechanical effects. - // Merge normalized - axis_metric_t metric; - float _lastSpeed = 0; - int32_t effectTorque = 0; - int32_t axisEffectTorque = 0; - uint8_t fx_ratio_i = 204; // Reduce effects to a certain ratio of the total power to have a margin for the endstop. 80% = 204 - uint16_t power = 5000; - float torqueScaler = 0; // power * fx_ratio as a ratio between 0 & 1 - float effect_margin_scaler = 0; - bool invertAxis = true; // By default most motors and encoders count up CCW while gamepads are counting up CW. - uint8_t endstopStrength = 127; // Sets how much extra torque per count above endstop is added. High = stiff endstop. Low = softer - const float endstopGain = 25; // Overall max endstop intensity + // Power and scaling + uint16_t power = 5000; //!< Maximum motor power/torque. + uint8_t fx_ratio_i = 204; //!< Ratio of HID effects vs. endstop effects (0-255). + float effect_margin_scaler = 0; //!< Scaler for HID effects based on effectRatio. + float torqueScaler = 0; //!< Final torque scaler based on power. + // Axis configuration + bool invertAxis = true; //!< Invert axis direction. + uint8_t endstopStrength = 127; //!< Stiffness of the endstop effect. + const float endstopGain = 25; //!< Overall maximum endstop intensity. - uint8_t idlespringstrength = 127; - int16_t idlespringclip = 0; - float idlespringscale = 0; - bool motorWasNotReady = true; + // Idle spring effect + uint8_t idlespringstrength = 127; //!< Strength of the idle spring. + int16_t idlespringclip = 0; //!< Maximum force for the idle spring. + float idlespringscale = 0; //!< Scaler for the idle spring force. + bool motorWasNotReady = true; //!< Flag to detect motor readiness transition. + // Filters // TODO tune these and check if it is really stable and beneficial to the FFB. index 4 placeholder - const std::array filterSpeedCst = { {{ 40, 55 }, { 70, 55 }, { 120, 55 }, {180, 55}} }; - const std::array filterAccelCst = { {{ 40, 30 }, { 55, 30 }, { 70, 30 }, {120, 55}} }; - const biquad_constant_t filterDamperCst = {60, 55}; - const biquad_constant_t filterFrictionCst = {50, 20}; - const biquad_constant_t filterInertiaCst = {20, 20}; - uint8_t filterProfileId = 1; // Default medium (1) as this is the most common encoder resolution and users can go lower or higher if required. - float filter_f = 1000; // 1khz default. should be set at runtime once the actual rate is known - const int32_t intFxClip = 20000; - uint8_t damperIntensity = 30; - - uint8_t frictionIntensity = 0; - uint8_t inertiaIntensity = 0; - + const std::array filterSpeedCst = { {{ 40, 55 }, { 70, 55 }, { 120, 55 }, {180, 55}} }; //!< Speed filter profiles. + const std::array filterAccelCst = { {{ 40, 30 }, { 55, 30 }, { 70, 30 }, {120, 55}} }; //!< Acceleration filter profiles. + const biquad_constant_t filterDamperCst = {60, 55}; //!< Damper filter constants. + const biquad_constant_t filterFrictionCst = {50, 20}; //!< Friction filter constants. + const biquad_constant_t filterInertiaCst = {20, 20}; //!< Inertia filter constants. + uint8_t filterProfileId = 1; //!< Currently selected filter profile ID. + float filter_f = 1000.0; // 1khz + const int32_t intFxClip = 20000; //!< Clipping value for internal effects. + + // Internal effects intensity + uint8_t damperIntensity = 30; //!< Intensity of the internal damper effect. + uint8_t frictionIntensity = 0; //!< Intensity of the internal friction effect. + uint8_t inertiaIntensity = 0; //!< Intensity of the internal inertia effect. + + // Biquad filter instances Biquad speedFilter = Biquad(BiquadType::lowpass, filterSpeedCst[filterProfileId].freq/filter_f, filterSpeedCst[filterProfileId].q/100.0, 0.0); Biquad accelFilter = Biquad(BiquadType::lowpass, filterAccelCst[filterProfileId].freq/filter_f, filterAccelCst[filterProfileId].q/100.0, 0.0); - Biquad damperFilter = Biquad(BiquadType::lowpass, filterDamperCst.freq/filter_f, filterDamperCst.q / 100.0, 0.0); // enable on class constructor - Biquad frictionFilter = Biquad(BiquadType::lowpass, filterFrictionCst.freq/filter_f, filterFrictionCst.q / 100.0, 0.0); // enable on class constructor - Biquad inertiaFilter = Biquad(BiquadType::lowpass, filterInertiaCst.freq/filter_f, filterInertiaCst.q / 100.0, 0.0); // enable on class constructor - - - void setFxRatio(uint8_t val); - void updateTorqueScaler(); - - void setExpo(int val); - - - GearRatio_t gearRatio; - - int expoValInt = 0; // expo v = val*2 => v<0 ? 1/-v : v - float expo = 1; - float expoScaler = 50; // 0.28 to 3.54 - + Biquad damperFilter = Biquad(BiquadType::lowpass, filterDamperCst.freq/filter_f, filterDamperCst.q / 100.0, 0.0); + Biquad frictionFilter = Biquad(BiquadType::lowpass, filterFrictionCst.freq/filter_f, filterFrictionCst.q / 100.0, 0.0); + Biquad inertiaFilter = Biquad(BiquadType::lowpass, filterInertiaCst.freq/filter_f, filterInertiaCst.q / 100.0, 0.0); + + // Post-processing + GearRatio_t gearRatio; //!< Gear ratio between encoder and axis. + int expoValInt = 0; //!< Raw integer value for the expo curve. + float expo = 1; //!< Calculated exponent for the torque curve. + float expoScaler = 50; //!< Scaler for the expo calculation : 0.28 to 3.54 }; #endif /* SRC_AXIS_H_ */ diff --git a/Firmware/FFBoard/Inc/EffectsCalculator.h b/Firmware/FFBoard/Inc/EffectsCalculator.h index feff5f0a0..5e43c9285 100644 --- a/Firmware/FFBoard/Inc/EffectsCalculator.h +++ b/Firmware/FFBoard/Inc/EffectsCalculator.h @@ -8,7 +8,6 @@ #ifndef EFFECTSCALCULATOR_H_ #define EFFECTSCALCULATOR_H_ -//#include "ClassChooser.h" #include "ffb_defs.h" #include "PersistentStorage.h" #include "CommandHandler.h" @@ -27,7 +26,9 @@ class Axis; struct metric_t; -// default effect gains +/** + * @brief Default effect gains. + */ struct effect_gain_t { uint8_t friction = 254; uint8_t spring = 64; @@ -35,24 +36,33 @@ struct effect_gain_t { uint8_t inertia = 127; }; +/** + * @brief Default effect scalers. + */ struct effect_scaler_t { - float friction = 1.0; //0.4 * 40; + float friction = 1.0; float spring = 16.0; - float damper = 4.0; //2 * 40 * 2 - float inertia = 2.0;//0.5 * 40; + float damper = 4.0; + float inertia = 2.0; }; +/** + * @brief Biquad filter constants for different effect types. + */ struct effect_biquad_t { - biquad_constant_t constant = { 500, 70 }; - biquad_constant_t friction = { 50, 20 }; - biquad_constant_t damper = { 30, 40 }; - biquad_constant_t inertia = { 15, 20 }; + biquad_constant_t constant = { 500, 70 }; + biquad_constant_t friction = { 50, 20 }; + biquad_constant_t damper = { 30, 40 }; + biquad_constant_t inertia = { 15, 20 }; }; +/** + * @brief Holds statistics for an effect type. + */ struct effect_stat_t { - std::array current={0}; - std::array max={0}; - uint16_t nb=0; + std::array current={0}; //!< Current force for each axis. + std::array max={0}; //!< Maximum force for each axis. + uint16_t nb=0; //!< Number of samples. }; enum class EffectsCalculator_commands : uint32_t { @@ -62,6 +72,9 @@ enum class EffectsCalculator_commands : uint32_t { monitorEffect, effectsDetails, effectsForces, }; +/** + * @brief This class calculates the final torque for each axis based on the received HID FFB effects. + */ class EffectsCalculator: public PersistentStorage, public CommandHandler, cpp_freertos::Thread { @@ -73,93 +86,215 @@ class EffectsCalculator: public PersistentStorage, const ClassIdentifier getInfo(); const ClassType getClassType() override {return ClassType::Internal;}; - void saveFlash(); - void restoreFlash(); + /** + * @brief Saves effect settings to flash memory. + * @override from PersistentStorage + */ + void saveFlash() override; + /** + * @brief Restores effect settings from flash memory. + * @override from PersistentStorage + */ + void restoreFlash() override; + /** + * @brief Checks if the effects calculator is active. + * @return true if active, false otherwise. + */ bool isActive(); + /** + * @brief Sets the active state of the effects calculator. + * @param active true to activate, false to deactivate. + */ void setActive(bool active); + /** + * @brief Calculates the combined force of all active effects for each axis. + * @param axes A vector of unique pointers to the axis objects. + */ void calculateEffects(std::vector> &axes); + /** + * @brief Sets the filters for a specific effect. + * @param effect A pointer to the FFB_Effect object. + */ virtual void setFilters(FFB_Effect* effect); + /** + * @brief Sets the global gain for all effects. + * @param gain The gain value (0-255). + */ void setGain(uint8_t gain); + /** + * @brief Gets the global gain. + * @return The global gain value. + */ uint8_t getGain(); + /** + * @brief Logs an effect type as active or inactive. + * @param type The effect type ID. + * @param remove true to log as inactive, false as active. + */ void logEffectType(uint8_t type,bool remove = false); - //void setDirectionEnableMask(uint8_t mask); + /** + * @brief Calculates statistics for an effect type. + * @param type The effect type ID. + * @param force The calculated force value. + * @param axis The axis ID. + */ void calcStatsEffectType(uint8_t type, int32_t force,uint8_t axis); + /** + * @brief Logs the state of an effect (active, inactive, etc.). + * @param type The effect type ID. + * @param state The state value. + */ void logEffectState(uint8_t type,uint8_t state); + /** + * @brief Resets the log of active effects. + * @param reinit If true, reinitializes the log. + */ void resetLoggedActiveEffects(bool reinit); + /** + * @brief Finds a free effect slot in the effects array. + * @param type The effect type ID. + * @return The index of the free slot, or -1 if none found. + */ int32_t find_free_effect(uint8_t type); + /** + * @brief Frees an effect slot. + * @param idx The index of the slot to free. + */ void free_effect(uint16_t idx); - CommandStatus command(const ParsedCommand& cmd,std::vector& replies); + /** + * @brief Handles CLI commands for the effects calculator. + * @param cmd The parsed command. + * @param replies A vector of replies to be sent back. + * @return The status of the command execution. + * @override from CommandHandler + */ + CommandStatus command(const ParsedCommand& cmd,std::vector& replies) override; virtual std::string getHelpstring() { return "Controls internal FFB effects"; } static const uint32_t max_effects = MAX_EFFECTS; - std::array effects; // Main effects storage + std::array effects; //!< Main effects storage array. - // Thread impl - void Run(); + /** + * @brief Main thread function for the effects calculator. + */ + void Run() override; - void updateSamplerate(float newSamplerate); // Must be called if update rate is changed to update filters and effects + /** + * @brief Updates the internal sample rate and recalculates filters. + * @param newSamplerate The new sample rate in Hz. + */ + void updateSamplerate(float newSamplerate); protected: private: - //uint8_t directionEnableMask = 0; // Filters - effect_biquad_t filter[2]; // 0 is the default profile and the custom for CFFilter, CUSTOM_PROFILE_ID is the custom slot - uint8_t filterProfileId = 0; - uint32_t calcfrequency = 1000; // HID frequency 1khz - const float qfloatScaler = 0.01; + effect_biquad_t filter[2]; //!< Filter profiles: 0 is default, CUSTOM_PROFILE_ID is custom. + uint8_t filterProfileId = 0; //!< Currently selected filter profile ID. + uint32_t calcfrequency = 1000; //!< Calculation frequency in Hz (default 1kHz). + const float qfloatScaler = 0.01; //!< Scaler for Q factor. - // Rescale factor for conditional effect to boost or decrease the intensity - uint8_t global_gain = 0xff; - effect_gain_t gain; - effect_scaler_t scaler; - uint8_t frictionPctSpeedToRampup = 25; // define the max value of the range (0..5% of maxspeed) where torque is rampup on friction + // Intensity and scaling + uint8_t global_gain = 0xff; //!< Global gain for all effects. + effect_gain_t gain; //!< Individual effect type gains. + effect_scaler_t scaler; //!< Individual effect type scalers. + uint8_t frictionPctSpeedToRampup = 25; //!< Friction ramp-up threshold (percentage of max speed). // FFB status - bool effects_active = false; // If FFB is on - uint32_t effects_used = 0; - std::array effects_stats; // [0..12 effect types] - std::array effects_statslast; // [0..12 effect types] - bool isMonitorEffect = false; + bool effects_active = false; //!< true if FFB is active. + uint32_t effects_used = 0; //!< Mask of currently used effect slots. + std::array effects_stats; //!< Statistics for each effect type (current cycle). + std::array effects_statslast; //!< Statistics from the previous cycle. + bool isMonitorEffect = false; //!< Flag for effect monitoring. + /** + * @brief Calculates the force component for a specific effect on a specific axis. + */ int32_t calcComponentForce(FFB_Effect *effect, int32_t forceVector, std::vector> &axes, uint8_t axis); + /** + * @brief Calculates the force for a non-conditional effect (e.g., Constant Force, Sine). + */ int32_t calcNonConditionEffectForce(FFB_Effect* effect); + /** + * @brief Returns the speed ramp-up factor for friction. + */ float speedRampupPct(); + /** + * @brief Calculates the force for a conditional effect (e.g., Spring, Damper, Friction). + */ int32_t calcConditionEffectForce(FFB_Effect *effect, float metric, uint8_t gain, uint8_t idx, float scale, float angle_ratio); + /** + * @brief Calculates the envelope magnitude for an effect. + */ int32_t getEnvelopeMagnitude(FFB_Effect *effect); + /** + * @brief Lists the currently used effects as a string. + */ std::string listEffectsUsed(bool details = false,uint8_t axis = 0); - //std::string listForceEffects(); + /** + * @brief Checks and updates filter coefficients. + */ void checkFilterCoeff(biquad_constant_t *filter, uint32_t freq,uint8_t q); + /** + * @brief Updates filter settings for a specific effect type. + */ void updateFilterSettingsForEffects(uint8_t type_effect); }; /** - * Helper interface class for common effects calculator related control functions + * @brief Helper interface class for common effects calculator related control functions. */ class EffectsControlItf{ public: - virtual void set_FFB(bool state) = 0; // Enables or disables FFB + /** + * @brief Enables or disables FFB globally. + */ + virtual void set_FFB(bool state) = 0; virtual void stop_FFB(){set_FFB(false);}; virtual void start_FFB(){set_FFB(true);}; + /** + * @brief Resets all FFB effects. + */ virtual void reset_ffb() = 0; - virtual uint32_t getConstantForceRate(); // Returns an estimate of the constant force effect update rate in hz - virtual uint32_t getRate(); // Returns an estimate of the overall effect update speed in hz + /** + * @brief Returns the estimated constant force update rate in Hz. + */ + virtual uint32_t getConstantForceRate(); + /** + * @brief Returns the estimated overall effect update speed in Hz. + */ + virtual uint32_t getRate(); + /** + * @brief Checks if FFB is active. + */ virtual bool getFfbActive() = 0; + /** + * @brief Sets the global FFB gain. + */ virtual void set_gain(uint8_t gain) = 0; + /** + * @brief Event handler for constant force updates. + */ virtual void cfUpdateEvent(); + /** + * @brief Event handler for effect updates. + */ virtual void fxUpdateEvent(); - virtual void updateSamplerate(float newSamplerate) = 0; // Should be called when update loop rate is changed + /** + * @brief Updates the sample rate for filters and effects. + */ + virtual void updateSamplerate(float newSamplerate) = 0; private: - FastMovingAverage fxPeriodAvg{5}; - FastMovingAverage cfUpdatePeriodAvg{5}; + FastMovingAverage fxPeriodAvg{5}; //!< Average period between effect updates. + FastMovingAverage cfUpdatePeriodAvg{5}; //!< Average period between constant force updates. - uint32_t lastFxUpdate = 0; - uint32_t lastCfUpdate = 0; + uint32_t lastFxUpdate = 0; //!< Time of last effect update. + uint32_t lastCfUpdate = 0; //!< Time of last constant force update. }; #endif /* EFFECTSCALCULATOR_H_ */ diff --git a/Firmware/FFBoard/Inc/HidFFB.h b/Firmware/FFBoard/Inc/HidFFB.h index 7dae12394..3e776958e 100644 --- a/Firmware/FFBoard/Inc/HidFFB.h +++ b/Firmware/FFBoard/Inc/HidFFB.h @@ -20,54 +20,139 @@ #define Z_AXIS_ENABLE 4 #define DIRECTION_ENABLE(AXES) (1 << AXES) +/** + * @brief This class handles HID FFB reports from the USB host. + * It decodes the reports and updates the effects in the EffectsCalculator. + */ class HidFFB: public UsbHidHandler, public EffectsControlItf { public: + /** + * @brief Construct a new HidFFB object. + * @param ec Shared pointer to the EffectsCalculator. + * @param axisCount Number of FFB axes. + */ HidFFB(std::shared_ptr ec,uint8_t axisCount); virtual ~HidFFB(); + /** + * @brief Handles HID OUT reports. + * @override from UsbHidHandler + */ void hidOut(uint8_t report_id, hid_report_type_t report_type,const uint8_t* buffer, uint16_t bufsize) override; + /** + * @brief Handles HID GET reports. + * @override from UsbHidHandler + */ uint16_t hidGet(uint8_t report_id, hid_report_type_t report_type,uint8_t* buffer, uint16_t reqlen) override; - bool getFfbActive(); + /** + * @brief Checks if FFB is active. + * @return true if active, false otherwise. + */ + bool getFfbActive() override; + /** + * @brief Sends a HID report. + */ static bool HID_SendReport(uint8_t *report,uint16_t len); - void reset_ffb(); - void start_FFB(); - void stop_FFB(); - void set_FFB(bool state); - void set_gain(uint8_t gain); + /** + * @brief Resets all FFB effects. + */ + void reset_ffb() override; + /** + * @brief Starts FFB. + */ + void start_FFB() override; + /** + * @brief Stops FFB. + */ + void stop_FFB() override; + /** + * @brief Enables or disables FFB. + * @param state true to enable, false to disable. + */ + void set_FFB(bool state) override; + /** + * @brief Sets the global FFB gain. + * @param gain The gain value (0-255). + */ + void set_gain(uint8_t gain) override; + /** + * @brief Sends a status report for a specific effect. + */ void sendStatusReport(uint8_t effect); + /** + * @brief Sets the direction enable mask. + */ void setDirectionEnableMask(uint8_t mask); - void updateSamplerate(float newSamplerate); + /** + * @brief Updates the internal sample rate. + * @param newSamplerate The new sample rate in Hz. + */ + void updateSamplerate(float newSamplerate) override; private: // HID std::shared_ptr effects_calc; - std::array& effects; // Must be passed in constructor + std::array& effects; //!< Reference to the effects array in EffectsCalculator. + + /** + * @brief Handles the creation of a new effect. + */ void new_effect(FFB_CreateNewEffect_Feature_Data_t* effect); + /** + * @brief Handles freeing an effect slot. + */ void free_effect(uint16_t id); + /** + * @brief Decodes the FFB control command. + */ void ffb_control(uint8_t cmd); + /** + * @brief Decodes the set effect report. + */ void set_effect(FFB_SetEffect_t* effect); + /** + * @brief Decodes the set condition report. + */ void set_condition(FFB_SetCondition_Data_t* cond); + /** + * @brief Decodes the set envelope report. + */ void set_envelope(FFB_SetEnvelope_Data_t* report); + /** + * @brief Decodes the set ramp report. + */ void set_ramp(FFB_SetRamp_Data_t* report); + /** + * @brief Decodes the set constant force report. + */ void set_constant_effect(FFB_SetConstantForce_Data_t* effect); + /** + * @brief Decodes the set periodic report. + */ void set_periodic(FFB_SetPeriodic_Data_t* report); + /** + * @brief Decodes the effect operation report (start/stop/pause). + */ void set_effect_operation(FFB_EffOp_Data_t* report); + /** + * @brief Updates the filters for an effect. + */ void set_filters(FFB_Effect* effect); - uint8_t directionEnableMask; // Has to be adjusted if bit is not last bit after axis enable bits - uint16_t used_effects = 0; - bool ffb_active = false; - FFB_BlockLoad_Feature_Data_t blockLoad_report; - FFB_PIDPool_Feature_Data_t pool_report; + uint8_t directionEnableMask; //!< Mask for enabled directions. + uint16_t used_effects = 0; //!< Number of currently used effect slots. + bool ffb_active = false; //!< true if FFB is active. + FFB_BlockLoad_Feature_Data_t blockLoad_report; //!< HID Feature report: Block Load. + FFB_PIDPool_Feature_Data_t pool_report; //!< HID Feature report: PID Pool. - reportFFB_status_t reportFFBStatus; + reportFFB_status_t reportFFBStatus; //!< Holds the current FFB status. - uint8_t axisCount; + uint8_t axisCount; //!< Number of FFB axes. }; #endif /* HIDFFB_H_ */ diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index 41f487b28..54b2b83a0 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -86,30 +86,30 @@ const std::vector> Axis::axis2_drivers = /** * Axis class manages motor drivers and passes effect torque to the motor drivers */ -Axis::Axis(char axis,volatile Control_t* control) :CommandHandler("axis", CLSID_AXIS), drv_chooser(MotorDriver::all_drivers),enc_chooser{Encoder::all_encoders} +Axis::Axis(char axis,volatile Control_t* control) :CommandHandler("axis", CLSID_AXIS), driverChooser(MotorDriver::all_drivers),encoderChooser{Encoder::all_encoders} { this->axis = axis; this->control = control; if (axis == 'X') { - drv_chooser = ClassChooser(axis1_drivers); + driverChooser = ClassChooser(axis1_drivers); setInstance(0); - this->flashAddrs = AxisFlashAddrs({ADR_AXIS1_CONFIG, ADR_AXIS1_MAX_SPEED, ADR_AXIS1_MAX_ACCEL, + this->flashAddresses = AxisFlashAddresses({ADR_AXIS1_CONFIG, ADR_AXIS1_MAX_SPEED, ADR_AXIS1_MAX_ACCEL, ADR_AXIS1_ENDSTOP, ADR_AXIS1_POWER, ADR_AXIS1_DEGREES,ADR_AXIS1_EFFECTS1,ADR_AXIS1_EFFECTS2,ADR_AXIS1_ENC_RATIO, ADR_AXIS1_SPEEDACCEL_FILTER,ADR_AXIS1_POSTPROCESS1}); } else if (axis == 'Y') { - drv_chooser = ClassChooser(axis2_drivers); + driverChooser = ClassChooser(axis2_drivers); setInstance(1); - this->flashAddrs = AxisFlashAddrs({ADR_AXIS2_CONFIG, ADR_AXIS2_MAX_SPEED, ADR_AXIS2_MAX_ACCEL, + this->flashAddresses = AxisFlashAddresses({ADR_AXIS2_CONFIG, ADR_AXIS2_MAX_SPEED, ADR_AXIS2_MAX_ACCEL, ADR_AXIS2_ENDSTOP, ADR_AXIS2_POWER, ADR_AXIS2_DEGREES,ADR_AXIS2_EFFECTS1,ADR_AXIS2_EFFECTS2, ADR_AXIS2_ENC_RATIO, ADR_AXIS2_SPEEDACCEL_FILTER,ADR_AXIS2_POSTPROCESS1}); } else if (axis == 'Z') { setInstance(2); - this->flashAddrs = AxisFlashAddrs({ADR_AXIS3_CONFIG, ADR_AXIS3_MAX_SPEED, ADR_AXIS3_MAX_ACCEL, + this->flashAddresses = AxisFlashAddresses({ADR_AXIS3_CONFIG, ADR_AXIS3_MAX_SPEED, ADR_AXIS3_MAX_ACCEL, ADR_AXIS3_ENDSTOP, ADR_AXIS3_POWER, ADR_AXIS3_DEGREES,ADR_AXIS3_EFFECTS1,ADR_AXIS3_EFFECTS2,ADR_AXIS3_ENC_RATIO, ADR_AXIS3_SPEEDACCEL_FILTER,ADR_AXIS3_POSTPROCESS1}); } @@ -166,10 +166,10 @@ void Axis::registerCommands(){ * Read parameters from flash and restore settings */ void Axis::restoreFlash(){ - //NormalizedAxis::restoreFlash(); + // TODO: This seems to be a remnant of a previous architecture (NormalizedAxis). Confirm and remove. // read all constants uint16_t value; - if (Flash_Read(flashAddrs.config, &value)){ + if (Flash_Read(flashAddresses.config, &value)){ this->conf = Axis::decodeConfFromInt(value); }else{ pulseErrLed(); @@ -178,31 +178,31 @@ void Axis::restoreFlash(){ setDrvType(this->conf.drvtype); setEncType(this->conf.enctype); - if (Flash_Read(flashAddrs.maxSpeed, &value)){ + if (Flash_Read(flashAddresses.maxSpeed, &value)){ this->maxSpeedDegS = value; }else{ pulseErrLed(); } -// -// if (Flash_Read(flashAddrs.maxAccel, &value)){ -// this->maxTorqueRateMS = value; -// }else{ -// pulseErrLed(); -// } + + if (Flash_Read(flashAddresses.maxAccel, &value)){ + this->maxTorqueRateMS = value; + }else{ + pulseErrLed(); + } uint16_t esval, power; - if(Flash_Read(flashAddrs.endstop, &esval)) { + if(Flash_Read(flashAddresses.endstop, &esval)) { fx_ratio_i = esval & 0xff; endstopStrength = (esval >> 8) & 0xff; } - if(Flash_Read(flashAddrs.power, &power)){ + if(Flash_Read(flashAddresses.power, &power)){ setPower(power); } uint16_t deg_t; - if(Flash_Read(flashAddrs.degrees, °_t)){ + if(Flash_Read(flashAddresses.degrees, °_t)){ this->degreesOfRotation = deg_t & 0x7fff; this->invertAxis = (deg_t >> 15) & 0x1; setDegrees(degreesOfRotation); @@ -210,25 +210,25 @@ void Axis::restoreFlash(){ uint16_t effects; - if(Flash_Read(flashAddrs.effects1, &effects)){ + if(Flash_Read(flashAddresses.effects1, &effects)){ setIdleSpringStrength(effects & 0xff); setFxStrengthAndFilter((effects >> 8) & 0xff,damperIntensity,damperFilter); }else{ setIdleSpringStrength(idlespringstrength); // Use default } - if(Flash_Read(flashAddrs.effects2, &effects)){ + if(Flash_Read(flashAddresses.effects2, &effects)){ setFxStrengthAndFilter(effects & 0xff,frictionIntensity,frictionFilter); setFxStrengthAndFilter((effects >> 8) & 0xff,inertiaIntensity,inertiaFilter); } uint16_t ratio; - if(Flash_Read(flashAddrs.encoderRatio, &ratio)){ + if(Flash_Read(flashAddresses.encoderRatio, &ratio)){ setGearRatio(ratio & 0xff, (ratio >> 8) & 0xff); } uint16_t filterStorage; - if (Flash_Read(flashAddrs.speedAccelFilter, &filterStorage)) + if (Flash_Read(flashAddresses.speedAccelFilter, &filterStorage)) { uint8_t profile = filterStorage & 0xFF; this->filterProfileId = profile; @@ -239,31 +239,31 @@ void Axis::restoreFlash(){ } uint16_t pp1; - if(Flash_Read(flashAddrs.postprocess1, &pp1)){ + if(Flash_Read(flashAddresses.postprocess1, &pp1)){ setExpo((int8_t)(pp1 & 0xff)); } } // Saves parameters to flash. void Axis::saveFlash(){ - //NormalizedAxis::saveFlash(); - Flash_Write(flashAddrs.config, Axis::encodeConfToInt(this->conf)); - Flash_Write(flashAddrs.maxSpeed, this->maxSpeedDegS); -// Flash_Write(flashAddrs.maxAccel, (uint16_t)(this->maxTorqueRateMS)); - - Flash_Write(flashAddrs.endstop, fx_ratio_i | (endstopStrength << 8)); - Flash_Write(flashAddrs.power, power); - Flash_Write(flashAddrs.degrees, (degreesOfRotation & 0x7fff) | (invertAxis << 15)); - Flash_Write(flashAddrs.effects1, idlespringstrength | (damperIntensity << 8)); - Flash_Write(flashAddrs.effects2, frictionIntensity | (inertiaIntensity << 8)); - Flash_Write(flashAddrs.encoderRatio, gearRatio.numerator | (gearRatio.denominator << 8)); + // TODO: This seems to be a remnant of a previous architecture (NormalizedAxis). Confirm and remove. + Flash_Write(flashAddresses.config, Axis::encodeConfToInt(this->conf)); + Flash_Write(flashAddresses.maxSpeed, this->maxSpeedDegS); + Flash_Write(flashAddresses.maxAccel, (uint16_t)(this->maxTorqueRateMS)); + + Flash_Write(flashAddresses.endstop, fx_ratio_i | (endstopStrength << 8)); + Flash_Write(flashAddresses.power, power); + Flash_Write(flashAddresses.degrees, (degreesOfRotation & 0x7fff) | (invertAxis << 15)); + Flash_Write(flashAddresses.effects1, idlespringstrength | (damperIntensity << 8)); + Flash_Write(flashAddresses.effects2, frictionIntensity | (inertiaIntensity << 8)); + Flash_Write(flashAddresses.encoderRatio, gearRatio.numerator | (gearRatio.denominator << 8)); // save CF biquad uint16_t filterStorage = (uint16_t)this->filterProfileId & 0xFF; - Flash_Write(flashAddrs.speedAccelFilter, filterStorage); + Flash_Write(flashAddresses.speedAccelFilter, filterStorage); // Postprocessing - Flash_Write(flashAddrs.postprocess1, expoValInt & 0xff); + Flash_Write(flashAddresses.postprocess1, expoValInt & 0xff); } @@ -375,16 +375,6 @@ void Axis::setPower(uint16_t power) { this->power = power; updateTorqueScaler(); -#ifdef TMC4671DRIVER - // Update hardware limits for TMC for safety - TMC4671 *drv = dynamic_cast(this->drv.get()); - if (drv != nullptr) - { - //tmclimits.pid_uq_ud = power; - //tmclimits.pid_torque_flux = power; - drv->setTorqueLimit(power); - } -#endif } @@ -393,12 +383,13 @@ void Axis::setPower(uint16_t power) */ void Axis::setDrvType(uint8_t drvtype) { - if (!drv_chooser.isValidClassId(drvtype)) + if (!driverChooser.isValidClassId(drvtype)) { return; } cpp_freertos::CriticalSection::Enter(); - this->drv.reset(drv_chooser.Create((uint16_t)drvtype)); + MotorDriver* drv = driverChooser.Create((uint16_t)drvtype); + this->drv.reset(drv); if (drv == nullptr) { cpp_freertos::CriticalSection::Exit(); @@ -410,12 +401,7 @@ void Axis::setDrvType(uint8_t drvtype) if(!this->drv->hasIntegratedEncoder()){ this->drv->setEncoder(this->enc); } -#ifdef TMC4671DRIVER - if (dynamic_cast(drv.get())) - { - setupTMC4671(); - } -#endif + if (!tud_connected()) { control->usb_disabled = false; @@ -428,25 +414,6 @@ void Axis::setDrvType(uint8_t drvtype) cpp_freertos::CriticalSection::Exit(); } -#ifdef TMC4671DRIVER -// Special tmc setup methods -void Axis::setupTMC4671() -{ - TMC4671 *drv = static_cast(this->drv.get()); -// drv->setAxis(axis); - drv->setExternalEncoderAllowed(true); - drv->restoreFlash(); - tmclimits.pid_torque_flux = getPower(); - drv->setLimits(tmclimits); - //drv->setBiquadTorque(TMC4671Biquad(tmcbq_500hz_07q_25k)); - - - // Enable driver - - drv->setMotionMode(MotionMode::torque); - drv->Start(); // Start thread -} -#endif /** @@ -454,11 +421,11 @@ void Axis::setupTMC4671() */ void Axis::setEncType(uint8_t enctype) { - if (enc_chooser.isValidClassId(enctype) && !drv->hasIntegratedEncoder()) + if (encoderChooser.isValidClassId(enctype) && !drv->hasIntegratedEncoder()) { this->conf.enctype = (enctype); - this->enc = std::shared_ptr(enc_chooser.Create(enctype)); // Make new encoder + this->enc = std::shared_ptr(encoderChooser.Create(enctype)); // Make new encoder if(drv && !drv->hasIntegratedEncoder()) this->drv->setEncoder(this->enc); }else{ @@ -747,11 +714,6 @@ bool Axis::updateTorque(int32_t* totalTorque) { float speedreducer = (float)((metric.current.speed*torqueSign) - (float)maxSpeedDegS) * ((float)0x7FFF / maxSpeedDegS); spdlimitreducerI = clip( spdlimitreducerI + ((speedreducer * speedLimiterI) * torqueScaler),0,power); - // Accel limit. Not really useful. Maybe replace with torque slew rate limit? -// float accreducer = (float)((metric.current.accel*torqueSign) - (float)maxAccelDegSS) * getAccelScalerNormalized(); -// acclimitreducerI = clip( acclimitreducerI + ((accreducer * 0.02) * torqueScaler),0,power); - - // Only reduce torque. Don't invert it to prevent oscillation float torqueReduction = speedreducer * speedLimiterP + spdlimitreducerI;// accreducer * 0.025 + acclimitreducerI if(torque > 0){ @@ -764,9 +726,9 @@ bool Axis::updateTorque(int32_t* totalTorque) { } // Torque slew rate limiter if(maxTorqueRateMS > 0){ - torque = clip(torque, metric.previous.torque - maxTorqueRateMS,metric.previous.torque + maxTorqueRateMS); + torque = clip(torque, metric.previous.torque - (int32_t)maxTorqueRateMS,metric.previous.torque + (int32_t)maxTorqueRateMS); } -// if(torque - metric.previous.torque) + if(outOfBounds){ torque = 0; } @@ -864,14 +826,6 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& case Axis_commands::degrees: handleGetSetFunc(cmd, replies, degreesOfRotation, &Axis::setDegrees,this); -// if (cmd.type == CMDtype::get) -// { -// replies.emplace_back(degreesOfRotation); -// } -// else if (cmd.type == CMDtype::set) -// { -// setDegrees(cmd.val); -// } break; case Axis_commands::esgain: @@ -940,7 +894,7 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& case Axis_commands::enctype: if(cmd.type == CMDtype::info){ - enc_chooser.replyAvailableClasses(replies,this->getEncType()); + encoderChooser.replyAvailableClasses(replies,this->getEncType()); }else if(cmd.type == CMDtype::get){ replies.emplace_back(this->getEncType()); }else if(cmd.type == CMDtype::set){ @@ -950,7 +904,7 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& case Axis_commands::drvtype: if(cmd.type == CMDtype::info){ - drv_chooser.replyAvailableClasses(replies,this->getDrvType()); + driverChooser.replyAvailableClasses(replies,this->getDrvType()); }else if(cmd.type == CMDtype::get){ replies.emplace_back(this->getDrvType()); }else if(cmd.type == CMDtype::set){ @@ -1043,13 +997,6 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& if(this->getEncoder() != nullptr){ cpr = this->getEncoder()->getCpr(); } -//#ifdef TMC4671DRIVER // CPR should be consistent with position. Maybe change TMC to prescale to encoder count or correct readout in UI -// TMC4671 *tmcdrv = dynamic_cast(this->drv.get()); // Special case for TMC. Get the actual encoder resolution -// if (tmcdrv && tmcdrv->hasIntegratedEncoder()) -// { -// cpr = tmcdrv->getEncCpr(); -// } -//#endif replies.emplace_back(cpr); }else{ return CommandStatus::ERR; diff --git a/Firmware/FFBoard/Src/EffectsCalculator.cpp b/Firmware/FFBoard/Src/EffectsCalculator.cpp index 5684fd975..1fe388673 100644 --- a/Firmware/FFBoard/Src/EffectsCalculator.cpp +++ b/Firmware/FFBoard/Src/EffectsCalculator.cpp @@ -104,11 +104,13 @@ An inertia condition uses axis acceleration as the metric. void EffectsCalculator::calculateEffects(std::vector> &axes) { for (auto &axis : axes) { - axis->setEffectTorque(0); axis->calculateAxisEffects(isActive()); } if(!isActive()){ + for (auto &axis : axes) { + axis->setEffectTorque(0); + } return; } @@ -159,8 +161,8 @@ void EffectsCalculator::calculateEffects(std::vector> &axe // Apply summed force to axes for(uint8_t i=0 ; i < axisCount ; i++) { - int32_t force = clip(forces[i], -0x7fff, 0x7fff); // Clip - axes[i]->setEffectTorque(force); + forces[i] = clip(forces[i], -0x7fff, 0x7fff); // Clip at effects summ + axes[i]->setEffectTorque(forces[i]); } effects_statslast = effects_stats; @@ -715,7 +717,7 @@ std::string EffectsCalculator::listEffectsUsed(bool details,uint8_t axis){ } else { bool firstItem = true; - for (int i=0;i < 12; i++) { + for (int i=0; i< 12; i++) { if (!firstItem) effects_list += ", "; effects_list += "{\"max\":" + std::to_string(effects_stats[i].max[axis]); effects_list += ", \"curr\":" + std::to_string(effects_stats[i].current[axis]); From 432ee1da2927aec54cab01c1d436544de461dc8c Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Sat, 25 Apr 2026 10:39:57 +0200 Subject: [PATCH 59/87] feat: add torque slew rate limiter and driver calibration --- Firmware/FFBoard/Inc/Axis.h | 16 ++++++- Firmware/FFBoard/Inc/MotorDriver.h | 69 +++++++++++++++++++++++--- Firmware/FFBoard/Src/Axis.cpp | 72 ++++++++++++++++++++++++---- Firmware/FFBoard/Src/MotorDriver.cpp | 6 +++ Firmware/scripts/memory_map.csv | 11 ++--- 5 files changed, 150 insertions(+), 24 deletions(-) diff --git a/Firmware/FFBoard/Inc/Axis.h b/Firmware/FFBoard/Inc/Axis.h index 32b8bb8af..958c4bae1 100644 --- a/Firmware/FFBoard/Inc/Axis.h +++ b/Firmware/FFBoard/Inc/Axis.h @@ -54,6 +54,7 @@ struct AxisFlashAddresses uint16_t config = ADR_AXIS1_CONFIG; uint16_t maxSpeed = ADR_AXIS1_MAX_SPEED; uint16_t maxAccel = ADR_AXIS1_MAX_ACCEL; + uint16_t maxSlewRateDrv = ADR_AXIS1_MAX_SLEWRATE_DRV; uint16_t endstop = ADR_AXIS1_ENDSTOP; uint16_t power = ADR_AXIS1_POWER; @@ -109,7 +110,9 @@ enum class Axis_commands : uint32_t{ pos,curtorque,curpos,curspd,curaccel, fxratio,reductionScaler, filterSpeed, filterAccel, filterProfileId,cpr,axisfriction,axisinertia, - maxspeed, maxtorquerate, + maxspeed,slewrate, + calibrate_maxSlewRateDrv, + maxSlewRateDrv, expo,exposcale }; @@ -400,6 +403,12 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle int32_t calculateExpoTorque(int32_t torque); + /** + * @brief Applies the torque slew rate limiter to the torque. + * @param torque A reference to the torque value to be modified. + */ + void applyTorqueSlewRateLimiter(int64_t& torque); + /** * @brief Decodes the axis configuration from a 16-bit integer stored in flash. * @param val The 16-bit encoded configuration value. @@ -433,6 +442,7 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle uint16_t nextDegreesOfRotation = degreesOfRotation; //!< Target degrees of rotation. // Limiters + uint16_t maxSlewRate_Driver = MAX_SLEW_RATE; //!< Maximum slew rate as measured by the driver (in units/ms). uint16_t maxSpeedDegS = 0; //!< Maximum speed in degrees per second. 0 to disable. uint32_t maxTorqueRateMS = 0; //!< Maximum torque rate of change per millisecond. 0 to disable. @@ -467,6 +477,10 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle float idlespringscale = 0; //!< Scaler for the idle spring force. bool motorWasNotReady = true; //!< Flag to detect motor readiness transition. + // Slew rate calibration tracking: true when Axis requested a calibration and + // is waiting for the driver to finish measuring the max slew rate. + bool awaitingSlewCalibration = false; + // Filters // TODO tune these and check if it is really stable and beneficial to the FFB. index 4 placeholder const std::array filterSpeedCst = { {{ 40, 55 }, { 70, 55 }, { 120, 55 }, {180, 55}} }; //!< Speed filter profiles. diff --git a/Firmware/FFBoard/Inc/MotorDriver.h b/Firmware/FFBoard/Inc/MotorDriver.h index 0446ac3ba..0141f7ec1 100644 --- a/Firmware/FFBoard/Inc/MotorDriver.h +++ b/Firmware/FFBoard/Inc/MotorDriver.h @@ -14,7 +14,14 @@ #include "Encoder.h" #include "memory" +#define MAX_SLEW_RATE 65535 + class Encoder; + +/** + * @brief Base class for all motor drivers. + * This class defines the interface for controlling a motor and optionally its integrated encoder. + */ class MotorDriver : public ChoosableClass{ public: MotorDriver(){}; @@ -25,25 +32,75 @@ class MotorDriver : public ChoosableClass{ const ClassType getClassType() override {return ClassType::Motordriver;}; static const std::vector> all_drivers; + /** + * @brief Sends a torque command to the motor. + * @param power The torque value (signed 16-bit). + */ virtual void turn(int16_t power); + /** + * @brief Stops the motor (torque = 0). + */ virtual void stopMotor(); + /** + * @brief Starts the motor driver. + */ virtual void startMotor(); + /** + * @brief Triggers an emergency stop. + * @param reset If true, resets the driver after stopping. + */ virtual void emergencyStop(bool reset = false); - virtual bool motorReady(); // Returns true if the driver is active and ready to receive commands + /** + * @brief Checks if the driver is ready to receive torque commands. + * @return true if ready, false otherwise. + */ + virtual bool motorReady(); - virtual Encoder* getEncoder(); // Encoder is managed by the motor driver. Must always return an encoder + /** + * @brief Gets the encoder managed by this driver. + * @return A pointer to the encoder instance. + */ + virtual Encoder* getEncoder(); /** - * Can pass an external encoder if driver has no integrated encoder - * This allows a driver to get an external encoder assigned if it requires one and has the capability of using external encoders + * @brief Sets an external encoder for drivers that don't have an integrated one. + * @param encoder A shared pointer to the external encoder. */ virtual void setEncoder(std::shared_ptr& encoder){drvEncoder = encoder;} - virtual bool hasIntegratedEncoder(); // Returns true if the driver has an integrated encoder. If false the axis will pass one to the driver + + /** + * @brief Checks if the driver has an integrated encoder. + * @return true if integrated, false if external. + */ + virtual bool hasIntegratedEncoder(); + + /** + * @brief Gets the hardware measured maximum slew rate of the driver. + * @return The maximum slew rate in units/ms. + */ + virtual uint32_t getDrvSlewRate() { return MAX_SLEW_RATE; } + + /** + * @brief Starts a calibration procedure to measure the driver's max slew rate. + * @return true if calibration started successfully. + */ + virtual bool startSlewRateCalibration() { return false; } + + /** + * @brief Performs initial setup and configuration of the driver. + */ + virtual void setupDriver() {} + + /** + * @brief Sets the maximum power/current limit for the driver. + * @param power The power limit value. + */ + virtual void setPowerLimit(uint16_t power) {} protected: - std::shared_ptr drvEncoder = std::make_shared(); // Dummy encoder + std::shared_ptr drvEncoder = std::make_shared(); //!< Pointer to the encoder (integrated or external). }; diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index 54b2b83a0..b22ae92e8 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -94,7 +94,7 @@ Axis::Axis(char axis,volatile Control_t* control) :CommandHandler("axis", CLSID_ { driverChooser = ClassChooser(axis1_drivers); setInstance(0); - this->flashAddresses = AxisFlashAddresses({ADR_AXIS1_CONFIG, ADR_AXIS1_MAX_SPEED, ADR_AXIS1_MAX_ACCEL, + this->flashAddresses = AxisFlashAddresses({ADR_AXIS1_CONFIG, ADR_AXIS1_MAX_SPEED, ADR_AXIS1_MAX_ACCEL, ADR_AXIS1_MAX_SLEWRATE_DRV, ADR_AXIS1_ENDSTOP, ADR_AXIS1_POWER, ADR_AXIS1_DEGREES,ADR_AXIS1_EFFECTS1,ADR_AXIS1_EFFECTS2,ADR_AXIS1_ENC_RATIO, ADR_AXIS1_SPEEDACCEL_FILTER,ADR_AXIS1_POSTPROCESS1}); } @@ -102,14 +102,14 @@ Axis::Axis(char axis,volatile Control_t* control) :CommandHandler("axis", CLSID_ { driverChooser = ClassChooser(axis2_drivers); setInstance(1); - this->flashAddresses = AxisFlashAddresses({ADR_AXIS2_CONFIG, ADR_AXIS2_MAX_SPEED, ADR_AXIS2_MAX_ACCEL, + this->flashAddresses = AxisFlashAddresses({ADR_AXIS2_CONFIG, ADR_AXIS2_MAX_SPEED, ADR_AXIS2_MAX_ACCEL, ADR_AXIS2_MAX_SLEWRATE_DRV, ADR_AXIS2_ENDSTOP, ADR_AXIS2_POWER, ADR_AXIS2_DEGREES,ADR_AXIS2_EFFECTS1,ADR_AXIS2_EFFECTS2, ADR_AXIS2_ENC_RATIO, ADR_AXIS2_SPEEDACCEL_FILTER,ADR_AXIS2_POSTPROCESS1}); } else if (axis == 'Z') { setInstance(2); - this->flashAddresses = AxisFlashAddresses({ADR_AXIS3_CONFIG, ADR_AXIS3_MAX_SPEED, ADR_AXIS3_MAX_ACCEL, + this->flashAddresses = AxisFlashAddresses({ADR_AXIS3_CONFIG, ADR_AXIS3_MAX_SPEED, ADR_AXIS3_MAX_ACCEL, ADR_AXIS3_MAX_SLEWRATE_DRV, ADR_AXIS3_ENDSTOP, ADR_AXIS3_POWER, ADR_AXIS3_DEGREES,ADR_AXIS3_EFFECTS1,ADR_AXIS3_EFFECTS2,ADR_AXIS3_ENC_RATIO, ADR_AXIS3_SPEEDACCEL_FILTER,ADR_AXIS3_POSTPROCESS1}); } @@ -145,7 +145,7 @@ void Axis::registerCommands(){ registerCommand("drvtype", Axis_commands::drvtype, "Motor driver type get/set/list",CMDFLAG_GET | CMDFLAG_SET | CMDFLAG_INFOSTRING); registerCommand("pos", Axis_commands::pos, "Encoder position",CMDFLAG_GET); registerCommand("maxspeed", Axis_commands::maxspeed, "Speed limit in deg/s",CMDFLAG_GET | CMDFLAG_SET); - registerCommand("maxtorquerate", Axis_commands::maxtorquerate, "Torque rate limit in counts/ms",CMDFLAG_GET | CMDFLAG_SET); + registerCommand("slewrate", Axis_commands::slewrate, "Torque rate limit in counts/ms",CMDFLAG_GET | CMDFLAG_SET); registerCommand("fxratio", Axis_commands::fxratio, "Effect ratio. Reduces game effects excluding endstop. 255=100%",CMDFLAG_GET | CMDFLAG_SET); registerCommand("curtorque", Axis_commands::curtorque, "Axis torque",CMDFLAG_GET); registerCommand("curpos", Axis_commands::curpos, "Axis position",CMDFLAG_GET); @@ -190,6 +190,13 @@ void Axis::restoreFlash(){ pulseErrLed(); } + // save the max torque for the slew rate + if (Flash_Read(flashAddresses.maxSlewRateDrv, &value)){ + this->maxSlewRate_Driver = value; + }else{ + pulseErrLed(); + } + uint16_t esval, power; if(Flash_Read(flashAddresses.endstop, &esval)) { @@ -250,6 +257,7 @@ void Axis::saveFlash(){ Flash_Write(flashAddresses.config, Axis::encodeConfToInt(this->conf)); Flash_Write(flashAddresses.maxSpeed, this->maxSpeedDegS); Flash_Write(flashAddresses.maxAccel, (uint16_t)(this->maxTorqueRateMS)); + Flash_Write(flashAddresses.maxSlewRateDrv, (uint16_t)(this->maxSlewRate_Driver)); Flash_Write(flashAddresses.endstop, fx_ratio_i | (endstopStrength << 8)); Flash_Write(flashAddresses.power, power); @@ -396,6 +404,7 @@ void Axis::setDrvType(uint8_t drvtype) return; } this->conf.drvtype = drvtype; + this->maxTorqueRateMS = drv->getDrvSlewRate(); // Pass encoder to driver again if(!this->drv->hasIntegratedEncoder()){ @@ -725,9 +734,7 @@ bool Axis::updateTorque(int32_t* totalTorque) { torque -= torqueReduction; } // Torque slew rate limiter - if(maxTorqueRateMS > 0){ - torque = clip(torque, metric.previous.torque - (int32_t)maxTorqueRateMS,metric.previous.torque + (int32_t)maxTorqueRateMS); - } + applyTorqueSlewRateLimiter(*(int64_t*)&torque); // Temporary cast for logic implementation if(outOfBounds){ torque = 0; @@ -754,6 +761,22 @@ bool Axis::updateTorque(int32_t* totalTorque) { return (torqueChanged); } +void Axis::applyTorqueSlewRateLimiter(int64_t& torque) +{ + // Limits the rate of change of the torque (slew rate), to smooths out sudden changes in torque. + // Essential for a natural feel and to prevent "clanking" noises. + if(maxTorqueRateMS == 0) { + return; // Limiter is disabled + } + + // This prevents sudden torque jumps, resulting in a smoother feel. + const int64_t previousTorque = metric.previous.torque; + const int64_t maxTorqueChange = maxTorqueRateMS; + + // The torque is clipped to be within the range of [previous torque - limit, previous torque + limit]. + torque = clip(torque, previousTorque - maxTorqueChange, previousTorque + maxTorqueChange); +} + void Axis::updateSamplerate(float newSamplerate){ this->filter_f = newSamplerate; this->updateFilters(this->filterProfileId); // Recalculate filters @@ -932,8 +955,39 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& handleGetSet(cmd, replies, this->maxSpeedDegS); break; - case Axis_commands::maxtorquerate: - handleGetSet(cmd, replies, this->maxTorqueRateMS); + case Axis_commands::slewrate: + { + if(cmd.type == CMDtype::get){ + // If driver has a more restrictive calibrated value, update the axis limit + if(maxSlewRate_Driver < this->maxTorqueRateMS) { + this->maxTorqueRateMS = maxSlewRate_Driver; + } + replies.emplace_back(this->maxTorqueRateMS); + }else if(cmd.type == CMDtype::set){ + this->maxTorqueRateMS = clip(cmd.val, 0, maxSlewRate_Driver); + } + } + break; + + case Axis_commands::calibrate_maxSlewRateDrv: + { + if(cmd.type == CMDtype::get){ + // Start calibration on driver and set awaiting flag if start is OK + if (drv->startSlewRateCalibration()) { + this->awaitingSlewCalibration = true; + } else { + // Inform user that calibration can't started + CommandHandler::broadcastCommandReply(CommandReply("Slew rate calibration unsupported",1), (uint32_t)Axis_commands::calibrate_maxSlewRateDrv, CMDtype::get); + } + replies.emplace_back(1); // ack + } + break; + } + + case Axis_commands::maxSlewRateDrv: + if (cmd.type == CMDtype::get) { + replies.emplace_back(maxSlewRate_Driver); + } break; case Axis_commands::fxratio: diff --git a/Firmware/FFBoard/Src/MotorDriver.cpp b/Firmware/FFBoard/Src/MotorDriver.cpp index b7325de9d..cd27754cc 100644 --- a/Firmware/FFBoard/Src/MotorDriver.cpp +++ b/Firmware/FFBoard/Src/MotorDriver.cpp @@ -81,6 +81,12 @@ const ClassIdentifier MotorDriver::getInfo(){ return info; } +/** + * Setup driver when is selected + */ +void MotorDriver::setupDriver(){ + +} /** * Turn the motor with positive/negative power. diff --git a/Firmware/scripts/memory_map.csv b/Firmware/scripts/memory_map.csv index ccaca03f4..ce1383a95 100644 --- a/Firmware/scripts/memory_map.csv +++ b/Firmware/scripts/memory_map.csv @@ -62,6 +62,7 @@ Section comment,Name,Value,Comment on key,VirtAddVarTab,exportableFlashAddresses ,ADR_AXIS1_DEGREES,0x303,,1,1 ,ADR_AXIS1_MAX_SPEED,0x304,// Store the max speed,1,1 ,ADR_AXIS1_MAX_ACCEL,0x305,// Store the max accel,1,1 +,ADR_AXIS1_MAX_SLEWRATE_DRV,0x306,// Max slew rate for drv,1,1 ,ADR_AXIS1_ENDSTOP,0x307,"// 0-7 endstop margin, 8-15 endstop stiffness",1,1 ,ADR_AXIS1_EFFECTS1,0x308,"// 0-7 idlespring, 8-15 damper",1,1 ,ADR_AXIS1_SPEEDACCEL_FILTER,0x309,// Speed/Accel filter Lowpass profile,1,1 @@ -88,18 +89,13 @@ Section comment,Name,Value,Comment on key,VirtAddVarTab,exportableFlashAddresses ,ADR_AXIS2_DEGREES,0x343,,1,1 ,ADR_AXIS2_MAX_SPEED,0x344,// Store the max speed,1,1 ,ADR_AXIS2_MAX_ACCEL,0x345,// Store the max accel,1,1 +,ADR_AXIS2_MAX_SLEWRATE_DRV,0x346,// Max slew rate for drv,1,1 ,ADR_AXIS2_ENDSTOP,0x347,"// 0-7 endstop margin, 8-15 endstop stiffness",1,1 ,ADR_AXIS2_EFFECTS1,0x348,"// 0-7 idlespring, 8-15 damper",1,1 ,ADR_AXIS2_SPEEDACCEL_FILTER,0x349,// Speed/Accel filter Lowpass profile,1,1 ,ADR_AXIS2_ENC_RATIO,0x34A,// Store the encoder ratio for an axis,1,1 ,ADR_AXIS2_EFFECTS2,0x34B,"// 0-7 Friction, 8-15 Inertia",1,1 ,ADR_AXIS2_POSTPROCESS1,0x34C,// 0-7 expo curve,1,1 -,,,,, -,,,,, -,,,,, -,,,,, -,,,,, -,,,,, // TMC2,,,,, ,ADR_TMC2_MOTCONF,0x360,// 0-2: MotType 3-5: PhiE source 6-15: Poles,1,1 ,ADR_TMC2_CPR,0x361,,1,1 @@ -120,14 +116,13 @@ Section comment,Name,Value,Comment on key,VirtAddVarTab,exportableFlashAddresses ,ADR_AXIS3_DEGREES,0x383,,1,1 ,ADR_AXIS3_MAX_SPEED,0x384,// Store the max speed,1,1 ,ADR_AXIS3_MAX_ACCEL,0x385,// Store the max accel,1,1 +,ADR_AXIS3_MAX_SLEWRATE_DRV,0x386,// Max slew rate for drv,1,1 ,ADR_AXIS3_ENDSTOP,0x387,"// 0-7 endstop margin, 8-15 endstop stiffness",1,1 ,ADR_AXIS3_EFFECTS1,0x388,"// 0-7 idlespring, 8-15 damper",1,1 ,ADR_AXIS3_SPEEDACCEL_FILTER,0x389,// Speed/Accel filter Lowpass profile,1,1 ,ADR_AXIS3_ENC_RATIO,0x38A,// Store the encoder ratio for an axis,1,1 ,ADR_AXIS3_EFFECTS2,0x38B,"// 0-7 Friction, 8-15 Inertia",1,1 ,ADR_AXIS3_POSTPROCESS1,0x38C,// 0-7 expo curve,1,1 -,,,,, -,,,,, // TMC3,,,,, ,ADR_TMC3_MOTCONF,0x3A0,// 0-2: MotType 3-5: PhiE source 6-15: Poles,1,1 ,ADR_TMC3_CPR,0x3A1,,1,1 From eb293aee7f64c0de38475142e9cdfb1b70cebc20 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Sat, 25 Apr 2026 10:42:08 +0200 Subject: [PATCH 60/87] feat: refactor torque calculation into a 7-step pipeline --- Firmware/FFBoard/Src/Axis.cpp | 288 ++++++++++++++++++++-------------- 1 file changed, 173 insertions(+), 115 deletions(-) diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index b22ae92e8..73708df60 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -2,17 +2,32 @@ * Axis.cpp * * Created on: 31.01.2020 - * Author: Yannick + * Author: Yannick, Vincent + * */ #include "Axis.h" #include "voltagesense.h" + +// Load the driver is they are declared in targer_constants.h +#ifdef TMC4671DRIVER #include "TMC4671.h" +#endif +#ifdef PWMDRIVER #include "MotorPWM.h" -#include "VescCAN.h" +#endif +#ifdef ODRIVE #include "ODriveCAN.h" +#endif +#ifdef VESC +#include "VescCAN.h" +#endif +#ifdef SIMPLEMOTION #include "MotorSimplemotion.h" +#endif +#ifdef RMDCAN #include "RmdMotorCAN.h" +#endif #include "critical.hpp" ////////////////////////////////////////////// @@ -109,16 +124,14 @@ Axis::Axis(char axis,volatile Control_t* control) :CommandHandler("axis", CLSID_ else if (axis == 'Z') { setInstance(2); - this->flashAddresses = AxisFlashAddresses({ADR_AXIS3_CONFIG, ADR_AXIS3_MAX_SPEED, ADR_AXIS3_MAX_ACCEL, ADR_AXIS3_MAX_SLEWRATE_DRV, + this->flashAddresses = AxisFlashAddresses({ADR_AXIS3_CONFIG, ADR_AXIS3_MAX_SPEED, ADR_AXIS3_MAX_ACCEL, ADR_AXIS3_MAX_SLEWRATE_DRV, ADR_AXIS3_ENDSTOP, ADR_AXIS3_POWER, ADR_AXIS3_DEGREES,ADR_AXIS3_EFFECTS1,ADR_AXIS3_EFFECTS2,ADR_AXIS3_ENC_RATIO, ADR_AXIS3_SPEEDACCEL_FILTER,ADR_AXIS3_POSTPROCESS1}); } - - restoreFlash(); // Load parameters CommandHandler::registerCommands(); // Internal commands registerCommands(); - updateTorqueScaler(); // In case no flash setting has been loaded yet + restoreFlash(); // Load parameters } Axis::~Axis() @@ -184,6 +197,7 @@ void Axis::restoreFlash(){ pulseErrLed(); } + // save the max torque for the slew rate if (Flash_Read(flashAddresses.maxAccel, &value)){ this->maxTorqueRateMS = value; }else{ @@ -198,20 +212,20 @@ void Axis::restoreFlash(){ } - uint16_t esval, power; - if(Flash_Read(flashAddresses.endstop, &esval)) { - fx_ratio_i = esval & 0xff; - endstopStrength = (esval >> 8) & 0xff; + uint16_t endstopRawValue, power; + if(Flash_Read(flashAddresses.endstop, &endstopRawValue)) { + setEffectRatio(endstopRawValue & 0xff); + endstopStrength = (endstopRawValue >> 8) & 0xff; } if(Flash_Read(flashAddresses.power, &power)){ setPower(power); } - uint16_t deg_t; - if(Flash_Read(flashAddresses.degrees, °_t)){ - this->degreesOfRotation = deg_t & 0x7fff; - this->invertAxis = (deg_t >> 15) & 0x1; + uint16_t degreesRawValue; + if(Flash_Read(flashAddresses.degrees, °reesRawValue)){ + this->degreesOfRotation = degreesRawValue & 0x7fff; + this->invertAxis = (degreesRawValue >> 15) & 0x1; setDegrees(degreesOfRotation); } @@ -221,7 +235,7 @@ void Axis::restoreFlash(){ setIdleSpringStrength(effects & 0xff); setFxStrengthAndFilter((effects >> 8) & 0xff,damperIntensity,damperFilter); }else{ - setIdleSpringStrength(idlespringstrength); // Use default + setIdleSpringStrength(idleSpringStrength); // Use default } if(Flash_Read(flashAddresses.effects2, &effects)){ @@ -259,10 +273,10 @@ void Axis::saveFlash(){ Flash_Write(flashAddresses.maxAccel, (uint16_t)(this->maxTorqueRateMS)); Flash_Write(flashAddresses.maxSlewRateDrv, (uint16_t)(this->maxSlewRate_Driver)); - Flash_Write(flashAddresses.endstop, fx_ratio_i | (endstopStrength << 8)); + Flash_Write(flashAddresses.endstop, effectRatio | (endstopStrength << 8)); Flash_Write(flashAddresses.power, power); Flash_Write(flashAddresses.degrees, (degreesOfRotation & 0x7fff) | (invertAxis << 15)); - Flash_Write(flashAddresses.effects1, idlespringstrength | (damperIntensity << 8)); + Flash_Write(flashAddresses.effects1, idleSpringStrength | (damperIntensity << 8)); Flash_Write(flashAddresses.effects2, frictionIntensity | (inertiaIntensity << 8)); Flash_Write(flashAddresses.encoderRatio, gearRatio.numerator | (gearRatio.denominator << 8)); @@ -271,7 +285,7 @@ void Axis::saveFlash(){ Flash_Write(flashAddresses.speedAccelFilter, filterStorage); // Postprocessing - Flash_Write(flashAddresses.postprocess1, expoValInt & 0xff); + Flash_Write(flashAddresses.postprocess1, expoValue & 0xff); } @@ -315,6 +329,7 @@ void Axis::prepareForUpdate(){ return; } + // TODO: The motorReady() check was commented out. Review if this is still the desired behavior or if it should be restored. //if (!drv->motorReady()) return; float angle = getEncAngle(getEncoder()); @@ -347,6 +362,7 @@ void Axis::prepareForUpdate(){ }else if(abs(scaledEnc) <= 0x7fff) { outOfBounds = false; + // TODO: This error clearing seems to have been moved to the errorCallback. Confirm this is correct and remove this line. //ErrorHandler::clearError(outOfBoundsError); } @@ -358,6 +374,7 @@ void Axis::prepareForUpdate(){ this->updateMetrics(angle); + //this->updateHandsOffState(); } @@ -382,7 +399,11 @@ void Axis::updateDriveTorque(){ void Axis::setPower(uint16_t power) { this->power = power; - updateTorqueScaler(); + torqueScaler = ((float)power / (float)0x7fff); + if (drv != nullptr) + { + drv->setPowerLimit(power); + } } @@ -411,6 +432,7 @@ void Axis::setDrvType(uint8_t drvtype) this->drv->setEncoder(this->enc); } + drv->setupDriver(); if (!tud_connected()) { control->usb_disabled = false; @@ -539,16 +561,16 @@ int32_t Axis::getLastScaledEnc() { * Changes intensity of idle spring when FFB is off */ int32_t Axis::updateIdleSpringForce() { - return clip((int32_t)(-metric.current.pos_scaled_16b*idlespringscale),-idlespringclip,idlespringclip); + return clip((int32_t)(-metric.current.pos_scaled_16b*idleSpringScale),-idleSpringClip,idleSpringClip); } /* * Set the strength of the spring effect if FFB is disabled */ void Axis::setIdleSpringStrength(uint8_t spring){ - idlespringstrength = spring; - idlespringclip = clip((int32_t)spring*35,0,10000); - idlespringscale = 0.5f + ((float)spring * 0.01f); + idleSpringStrength = spring; + idleSpringClip = clip((int32_t)spring*35,0,10000); + idleSpringScale = 0.5f + ((float)spring * 0.01f); } /** @@ -562,26 +584,27 @@ void Axis::setFxStrengthAndFilter(uint8_t val,uint8_t& valToSet, Biquad& filter) } /** - * Called before HID effects are calculated - * Should calculate always on and idle effects specific to the axis like idlespring and friction + * Calculates the internal mechanical effects (damper, friction, inertia) that are always active. + * Called before HID effects are calculated. + * Also calculates idle spring when FFB is inactive. */ -void Axis::calculateAxisEffects(bool ffb_on){ - axisEffectTorque = 0; +void Axis::calculateMechanicalEffects(bool ffb_on){ + mechanicalEffectTorque = 0; if(!ffb_on){ - axisEffectTorque += updateIdleSpringForce(); + mechanicalEffectTorque += updateIdleSpringForce(); } // Always active damper if(damperIntensity != 0){ float speedFiltered = (metric.current.speed) * (float)damperIntensity * AXIS_DAMPER_RATIO; - axisEffectTorque -= damperFilter.process(clip(speedFiltered, -intFxClip, intFxClip)); + mechanicalEffectTorque -= damperFilter.process(clip(speedFiltered, -internalFxClip, internalFxClip)); } // Always active inertia if(inertiaIntensity != 0){ float accelFiltered = metric.current.accel * (float)inertiaIntensity * AXIS_INERTIA_RATIO; - axisEffectTorque -= inertiaFilter.process(clip(accelFiltered, -intFxClip, intFxClip)); + mechanicalEffectTorque -= inertiaFilter.process(clip(accelFiltered, -internalFxClip, internalFxClip)); } // Always active friction. Based on effectsCalculator implementation @@ -590,12 +613,12 @@ void Axis::calculateAxisEffects(bool ffb_on){ float speedRampupCeil = 4096; float rampupFactor = 1.0; if (fabs (speed) < speedRampupCeil) { // if speed in the range to rampup we apply a sine curve - float phaseRad = M_PI * ((fabs (speed) / speedRampupCeil) - 0.5);// we start to compute the normalized angle (speed / normalizedSpeed@5%) and translate it of -1/2PI to translate sin on 1/2 periode - rampupFactor = ( 1 + sin(phaseRad ) ) / 2; // sin value is -1..1 range, we translate it to 0..2 and we scale it by 2 + float phaseRad = M_PI * ((fabsf (speed) / speedRampupCeil) - 0.5f);// we start to compute the normalized angle (speed / normalizedSpeed@5%) and translate it of -1/2PI to translate sin on 1/2 periode + rampupFactor = ( 1.0f + sinf(phaseRad ) ) / 2.0f; // sin value is -1..1 range, we translate it to 0..2 and we scale it by 2 } int8_t sign = speed >= 0 ? 1 : -1; float force = (float)frictionIntensity * rampupFactor * sign * INTERNAL_AXIS_FRICTION_SCALER * 32; - axisEffectTorque -= frictionFilter.process(clip(force, -intFxClip, intFxClip)); + mechanicalEffectTorque -= frictionFilter.process(clip(force, -internalFxClip, internalFxClip)); } } @@ -603,9 +626,9 @@ void Axis::calculateAxisEffects(bool ffb_on){ /** * Changes the ratio of effects to endstop strength. 255 = same strength, 0 = no effects */ -void Axis::setFxRatio(uint8_t val) { - fx_ratio_i = val; - updateTorqueScaler(); +void Axis::setEffectRatio(uint8_t val) { + effectRatio = val; + effectRatioScaler = ((float)effectRatio/255.0); } /** @@ -635,8 +658,8 @@ void Axis::updateMetrics(float new_pos) { // pos is degrees // compute speed and accel from raw instant speed normalized float currentSpeed = (new_pos - metric.previous.posDegrees) * this->filter_f; // deg/s metric.current.speed = speedFilter.process(currentSpeed); - metric.current.accel = accelFilter.process((currentSpeed - _lastSpeed))* this->filter_f; // deg/s/s - _lastSpeed = currentSpeed; + metric.current.accel = accelFilter.process((currentSpeed - previousFrameSpeed))* this->filter_f; // deg/s/s + previousFrameSpeed = currentSpeed; } @@ -647,7 +670,7 @@ uint16_t Axis::getPower(){ } /** - * Calculates an exponential torque correction curve + * Calculates an exponential torque correction curve and scale for FFBEffect */ int32_t Axis::calculateExpoTorque(int32_t torque){ float torquef = (float)torque / (float)0x7fff; // This down and upscaling may introduce float artifacts. Do this before scaling down. @@ -658,17 +681,29 @@ int32_t Axis::calculateExpoTorque(int32_t torque){ } } -void Axis::updateTorqueScaler() { - effect_margin_scaler = ((float)fx_ratio_i/255.0); - torqueScaler = ((float)power / (float)0x7fff); -} +int64_t Axis::calculateFFBTorque() { -float Axis::getTorqueScaler(){ - return torqueScaler; -} + int64_t torque = this->ffbEffectTorque; + // 1. Game Clipping detection + // If the game sends more than the theoretical maximum (+/- 32767), the signal is clipped at the source. + if(abs(torque) >= 0x7fff){ + pulseClipLed(); // Visual alert: game signal is clipping + } -int32_t Axis::getTorque() { return metric.previous.torque; } + // 2. Apply Expo (Linearization or sensation curve) + if(expo != 1){ + torque = calculateExpoTorque(torque); + } + + // 3. Game specific gain (effectRatioScaler) + // Scale the FFB from game only (allows lowering game effects without lowering endstops) + torque = (int64_t)((float)torque * effectRatioScaler); + + return torque; +} + +int32_t Axis::getTorque() { return metric.current.torque; } bool Axis::isInverted() { return invertAxis; @@ -677,20 +712,21 @@ bool Axis::isInverted() { /** * Calculate soft endstop effect */ -int16_t Axis::updateEndstop(){ - int8_t clipdir = cliptest(metric.current.pos_scaled_16b, -0x7fff, 0x7fff); - if(clipdir == 0){ +int32_t Axis::calculateEndstopTorque(){ + // TODO Check the type int8_t and the range clipping is -0x7fff..0x7fff + int8_t clipDirection = cliptest(metric.current.pos_scaled_16b, -0x7fff, 0x7fff); + if(clipDirection == 0){ return 0; } - float addtorque = clipdir*metric.current.posDegrees - (float)this->degreesOfRotation/2.0; // degress of rotation counts total range so multiply by 2 - addtorque *= (float)endstopStrength * endstopGain; // Apply endstop gain for stiffness. - addtorque *= -clipdir; + float endstopTorque = clipDirection*metric.current.posDegrees - (float)this->degreesOfRotation/2.0; // degress of rotation counts total range so multiply by 2 + endstopTorque *= (float)endstopStrength * endstopGain; // Apply endstop gain for stiffness. + endstopTorque *= -clipDirection; - return clip(addtorque,-0x7fff,0x7fff); + return clip(endstopTorque,-0x7fff,0x7fff); } -void Axis::setEffectTorque(int32_t torque) { - effectTorque = torque; +void Axis::setFfbEffectTorque(int64_t torque) { + this->ffbEffectTorque = torque; } /** pass in ptr to receive the sum of the effects + endstop torque @@ -699,68 +735,62 @@ void Axis::setEffectTorque(int32_t torque) { bool Axis::updateTorque(int32_t* totalTorque) { - if(abs(effectTorque) >= 0x7fff){ - pulseClipLed(); - } - - // Scale effect torque - int32_t torque = effectTorque; // Game effects - if(expo != 1){ - torque = calculateExpoTorque(torque); - } - torque *= effect_margin_scaler; - torque += axisEffectTorque; // Independent effects - torque += updateEndstop(); - torque *= torqueScaler; // Scale to power - - - // TODO speed and accel limiters - if(maxSpeedDegS > 0){ - - float torqueSign = torque > 0 ? 1 : -1; // Used to prevent metrics against the force to go into the limiter - // Speed. Mostly tuned... - //spdlimiterAvg.addValue(metric.current.speed); - float speedreducer = (float)((metric.current.speed*torqueSign) - (float)maxSpeedDegS) * ((float)0x7FFF / maxSpeedDegS); - spdlimitreducerI = clip( spdlimitreducerI + ((speedreducer * speedLimiterI) * torqueScaler),0,power); - - // Only reduce torque. Don't invert it to prevent oscillation - float torqueReduction = speedreducer * speedLimiterP + spdlimitreducerI;// accreducer * 0.025 + acclimitreducerI - if(torque > 0){ - torqueReduction = clip(torqueReduction,0,torque); - }else{ - torqueReduction = clip(-torqueReduction,torque,0); - } - - torque -= torqueReduction; - } - // Torque slew rate limiter - applyTorqueSlewRateLimiter(*(int64_t*)&torque); // Temporary cast for logic implementation - + // STEP 1: Process FFB torque from the game (via helper function) + // (Reconstructed by CMSIS Spline, Expo applied, and scaled by FFB ratio) + int64_t torque = calculateFFBTorque(); + + // STEP 2: Mix in local mechanical effects + // (Damper, Friction, Inertia generated locally at high frequency) + torque += mechanicalEffectTorque; + + // STEP 3: Add endstops + // Note: Historically endstops are added before the Master Scaler. + // If hard endstops (like Simucube) are desired, this should be moved to STEP 5. + torque += calculateEndstopTorque(); + + // STEP 4: Master Volume Scaling + // Map the virtual signal (+/- 32767) to the physical power limit ("power") + torque = (int64_t)((float)torque * torqueScaler); + + // STEP 5: Safety limits (Fade-in, Out of bounds) + // Applied BEFORE dynamic limiters so that abrupt cuts are smoothed by the Slew Rate. if(outOfBounds){ torque = 0; } - // Fade in - if(forceFadeCurMult < 1){ - torque = torque * forceFadeCurMult; - forceFadeCurMult += forceFadeTime / this->filter_f; // Fade time + // Apply a fade-in effect for a smooth force ramp-up on startup or recovery. + // Increases forceFadeMultiplier progressively based on forceFadeDuration and sample rate. + if(forceFadeMultiplier < 1.0f){ + torque = (int64_t)((float)torque * forceFadeMultiplier); + forceFadeMultiplier += forceFadeDuration / this->filter_f; } - // Torque calculated. Now sending to driver - torque = (invertAxis) ? -torque : torque; - metric.current.torque = torque; - torque = clip(torque, -power, power); + // STEP 6: Dynamic limiters (Speed & Slew Rate) + // CRITICAL: Slew Rate compares the target value with "metric.previous.torque" + // (which is the clipped physical torque from the previous cycle). + // It MUST be applied on the final scaled torque! + torque -= applySpeedLimiterTorque(torque); + applyTorqueSlewRateLimiter(torque); - bool torqueChanged = metric.current.torque != metric.previous.torque; + // STEP 7: Axis inversion and final hardware clipping + torque = (invertAxis) ? -torque : torque; - if (abs(torque) == power){ - pulseClipLed(); + int32_t torqueAfterClipping = clip((int32_t)torque, -power, power); + + if (torqueAfterClipping != torque){ + pulseClipLed(); // Visual alert: MOTOR cannot provide requested power (Hardware clipping) } - *totalTorque = torque; - return (torqueChanged); + // Store the actually applied torque for the next iteration (used by the slew rate limiter). + metric.current.torque = torqueAfterClipping; + + // return result + *totalTorque = torqueAfterClipping; + + return (metric.current.torque != metric.previous.torque); } + void Axis::applyTorqueSlewRateLimiter(int64_t& torque) { // Limits the rate of change of the torque (slew rate), to smooths out sudden changes in torque. @@ -777,6 +807,34 @@ void Axis::applyTorqueSlewRateLimiter(int64_t& torque) torque = clip(torque, previousTorque - maxTorqueChange, previousTorque + maxTorqueChange); } +int64_t Axis::applySpeedLimiterTorque(int64_t& torque){ + // Speed Limiter: A PI controller to reduce torque when speed exceeds maxSpeedDegS. + // The limiter only acts when torque is applied in the direction of movement. + + // if limiter is disabled, return + if(maxSpeedDegS <= 0) { + return 0; + } + + int64_t resultTorque = 0; + + float torqueSign = torque > 0 ? 1 : -1; // Used to prevent metrics against the force to go into the limiter + // Speed. Mostly tuned... + //spdlimiterAvg.addValue(metric.current.speed); + float speedreducer = (float)((metric.current.speed*torqueSign) - (float)maxSpeedDegS) * ((float)0x7FFF / maxSpeedDegS); + speedLimitReducerI = clip( speedLimitReducerI + ((speedreducer * speedLimiterI) * torqueScaler),0,power); + + // Only reduce torque. Don't invert it to prevent oscillation + float torqueReduction = speedreducer * speedLimiterP + speedLimitReducerI;// accreducer * 0.025 + acclimitreducerI + if(torque > 0){ + resultTorque = clip(torqueReduction,0,torque); + }else{ + resultTorque = clip(-torqueReduction,torque,0); + } + + return resultTorque; +} + void Axis::updateSamplerate(float newSamplerate){ this->filter_f = newSamplerate; this->updateFilters(this->filterProfileId); // Recalculate filters @@ -797,8 +855,8 @@ void Axis::updateFilters(uint8_t profileId){ * Starts fading in force from start to 1 over fadeTime */ void Axis::startForceFadeIn(float start,float fadeTime){ - this->forceFadeTime = fadeTime; - this->forceFadeCurMult = clip(start, 0, 1); + this->forceFadeDuration = fadeTime; + this->forceFadeMultiplier = clip(start, 0, 1); } @@ -809,9 +867,9 @@ void Axis::setDegrees(uint16_t degrees){ degrees &= 0x7fff; if(degrees == 0){ - nextDegreesOfRotation = lastdegreesOfRotation; + nextDegreesOfRotation = previousDegreesOfRotation; }else{ - lastdegreesOfRotation = degreesOfRotation; + previousDegreesOfRotation = degreesOfRotation; nextDegreesOfRotation = degrees; } } @@ -819,7 +877,7 @@ void Axis::setDegrees(uint16_t degrees){ void Axis::setExpo(int val){ val = clip(val, -127, 127); - expoValInt = val; + expoValue = val; if(val == 0){ expo = 1; // Explicitly force expo off return; @@ -874,7 +932,7 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& case Axis_commands::idlespring: if (cmd.type == CMDtype::get) { - replies.emplace_back(idlespringstrength); + replies.emplace_back(idleSpringStrength); } else if (cmd.type == CMDtype::set) { @@ -992,9 +1050,9 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& case Axis_commands::fxratio: if(cmd.type == CMDtype::get){ - replies.emplace_back(this->fx_ratio_i); + replies.emplace_back(this->effectRatio); }else if(cmd.type == CMDtype::set){ - setFxRatio(cmd.val); + setEffectRatio(cmd.val); } break; @@ -1058,7 +1116,7 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& break; case Axis_commands::expo: - handleGetSetFunc(cmd, replies, expoValInt, &Axis::setExpo, this); // need to also provide the expoScaler constant + handleGetSetFunc(cmd, replies, expoValue, &Axis::setExpo, this); // need to also provide the expoScaler constant break; case Axis_commands::exposcale: From 820da3334d601fa4232b1415ed729ba41a3a4560 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Sat, 25 Apr 2026 10:43:32 +0200 Subject: [PATCH 61/87] feat: add ARM CMSIS-DSP library infrastructure and optimized filters --- Firmware/FFBoard/Inc/Filters.h | 23 +- Firmware/FFBoard/Src/Filters.cpp | 121 +- Firmware/Makefile | 8 + .../F407VG/Core/Inc/target_constants.h | 3 + .../Middlewares/ST/ARM/DSP/Inc/arm_math.h | 8970 +++++++++++++++++ .../ST/ARM/DSP/Lib/libarm_cortexM4lf_math.a | Bin 0 -> 6421864 bytes .../Third_Party/ARM/DSP/LICENSE.txt | 201 + .../Middlewares/ST/ARM/DSP/Inc/arm_math.h | 8970 +++++++++++++++++ .../ST/ARM/DSP/Lib/libarm_cortexM4lf_math.a | Bin 0 -> 6421864 bytes .../Middlewares/ST/ARM/DSP/Inc/arm_math.h | 8970 +++++++++++++++++ .../ST/ARM/DSP/Lib/libarm_cortexM4lf_math.a | Bin 0 -> 6421864 bytes 11 files changed, 27239 insertions(+), 27 deletions(-) create mode 100644 Firmware/Targets/F407VG/Middlewares/ST/ARM/DSP/Inc/arm_math.h create mode 100644 Firmware/Targets/F407VG/Middlewares/ST/ARM/DSP/Lib/libarm_cortexM4lf_math.a create mode 100644 Firmware/Targets/F407VG/Middlewares/Third_Party/ARM/DSP/LICENSE.txt create mode 100644 Firmware/Targets/F407VG_DISCO/Middlewares/ST/ARM/DSP/Inc/arm_math.h create mode 100644 Firmware/Targets/F407VG_DISCO/Middlewares/ST/ARM/DSP/Lib/libarm_cortexM4lf_math.a create mode 100644 Firmware/Targets/F411RE/Middlewares/ST/ARM/DSP/Inc/arm_math.h create mode 100644 Firmware/Targets/F411RE/Middlewares/ST/ARM/DSP/Lib/libarm_cortexM4lf_math.a diff --git a/Firmware/FFBoard/Inc/Filters.h b/Firmware/FFBoard/Inc/Filters.h index 83a31bf17..92c2a7959 100644 --- a/Firmware/FFBoard/Inc/Filters.h +++ b/Firmware/FFBoard/Inc/Filters.h @@ -2,13 +2,17 @@ * Filters.h * * Created on: Feb 13, 2020 - * Author: Yannick + * Author: Yannick, Vincent */ #ifndef FILTERS_H_ #define FILTERS_H_ #include "cppmain.h" +#ifdef USE_DSP_FUNCTIONS +#include "arm_math.h" +#endif + #ifdef __cplusplus // Frequency in hz, q in float q*100. Example: Q 0.5 -> 50 @@ -40,14 +44,27 @@ class Biquad{ float getFc() const; void setQ(float Q); float getQ() const; + void setPeakGain(float peakGainDB); void calcBiquad(void); -protected: +#ifdef USE_DSP_FUNCTIONS + const float* getCoeffs() const { return pCoeffs; } +#endif +protected: BiquadType type; - float a0, a1, a2, b1, b2; float Fc, Q, peakGain; + +#ifdef USE_DSP_FUNCTIONS + // CMSIS-DSP instance + arm_biquad_casd_df1_inst_f32 S; + float32_t pCoeffs[5]; + float32_t pState[4]; // For a single biquad stage (DF1 float requires 4 states) +#else float z1, z2; + float a0, a1, a2, b1, b2; +#endif + }; diff --git a/Firmware/FFBoard/Src/Filters.cpp b/Firmware/FFBoard/Src/Filters.cpp index a9c59330a..1eb2644d6 100644 --- a/Firmware/FFBoard/Src/Filters.cpp +++ b/Firmware/FFBoard/Src/Filters.cpp @@ -2,20 +2,33 @@ * Filters.cpp * * Created on: Feb 13, 2020 - * Author: Yannick + * Author: Yannick, Vincent * * Based on http://www.earlevel.com/main/2012/11/26/biquad-c-source-code/ */ #include "Filters.h" - #include +#ifdef USE_DSP_FUNCTIONS +#include "arm_math.h" +#endif Biquad::Biquad(){ - z1 = z2 = 0.0; +#ifdef USE_DSP_FUNCTIONS + // Clear state + memset(pState, 0, sizeof(pState)); + // Initialize the CMSIS-DSP biquad instance + arm_biquad_cascade_df1_init_f32(&S, 1, pCoeffs, pState); +#else + z1 = 0.0f; + z2 = 0.0f; +#endif } Biquad::Biquad(BiquadType type, float Fc, float Q, float peakGainDB) { +#ifdef USE_DSP_FUNCTIONS + arm_biquad_cascade_df1_init_f32(&S, 1, pCoeffs, pState); +#endif setBiquad(type, Fc, Q, peakGainDB); } @@ -49,13 +62,23 @@ float Biquad::getQ() const { return this->Q; } +void Biquad::setPeakGain(float peakGainDB) { + this->peakGain = peakGainDB; + calcBiquad(); +} + /** * Calculates one step of the filter and returns the output */ float Biquad::process(float in) { - float out = in * a0 + z1; + float out; +#ifdef USE_DSP_FUNCTIONS + arm_biquad_cascade_df1_f32(&S, &in, &out, 1); +#else + out = in * a0 + z1; z1 = in * a1 + z2 - b1 * out; z2 = in * a2 - b2 * out; +#endif return out; } @@ -72,11 +95,18 @@ void Biquad::setBiquad(BiquadType type, float Fc, float Q, float peakGainDB) { * Updates parameters and resets the biquad filter */ void Biquad::calcBiquad(void) { + float norm; + float K, V; +#ifdef USE_DSP_FUNCTIONS + float a0 = 0.0f, a1 = 0.0f, a2 = 0.0f, b1 = 0.0f, b2 = 0.0f; + V = powf(10, fabsf(peakGain) / 20.0f); + K = arm_sin_f32(PI * Fc) / arm_cos_f32(PI * Fc); +#else z1 = 0.0; z2 = 0.0; - float norm; - float V = pow(10, fabs(peakGain) / 20.0); - float K = tan(M_PI * Fc); + V = pow(10, fabs(peakGain) / 20.0); + K = tan(M_PI * Fc); +#endif switch (this->type) { case BiquadType::lowpass: norm = 1 / (1 + K / Q + K * K); @@ -134,41 +164,84 @@ void Biquad::calcBiquad(void) { break; case BiquadType::lowshelf: if (peakGain >= 0) { // boost - norm = 1 / (1 + sqrt(2) * K + K * K); - a0 = (1 + sqrt(2*V) * K + V * K * K) * norm; + float sqrt2, sqrt2V; +#ifdef USE_DSP_FUNCTIONS + arm_sqrt_f32(2, &sqrt2); + arm_sqrt_f32(2*V, &sqrt2V); +#else + sqrt2 = sqrt(2); + sqrt2V = sqrt(2*V); +#endif + norm = 1 / (1 + sqrt2 * K + K * K); + a0 = (1 + sqrt2V * K + V * K * K) * norm; a1 = 2 * (V * K * K - 1) * norm; - a2 = (1 - sqrt(2*V) * K + V * K * K) * norm; + a2 = (1 - sqrt2V * K + V * K * K) * norm; b1 = 2 * (K * K - 1) * norm; - b2 = (1 - sqrt(2) * K + K * K) * norm; + b2 = (1 - sqrt2 * K + K * K) * norm; } else { // cut - norm = 1 / (1 + sqrt(2*V) * K + V * K * K); - a0 = (1 + sqrt(2) * K + K * K) * norm; + float sqrt2, sqrt2V; +#ifdef USE_DSP_FUNCTIONS + arm_sqrt_f32(2, &sqrt2); + arm_sqrt_f32(2*V, &sqrt2V); +#else + sqrt2 = sqrt(2); + sqrt2V = sqrt(2*V); +#endif + norm = 1 / (1 + sqrt2V * K + V * K * K); + a0 = (1 + sqrt2 * K + K * K) * norm; a1 = 2 * (K * K - 1) * norm; - a2 = (1 - sqrt(2) * K + K * K) * norm; + a2 = (1 - sqrt2 * K + K * K) * norm; b1 = 2 * (V * K * K - 1) * norm; - b2 = (1 - sqrt(2*V) * K + V * K * K) * norm; + b2 = (1 - sqrt2V * K + V * K * K) * norm; } break; case BiquadType::highshelf: if (peakGain >= 0) { // boost - norm = 1 / (1 + sqrt(2) * K + K * K); - a0 = (V + sqrt(2*V) * K + K * K) * norm; + float sqrt2, sqrt2V; +#ifdef USE_DSP_FUNCTIONS + arm_sqrt_f32(2, &sqrt2); + arm_sqrt_f32(2*V, &sqrt2V); +#else + sqrt2 = sqrt(2); + sqrt2V = sqrt(2*V); +#endif + norm = 1 / (1 + sqrt2 * K + K * K); + a0 = (V + sqrt2V * K + K * K) * norm; a1 = 2 * (K * K - V) * norm; - a2 = (V - sqrt(2*V) * K + K * K) * norm; + a2 = (V - sqrt2V * K + K * K) * norm; b1 = 2 * (K * K - 1) * norm; - b2 = (1 - sqrt(2) * K + K * K) * norm; + b2 = (1 - sqrt2 * K + K * K) * norm; } else { // cut - norm = 1 / (V + sqrt(2*V) * K + K * K); - a0 = (1 + sqrt(2) * K + K * K) * norm; + float sqrt2, sqrt2V; +#ifdef USE_DSP_FUNCTIONS + arm_sqrt_f32(2, &sqrt2); + arm_sqrt_f32(2*V, &sqrt2V); +#else + sqrt2 = sqrt(2); + sqrt2V = sqrt(2*V); +#endif + norm = 1 / (V + sqrt2V * K + K * K); + a0 = (1 + sqrt2 * K + K * K) * norm; a1 = 2 * (K * K - 1) * norm; - a2 = (1 - sqrt(2) * K + K * K) * norm; + a2 = (1 - sqrt2 * K + K * K) * norm; b1 = 2 * (K * K - V) * norm; - b2 = (V - sqrt(2*V) * K + K * K) * norm; + b2 = (V - sqrt2V * K + K * K) * norm; } break; } - return; +#ifdef USE_DSP_FUNCTIONS + // Store coefficients in the format required by CMSIS-DSP: {b0, b1, b2, -a1, -a2} + // Note the negated feedback coefficients a1 and a2. + pCoeffs[0] = a0; + pCoeffs[1] = a1; + pCoeffs[2] = a2; + pCoeffs[3] = -b1; + pCoeffs[4] = -b2; + + // Reset state + memset(pState, 0, sizeof(pState)); +#endif } diff --git a/Firmware/Makefile b/Firmware/Makefile index b5e4fb33c..1a1ef3a9a 100644 --- a/Firmware/Makefile +++ b/Firmware/Makefile @@ -104,6 +104,7 @@ $(TARGET_DIR)/Middlewares/Third_Party/FreeRTOS/Source/portable/GCC/ARM_CM4F \ $(TARGET_DIR)/Drivers/CMSIS/Device/ST/STM32F4xx/Include \ $(TARGET_DIR)/Drivers/CMSIS/Include +C_INCLUDES += $(TARGET_DIR)/Middlewares/ST/ARM/DSP/Inc C_INCLUDES := $(addprefix -I, $(C_INCLUDES)) @@ -158,6 +159,9 @@ else C_DEFS += -DSTM32F407xx endif +#add arm math files +C_DEFS += -DARM_MATH_CM4 + # compile gcc flags ASFLAGS = $(MCU) $(AS_DEFS) $(AS_INCLUDES) $(OPT) -Wall -fdata-sections -ffunction-sections @@ -189,6 +193,10 @@ LIBDIR = LDFLAGS = $(MCU) --specs=standard_c_nano_cpp.specs -u _printf_float -Wl,--start-group -lc -lm -lstdc++ -lsupc++ -Wl,--end-group -T$(LDSCRIPT) $(LIBDIR) $(LIBS) -Wl,-Map=$(BUILD_DIR)/$(TARGET).map,--cref -Wl,--gc-sections -static # -mcpu=cortex-m4 -T"C:\Users\zhouli\Desktop\my-openffb\OpenFFBoard\Firmware\Targets\F407VG\STM32F407VGTX_FLASH.ld" --specs=nosys.specs -Wl,-Map="OpenFFBoard_F407VG.map" -Wl,--cref -Wl,--gc-sections -static --specs=nano.specs -mfpu=fpv4-sp-d16 -mfloat-abi=hard -mthumb -u _printf_float -Wl,--start-group -lc -lm -lstdc++ -lsupc++ -Wl,--end-group +#include arm math +LIBDIR += -L$(TARGET_DIR)/Middlewares/ST/ARM/DSP/Lib +LIBS += -larm_cortexM4lf_math + # default action: build all all: $(BUILD_DIR)/$(TARGET).elf $(OUTPUT_DIR)/$(TARGET).hex $(OUTPUT_DIR)/$(TARGET).bin hex: $(OUTPUT_DIR)/$(TARGET).hex diff --git a/Firmware/Targets/F407VG/Core/Inc/target_constants.h b/Firmware/Targets/F407VG/Core/Inc/target_constants.h index 0cc62e9f8..aee729350 100644 --- a/Firmware/Targets/F407VG/Core/Inc/target_constants.h +++ b/Firmware/Targets/F407VG/Core/Inc/target_constants.h @@ -121,6 +121,9 @@ extern CAN_HandleTypeDef hcan1; #define CANPORT hcan1 #endif +// DEFINE DSP FUNCTION USAGE +#define USE_DSP_FUNCTIONS + #define DEBUGPIN // GP1 pin. see cpp target constants //Flash. 2 pages used diff --git a/Firmware/Targets/F407VG/Middlewares/ST/ARM/DSP/Inc/arm_math.h b/Firmware/Targets/F407VG/Middlewares/ST/ARM/DSP/Inc/arm_math.h new file mode 100644 index 000000000..48bee62cd --- /dev/null +++ b/Firmware/Targets/F407VG/Middlewares/ST/ARM/DSP/Inc/arm_math.h @@ -0,0 +1,8970 @@ +/****************************************************************************** + * @file arm_math.h + * @brief Public header file for CMSIS DSP Library + * @version V1.7.0 + * @date 18. March 2019 + ******************************************************************************/ +/* + * Copyright (c) 2010-2019 Arm Limited or its affiliates. All rights reserved. + * + * SPDX-License-Identifier: Apache-2.0 + * + * Licensed under the Apache License, Version 2.0 (the License); you may + * not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an AS IS BASIS, WITHOUT + * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** + \mainpage CMSIS DSP Software Library + * + * Introduction + * ------------ + * + * This user manual describes the CMSIS DSP software library, + * a suite of common signal processing functions for use on Cortex-M and Cortex-A processor + * based devices. + * + * The library is divided into a number of functions each covering a specific category: + * - Basic math functions + * - Fast math functions + * - Complex math functions + * - Filtering functions + * - Matrix functions + * - Transform functions + * - Motor control functions + * - Statistical functions + * - Support functions + * - Interpolation functions + * - Support Vector Machine functions (SVM) + * - Bayes classifier functions + * - Distance functions + * + * The library has generally separate functions for operating on 8-bit integers, 16-bit integers, + * 32-bit integer and 32-bit floating-point values. + * + * Using the Library + * ------------ + * + * The library installer contains prebuilt versions of the libraries in the Lib folder. + * + * Here is the list of pre-built libraries : + * - arm_cortexM7lfdp_math.lib (Cortex-M7, Little endian, Double Precision Floating Point Unit) + * - arm_cortexM7bfdp_math.lib (Cortex-M7, Big endian, Double Precision Floating Point Unit) + * - arm_cortexM7lfsp_math.lib (Cortex-M7, Little endian, Single Precision Floating Point Unit) + * - arm_cortexM7bfsp_math.lib (Cortex-M7, Big endian and Single Precision Floating Point Unit on) + * - arm_cortexM7l_math.lib (Cortex-M7, Little endian) + * - arm_cortexM7b_math.lib (Cortex-M7, Big endian) + * - arm_cortexM4lf_math.lib (Cortex-M4, Little endian, Floating Point Unit) + * - arm_cortexM4bf_math.lib (Cortex-M4, Big endian, Floating Point Unit) + * - arm_cortexM4l_math.lib (Cortex-M4, Little endian) + * - arm_cortexM4b_math.lib (Cortex-M4, Big endian) + * - arm_cortexM3l_math.lib (Cortex-M3, Little endian) + * - arm_cortexM3b_math.lib (Cortex-M3, Big endian) + * - arm_cortexM0l_math.lib (Cortex-M0 / Cortex-M0+, Little endian) + * - arm_cortexM0b_math.lib (Cortex-M0 / Cortex-M0+, Big endian) + * - arm_ARMv8MBLl_math.lib (Armv8-M Baseline, Little endian) + * - arm_ARMv8MMLl_math.lib (Armv8-M Mainline, Little endian) + * - arm_ARMv8MMLlfsp_math.lib (Armv8-M Mainline, Little endian, Single Precision Floating Point Unit) + * - arm_ARMv8MMLld_math.lib (Armv8-M Mainline, Little endian, DSP instructions) + * - arm_ARMv8MMLldfsp_math.lib (Armv8-M Mainline, Little endian, DSP instructions, Single Precision Floating Point Unit) + * + * The library functions are declared in the public file arm_math.h which is placed in the Include folder. + * Simply include this file and link the appropriate library in the application and begin calling the library functions. The Library supports single + * public header file arm_math.h for Cortex-M cores with little endian and big endian. Same header file will be used for floating point unit(FPU) variants. + * + * + * Examples + * -------- + * + * The library ships with a number of examples which demonstrate how to use the library functions. + * + * Toolchain Support + * ------------ + * + * The library is now tested on Fast Models building with cmake. + * Core M0, M7, A5 are tested. + * + * + * + * Building the Library + * ------------ + * + * The library installer contains a project file to rebuild libraries on MDK toolchain in the CMSIS\\DSP\\Projects\\ARM folder. + * - arm_cortexM_math.uvprojx + * + * + * The libraries can be built by opening the arm_cortexM_math.uvprojx project in MDK-ARM, selecting a specific target, and defining the optional preprocessor macros detailed above. + * + * There is also a work in progress cmake build. The README file is giving more details. + * + * Preprocessor Macros + * ------------ + * + * Each library project have different preprocessor macros. + * + * - ARM_MATH_BIG_ENDIAN: + * + * Define macro ARM_MATH_BIG_ENDIAN to build the library for big endian targets. By default library builds for little endian targets. + * + * - ARM_MATH_MATRIX_CHECK: + * + * Define macro ARM_MATH_MATRIX_CHECK for checking on the input and output sizes of matrices + * + * - ARM_MATH_ROUNDING: + * + * Define macro ARM_MATH_ROUNDING for rounding on support functions + * + * - ARM_MATH_LOOPUNROLL: + * + * Define macro ARM_MATH_LOOPUNROLL to enable manual loop unrolling in DSP functions + * + * - ARM_MATH_NEON: + * + * Define macro ARM_MATH_NEON to enable Neon versions of the DSP functions. + * It is not enabled by default when Neon is available because performances are + * dependent on the compiler and target architecture. + * + * - ARM_MATH_NEON_EXPERIMENTAL: + * + * Define macro ARM_MATH_NEON_EXPERIMENTAL to enable experimental Neon versions of + * of some DSP functions. Experimental Neon versions currently do not have better + * performances than the scalar versions. + * + * - ARM_MATH_HELIUM: + * + * It implies the flags ARM_MATH_MVEF and ARM_MATH_MVEI and ARM_MATH_FLOAT16. + * + * - ARM_MATH_MVEF: + * + * Select Helium versions of the f32 algorithms. + * It implies ARM_MATH_FLOAT16 and ARM_MATH_MVEI. + * + * - ARM_MATH_MVEI: + * + * Select Helium versions of the int and fixed point algorithms. + * + * - ARM_MATH_FLOAT16: + * + * Float16 implementations of some algorithms (Requires MVE extension). + * + *
+ * CMSIS-DSP in ARM::CMSIS Pack + * ----------------------------- + * + * The following files relevant to CMSIS-DSP are present in the ARM::CMSIS Pack directories: + * |File/Folder |Content | + * |---------------------------------|------------------------------------------------------------------------| + * |\b CMSIS\\Documentation\\DSP | This documentation | + * |\b CMSIS\\DSP\\DSP_Lib_TestSuite | DSP_Lib test suite | + * |\b CMSIS\\DSP\\Examples | Example projects demonstrating the usage of the library functions | + * |\b CMSIS\\DSP\\Include | DSP_Lib include files | + * |\b CMSIS\\DSP\\Lib | DSP_Lib binaries | + * |\b CMSIS\\DSP\\Projects | Projects to rebuild DSP_Lib binaries | + * |\b CMSIS\\DSP\\Source | DSP_Lib source files | + * + *
+ * Revision History of CMSIS-DSP + * ------------ + * Please refer to \ref ChangeLog_pg. + */ + + +/** + * @defgroup groupMath Basic Math Functions + */ + +/** + * @defgroup groupFastMath Fast Math Functions + * This set of functions provides a fast approximation to sine, cosine, and square root. + * As compared to most of the other functions in the CMSIS math library, the fast math functions + * operate on individual values and not arrays. + * There are separate functions for Q15, Q31, and floating-point data. + * + */ + +/** + * @defgroup groupCmplxMath Complex Math Functions + * This set of functions operates on complex data vectors. + * The data in the complex arrays is stored in an interleaved fashion + * (real, imag, real, imag, ...). + * In the API functions, the number of samples in a complex array refers + * to the number of complex values; the array contains twice this number of + * real values. + */ + +/** + * @defgroup groupFilters Filtering Functions + */ + +/** + * @defgroup groupMatrix Matrix Functions + * + * This set of functions provides basic matrix math operations. + * The functions operate on matrix data structures. For example, + * the type + * definition for the floating-point matrix structure is shown + * below: + * 
+ *     typedef struct
+ *     {
+ *       uint16_t numRows;     // number of rows of the matrix.
+ *       uint16_t numCols;     // number of columns of the matrix.
+ *       float32_t *pData;     // points to the data of the matrix.
+ *     } arm_matrix_instance_f32;
+ *
+ * There are similar definitions for Q15 and Q31 data types. + * + * The structure specifies the size of the matrix and then points to + * an array of data. The array is of size numRows X numCols + * and the values are arranged in row order. That is, the + * matrix element (i, j) is stored at: + * 
+ *     pData[i*numCols + j]
+ *
+ * + * \par Init Functions + * There is an associated initialization function for each type of matrix + * data structure. + * The initialization function sets the values of the internal structure fields. + * Refer to \ref arm_mat_init_f32(), \ref arm_mat_init_q31() and \ref arm_mat_init_q15() + * for floating-point, Q31 and Q15 types, respectively. + * + * \par + * Use of the initialization function is optional. However, if initialization function is used + * then the instance structure cannot be placed into a const data section. + * To place the instance structure in a const data + * section, manually initialize the data structure. For example: + * 
+ * arm_matrix_instance_f32 S = {nRows, nColumns, pData};
+ * arm_matrix_instance_q31 S = {nRows, nColumns, pData};
+ * arm_matrix_instance_q15 S = {nRows, nColumns, pData};
+ *
+ * where nRows specifies the number of rows, nColumns + * specifies the number of columns, and pData points to the + * data array. + * + * \par Size Checking + * By default all of the matrix functions perform size checking on the input and + * output matrices. For example, the matrix addition function verifies that the + * two input matrices and the output matrix all have the same number of rows and + * columns. If the size check fails the functions return: + * 
+ *     ARM_MATH_SIZE_MISMATCH
+ *
+ * Otherwise the functions return + * 
+ *     ARM_MATH_SUCCESS
+ *
+ * There is some overhead associated with this matrix size checking. + * The matrix size checking is enabled via the \#define + * 
+ *     ARM_MATH_MATRIX_CHECK
+ *
+ * within the library project settings. By default this macro is defined + * and size checking is enabled. By changing the project settings and + * undefining this macro size checking is eliminated and the functions + * run a bit faster. With size checking disabled the functions always + * return ARM_MATH_SUCCESS. + */ + +/** + * @defgroup groupTransforms Transform Functions + */ + +/** + * @defgroup groupController Controller Functions + */ + +/** + * @defgroup groupStats Statistics Functions + */ + +/** + * @defgroup groupSupport Support Functions + */ + +/** + * @defgroup groupInterpolation Interpolation Functions + * These functions perform 1- and 2-dimensional interpolation of data. + * Linear interpolation is used for 1-dimensional data and + * bilinear interpolation is used for 2-dimensional data. + */ + +/** + * @defgroup groupExamples Examples + */ + +/** + * @defgroup groupSVM SVM Functions + * This set of functions is implementing SVM classification on 2 classes. + * The training must be done from scikit-learn. The parameters can be easily + * generated from the scikit-learn object. Some examples are given in + * DSP/Testing/PatternGeneration/SVM.py + * + * If more than 2 classes are needed, the functions in this folder + * will have to be used, as building blocks, to do multi-class classification. + * + * No multi-class classification is provided in this SVM folder. + * + */ + + +/** + * @defgroup groupBayes Bayesian estimators + * + * Implement the naive gaussian Bayes estimator. + * The training must be done from scikit-learn. + * + * The parameters can be easily + * generated from the scikit-learn object. Some examples are given in + * DSP/Testing/PatternGeneration/Bayes.py + */ + +/** + * @defgroup groupDistance Distance functions + * + * Distance functions for use with clustering algorithms. + * There are distance functions for float vectors and boolean vectors. + * + */ + + +#ifndef _ARM_MATH_H +#define _ARM_MATH_H + +#ifdef __cplusplus +extern "C" +{ +#endif + +/* Compiler specific diagnostic adjustment */ +#if defined ( __CC_ARM ) + +#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + +#elif defined ( __GNUC__ ) + #pragma GCC diagnostic push + #pragma GCC diagnostic ignored "-Wsign-conversion" + #pragma GCC diagnostic ignored "-Wconversion" + #pragma GCC diagnostic ignored "-Wunused-parameter" + +#elif defined ( __ICCARM__ ) + +#elif defined ( __TI_ARM__ ) + +#elif defined ( __CSMC__ ) + +#elif defined ( __TASKING__ ) + +#elif defined ( _MSC_VER ) + +#else + #error Unknown compiler +#endif + + +/* Included for instrinsics definitions */ +#if defined (_MSC_VER ) +#include +#define __STATIC_FORCEINLINE static __forceinline +#define __STATIC_INLINE static __inline +#define __ALIGNED(x) __declspec(align(x)) + +#elif defined (__GNUC_PYTHON__) +#include +#define __ALIGNED(x) __attribute__((aligned(x))) +#define __STATIC_FORCEINLINE static __attribute__((inline)) +#define __STATIC_INLINE static __attribute__((inline)) +#pragma GCC diagnostic ignored "-Wunused-function" +#pragma GCC diagnostic ignored "-Wattributes" + +#else +#include "cmsis_compiler.h" +#endif + + + +#include +#include +#include +#include + + +#define F64_MAX ((float64_t)DBL_MAX) +#define F32_MAX ((float32_t)FLT_MAX) + +#if defined(ARM_MATH_FLOAT16) +#define F16_MAX ((float16_t)FLT_MAX) +#endif + +#define F64_MIN (-DBL_MAX) +#define F32_MIN (-FLT_MAX) + +#if defined(ARM_MATH_FLOAT16) +#define F16_MIN (-(float16_t)FLT_MAX) +#endif + +#define F64_ABSMAX ((float64_t)DBL_MAX) +#define F32_ABSMAX ((float32_t)FLT_MAX) + +#if defined(ARM_MATH_FLOAT16) +#define F16_ABSMAX ((float16_t)FLT_MAX) +#endif + +#define F64_ABSMIN ((float64_t)0.0) +#define F32_ABSMIN ((float32_t)0.0) + +#if defined(ARM_MATH_FLOAT16) +#define F16_ABSMIN ((float16_t)0.0) +#endif + +#define Q31_MAX ((q31_t)(0x7FFFFFFFL)) +#define Q15_MAX ((q15_t)(0x7FFF)) +#define Q7_MAX ((q7_t)(0x7F)) +#define Q31_MIN ((q31_t)(0x80000000L)) +#define Q15_MIN ((q15_t)(0x8000)) +#define Q7_MIN ((q7_t)(0x80)) + +#define Q31_ABSMAX ((q31_t)(0x7FFFFFFFL)) +#define Q15_ABSMAX ((q15_t)(0x7FFF)) +#define Q7_ABSMAX ((q7_t)(0x7F)) +#define Q31_ABSMIN ((q31_t)0) +#define Q15_ABSMIN ((q15_t)0) +#define Q7_ABSMIN ((q7_t)0) + +/* evaluate ARM DSP feature */ +#if (defined (__ARM_FEATURE_DSP) && (__ARM_FEATURE_DSP == 1)) + #define ARM_MATH_DSP 1 +#endif + +#if defined(ARM_MATH_NEON) +#include +#endif + +#if defined (ARM_MATH_HELIUM) + #define ARM_MATH_MVEF + #define ARM_MATH_FLOAT16 +#endif + +#if defined (ARM_MATH_MVEF) + #define ARM_MATH_MVEI + #define ARM_MATH_FLOAT16 +#endif + +#if defined (ARM_MATH_HELIUM) || defined(ARM_MATH_MVEF) || defined(ARM_MATH_MVEI) +#include +#endif + + + /** + * @brief Macros required for reciprocal calculation in Normalized LMS + */ + +#define DELTA_Q31 ((q31_t)(0x100)) +#define DELTA_Q15 ((q15_t)0x5) +#define INDEX_MASK 0x0000003F +#ifndef PI + #define PI 3.14159265358979f +#endif + + /** + * @brief Macros required for SINE and COSINE Fast math approximations + */ + +#define FAST_MATH_TABLE_SIZE 512 +#define FAST_MATH_Q31_SHIFT (32 - 10) +#define FAST_MATH_Q15_SHIFT (16 - 10) +#define CONTROLLER_Q31_SHIFT (32 - 9) +#define TABLE_SPACING_Q31 0x400000 +#define TABLE_SPACING_Q15 0x80 + + /** + * @brief Macros required for SINE and COSINE Controller functions + */ + /* 1.31(q31) Fixed value of 2/360 */ + /* -1 to +1 is divided into 360 values so total spacing is (2/360) */ +#define INPUT_SPACING 0xB60B61 + + /** + * @brief Macros for complex numbers + */ + + /* Dimension C vector space */ + #define CMPLX_DIM 2 + + /** + * @brief Error status returned by some functions in the library. + */ + + typedef enum + { + ARM_MATH_SUCCESS = 0, /**< No error */ + ARM_MATH_ARGUMENT_ERROR = -1, /**< One or more arguments are incorrect */ + ARM_MATH_LENGTH_ERROR = -2, /**< Length of data buffer is incorrect */ + ARM_MATH_SIZE_MISMATCH = -3, /**< Size of matrices is not compatible with the operation */ + ARM_MATH_NANINF = -4, /**< Not-a-number (NaN) or infinity is generated */ + ARM_MATH_SINGULAR = -5, /**< Input matrix is singular and cannot be inverted */ + ARM_MATH_TEST_FAILURE = -6 /**< Test Failed */ + } arm_status; + + /** + * @brief 8-bit fractional data type in 1.7 format. + */ + typedef int8_t q7_t; + + /** + * @brief 16-bit fractional data type in 1.15 format. + */ + typedef int16_t q15_t; + + /** + * @brief 32-bit fractional data type in 1.31 format. + */ + typedef int32_t q31_t; + + /** + * @brief 64-bit fractional data type in 1.63 format. + */ + typedef int64_t q63_t; + + /** + * @brief 32-bit floating-point type definition. + */ + typedef float float32_t; + + /** + * @brief 64-bit floating-point type definition. + */ + typedef double float64_t; + + /** + * @brief vector types + */ +#if defined(ARM_MATH_NEON) || defined (ARM_MATH_MVEI) + /** + * @brief 64-bit fractional 128-bit vector data type in 1.63 format + */ + typedef int64x2_t q63x2_t; + + /** + * @brief 32-bit fractional 128-bit vector data type in 1.31 format. + */ + typedef int32x4_t q31x4_t; + + /** + * @brief 16-bit fractional 128-bit vector data type with 16-bit alignement in 1.15 format. + */ + typedef __ALIGNED(2) int16x8_t q15x8_t; + + /** + * @brief 8-bit fractional 128-bit vector data type with 8-bit alignement in 1.7 format. + */ + typedef __ALIGNED(1) int8x16_t q7x16_t; + + /** + * @brief 32-bit fractional 128-bit vector pair data type in 1.31 format. + */ + typedef int32x4x2_t q31x4x2_t; + + /** + * @brief 32-bit fractional 128-bit vector quadruplet data type in 1.31 format. + */ + typedef int32x4x4_t q31x4x4_t; + + /** + * @brief 16-bit fractional 128-bit vector pair data type in 1.15 format. + */ + typedef int16x8x2_t q15x8x2_t; + + /** + * @brief 16-bit fractional 128-bit vector quadruplet data type in 1.15 format. + */ + typedef int16x8x4_t q15x8x4_t; + + /** + * @brief 8-bit fractional 128-bit vector pair data type in 1.7 format. + */ + typedef int8x16x2_t q7x16x2_t; + + /** + * @brief 8-bit fractional 128-bit vector quadruplet data type in 1.7 format. + */ + typedef int8x16x4_t q7x16x4_t; + + /** + * @brief 32-bit fractional data type in 9.23 format. + */ + typedef int32_t q23_t; + + /** + * @brief 32-bit fractional 128-bit vector data type in 9.23 format. + */ + typedef int32x4_t q23x4_t; + + /** + * @brief 64-bit status 128-bit vector data type. + */ + typedef int64x2_t status64x2_t; + + /** + * @brief 32-bit status 128-bit vector data type. + */ + typedef int32x4_t status32x4_t; + + /** + * @brief 16-bit status 128-bit vector data type. + */ + typedef int16x8_t status16x8_t; + + /** + * @brief 8-bit status 128-bit vector data type. + */ + typedef int8x16_t status8x16_t; + + +#endif + +#if defined(ARM_MATH_NEON) || defined(ARM_MATH_MVEF) /* floating point vector*/ + /** + * @brief 32-bit floating-point 128-bit vector type + */ + typedef float32x4_t f32x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 128-bit vector data type + */ + typedef __ALIGNED(2) float16x8_t f16x8_t; +#endif + + /** + * @brief 32-bit floating-point 128-bit vector pair data type + */ + typedef float32x4x2_t f32x4x2_t; + + /** + * @brief 32-bit floating-point 128-bit vector quadruplet data type + */ + typedef float32x4x4_t f32x4x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 128-bit vector pair data type + */ + typedef float16x8x2_t f16x8x2_t; + + /** + * @brief 16-bit floating-point 128-bit vector quadruplet data type + */ + typedef float16x8x4_t f16x8x4_t; +#endif + + /** + * @brief 32-bit ubiquitous 128-bit vector data type + */ + typedef union _any32x4_t + { + float32x4_t f; + int32x4_t i; + } any32x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit ubiquitous 128-bit vector data type + */ + typedef union _any16x8_t + { + float16x8_t f; + int16x8_t i; + } any16x8_t; +#endif + +#endif + +#if defined(ARM_MATH_NEON) + /** + * @brief 32-bit fractional 64-bit vector data type in 1.31 format. + */ + typedef int32x2_t q31x2_t; + + /** + * @brief 16-bit fractional 64-bit vector data type in 1.15 format. + */ + typedef __ALIGNED(2) int16x4_t q15x4_t; + + /** + * @brief 8-bit fractional 64-bit vector data type in 1.7 format. + */ + typedef __ALIGNED(1) int8x8_t q7x8_t; + + /** + * @brief 32-bit float 64-bit vector data type. + */ + typedef float32x2_t f32x2_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit float 64-bit vector data type. + */ + typedef __ALIGNED(2) float16x4_t f16x4_t; +#endif + + /** + * @brief 32-bit floating-point 128-bit vector triplet data type + */ + typedef float32x4x3_t f32x4x3_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 128-bit vector triplet data type + */ + typedef float16x8x3_t f16x8x3_t; +#endif + + /** + * @brief 32-bit fractional 128-bit vector triplet data type in 1.31 format + */ + typedef int32x4x3_t q31x4x3_t; + + /** + * @brief 16-bit fractional 128-bit vector triplet data type in 1.15 format + */ + typedef int16x8x3_t q15x8x3_t; + + /** + * @brief 8-bit fractional 128-bit vector triplet data type in 1.7 format + */ + typedef int8x16x3_t q7x16x3_t; + + /** + * @brief 32-bit floating-point 64-bit vector pair data type + */ + typedef float32x2x2_t f32x2x2_t; + + /** + * @brief 32-bit floating-point 64-bit vector triplet data type + */ + typedef float32x2x3_t f32x2x3_t; + + /** + * @brief 32-bit floating-point 64-bit vector quadruplet data type + */ + typedef float32x2x4_t f32x2x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 64-bit vector pair data type + */ + typedef float16x4x2_t f16x4x2_t; + + /** + * @brief 16-bit floating-point 64-bit vector triplet data type + */ + typedef float16x4x3_t f16x4x3_t; + + /** + * @brief 16-bit floating-point 64-bit vector quadruplet data type + */ + typedef float16x4x4_t f16x4x4_t; +#endif + + /** + * @brief 32-bit fractional 64-bit vector pair data type in 1.31 format + */ + typedef int32x2x2_t q31x2x2_t; + + /** + * @brief 32-bit fractional 64-bit vector triplet data type in 1.31 format + */ + typedef int32x2x3_t q31x2x3_t; + + /** + * @brief 32-bit fractional 64-bit vector quadruplet data type in 1.31 format + */ + typedef int32x4x3_t q31x2x4_t; + + /** + * @brief 16-bit fractional 64-bit vector pair data type in 1.15 format + */ + typedef int16x4x2_t q15x4x2_t; + + /** + * @brief 16-bit fractional 64-bit vector triplet data type in 1.15 format + */ + typedef int16x4x2_t q15x4x3_t; + + /** + * @brief 16-bit fractional 64-bit vector quadruplet data type in 1.15 format + */ + typedef int16x4x3_t q15x4x4_t; + + /** + * @brief 8-bit fractional 64-bit vector pair data type in 1.7 format + */ + typedef int8x8x2_t q7x8x2_t; + + /** + * @brief 8-bit fractional 64-bit vector triplet data type in 1.7 format + */ + typedef int8x8x3_t q7x8x3_t; + + /** + * @brief 8-bit fractional 64-bit vector quadruplet data type in 1.7 format + */ + typedef int8x8x4_t q7x8x4_t; + + /** + * @brief 32-bit ubiquitous 64-bit vector data type + */ + typedef union _any32x2_t + { + float32x2_t f; + int32x2_t i; + } any32x2_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit ubiquitous 64-bit vector data type + */ + typedef union _any16x4_t + { + float16x4_t f; + int16x4_t i; + } any16x4_t; +#endif + + /** + * @brief 32-bit status 64-bit vector data type. + */ + typedef int32x4_t status32x2_t; + + /** + * @brief 16-bit status 64-bit vector data type. + */ + typedef int16x8_t status16x4_t; + + /** + * @brief 8-bit status 64-bit vector data type. + */ + typedef int8x16_t status8x8_t; + +#endif + + + +/** + @brief definition to read/write two 16 bit values. + @deprecated + */ +#if defined ( __CC_ARM ) + #define __SIMD32_TYPE int32_t __packed +#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + #define __SIMD32_TYPE int32_t +#elif defined ( __GNUC__ ) + #define __SIMD32_TYPE int32_t +#elif defined ( __ICCARM__ ) + #define __SIMD32_TYPE int32_t __packed +#elif defined ( __TI_ARM__ ) + #define __SIMD32_TYPE int32_t +#elif defined ( __CSMC__ ) + #define __SIMD32_TYPE int32_t +#elif defined ( __TASKING__ ) + #define __SIMD32_TYPE __un(aligned) int32_t +#elif defined(_MSC_VER ) + #define __SIMD32_TYPE int32_t +#else + #error Unknown compiler +#endif + +#define __SIMD32(addr) (*(__SIMD32_TYPE **) & (addr)) +#define __SIMD32_CONST(addr) ( (__SIMD32_TYPE * ) (addr)) +#define _SIMD32_OFFSET(addr) (*(__SIMD32_TYPE * ) (addr)) +#define __SIMD64(addr) (*( int64_t **) & (addr)) + +#define STEP(x) (x) <= 0 ? 0 : 1 +#define SQ(x) ((x) * (x)) + +/* SIMD replacement */ + + +/** + @brief Read 2 Q15 from Q15 pointer. + @param[in] pQ15 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q15x2 ( + q15_t * pQ15) +{ + q31_t val; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, pQ15, 4); +#else + val = (pQ15[1] << 16) | (pQ15[0] & 0x0FFFF) ; +#endif + + return (val); +} + +/** + @brief Read 2 Q15 from Q15 pointer and increment pointer afterwards. + @param[in] pQ15 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q15x2_ia ( + q15_t ** pQ15) +{ + q31_t val; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ15, 4); +#else + val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); +#endif + + *pQ15 += 2; + return (val); +} + +/** + @brief Read 2 Q15 from Q15 pointer and decrement pointer afterwards. + @param[in] pQ15 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q15x2_da ( + q15_t ** pQ15) +{ + q31_t val; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ15, 4); +#else + val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); +#endif + + *pQ15 -= 2; + return (val); +} + +/** + @brief Write 2 Q15 to Q15 pointer and increment pointer afterwards. + @param[in] pQ15 points to input value + @param[in] value Q31 value + @return none + */ +__STATIC_FORCEINLINE void write_q15x2_ia ( + q15_t ** pQ15, + q31_t value) +{ + q31_t val = value; +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (*pQ15, &val, 4); +#else + (*pQ15)[0] = (val & 0x0FFFF); + (*pQ15)[1] = (val >> 16) & 0x0FFFF; +#endif + + *pQ15 += 2; +} + +/** + @brief Write 2 Q15 to Q15 pointer. + @param[in] pQ15 points to input value + @param[in] value Q31 value + @return none + */ +__STATIC_FORCEINLINE void write_q15x2 ( + q15_t * pQ15, + q31_t value) +{ + q31_t val = value; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (pQ15, &val, 4); +#else + pQ15[0] = val & 0x0FFFF; + pQ15[1] = val >> 16; +#endif +} + + +/** + @brief Read 4 Q7 from Q7 pointer and increment pointer afterwards. + @param[in] pQ7 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q7x4_ia ( + q7_t ** pQ7) +{ + q31_t val; + + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ7, 4); +#else + val =(((*pQ7)[3] & 0x0FF) << 24) | (((*pQ7)[2] & 0x0FF) << 16) | (((*pQ7)[1] & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); +#endif + + *pQ7 += 4; + + return (val); +} + +/** + @brief Read 4 Q7 from Q7 pointer and decrement pointer afterwards. + @param[in] pQ7 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q7x4_da ( + q7_t ** pQ7) +{ + q31_t val; +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ7, 4); +#else + val = ((((*pQ7)[3]) & 0x0FF) << 24) | ((((*pQ7)[2]) & 0x0FF) << 16) | ((((*pQ7)[1]) & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); +#endif + *pQ7 -= 4; + + return (val); +} + +/** + @brief Write 4 Q7 to Q7 pointer and increment pointer afterwards. + @param[in] pQ7 points to input value + @param[in] value Q31 value + @return none + */ +__STATIC_FORCEINLINE void write_q7x4_ia ( + q7_t ** pQ7, + q31_t value) +{ + q31_t val = value; +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (*pQ7, &val, 4); +#else + (*pQ7)[0] = val & 0x0FF; + (*pQ7)[1] = (val >> 8) & 0x0FF; + (*pQ7)[2] = (val >> 16) & 0x0FF; + (*pQ7)[3] = (val >> 24) & 0x0FF; + +#endif + *pQ7 += 4; +} + +/* + +Normally those kind of definitions are in a compiler file +in Core or Core_A. + +But for MSVC compiler it is a bit special. The goal is very specific +to CMSIS-DSP and only to allow the use of this library from other +systems like Python or Matlab. + +MSVC is not going to be used to cross-compile to ARM. So, having a MSVC +compiler file in Core or Core_A would not make sense. + +*/ +#if defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) + __STATIC_FORCEINLINE uint8_t __CLZ(uint32_t data) + { + if (data == 0U) { return 32U; } + + uint32_t count = 0U; + uint32_t mask = 0x80000000U; + + while ((data & mask) == 0U) + { + count += 1U; + mask = mask >> 1U; + } + return count; + } + + __STATIC_FORCEINLINE int32_t __SSAT(int32_t val, uint32_t sat) + { + if ((sat >= 1U) && (sat <= 32U)) + { + const int32_t max = (int32_t)((1U << (sat - 1U)) - 1U); + const int32_t min = -1 - max ; + if (val > max) + { + return max; + } + else if (val < min) + { + return min; + } + } + return val; + } + + __STATIC_FORCEINLINE uint32_t __USAT(int32_t val, uint32_t sat) + { + if (sat <= 31U) + { + const uint32_t max = ((1U << sat) - 1U); + if (val > (int32_t)max) + { + return max; + } + else if (val < 0) + { + return 0U; + } + } + return (uint32_t)val; + } +#endif + +#ifndef ARM_MATH_DSP + /** + * @brief definition to pack two 16 bit values. + */ + #define __PKHBT(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0x0000FFFF) | \ + (((int32_t)(ARG2) << ARG3) & (int32_t)0xFFFF0000) ) + #define __PKHTB(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0xFFFF0000) | \ + (((int32_t)(ARG2) >> ARG3) & (int32_t)0x0000FFFF) ) +#endif + + /** + * @brief definition to pack four 8 bit values. + */ +#ifndef ARM_MATH_BIG_ENDIAN + #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v0) << 0) & (int32_t)0x000000FF) | \ + (((int32_t)(v1) << 8) & (int32_t)0x0000FF00) | \ + (((int32_t)(v2) << 16) & (int32_t)0x00FF0000) | \ + (((int32_t)(v3) << 24) & (int32_t)0xFF000000) ) +#else + #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v3) << 0) & (int32_t)0x000000FF) | \ + (((int32_t)(v2) << 8) & (int32_t)0x0000FF00) | \ + (((int32_t)(v1) << 16) & (int32_t)0x00FF0000) | \ + (((int32_t)(v0) << 24) & (int32_t)0xFF000000) ) +#endif + + + /** + * @brief Clips Q63 to Q31 values. + */ + __STATIC_FORCEINLINE q31_t clip_q63_to_q31( + q63_t x) + { + return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? + ((0x7FFFFFFF ^ ((q31_t) (x >> 63)))) : (q31_t) x; + } + + /** + * @brief Clips Q63 to Q15 values. + */ + __STATIC_FORCEINLINE q15_t clip_q63_to_q15( + q63_t x) + { + return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? + ((0x7FFF ^ ((q15_t) (x >> 63)))) : (q15_t) (x >> 15); + } + + /** + * @brief Clips Q31 to Q7 values. + */ + __STATIC_FORCEINLINE q7_t clip_q31_to_q7( + q31_t x) + { + return ((q31_t) (x >> 24) != ((q31_t) x >> 23)) ? + ((0x7F ^ ((q7_t) (x >> 31)))) : (q7_t) x; + } + + /** + * @brief Clips Q31 to Q15 values. + */ + __STATIC_FORCEINLINE q15_t clip_q31_to_q15( + q31_t x) + { + return ((q31_t) (x >> 16) != ((q31_t) x >> 15)) ? + ((0x7FFF ^ ((q15_t) (x >> 31)))) : (q15_t) x; + } + + /** + * @brief Multiplies 32 X 64 and returns 32 bit result in 2.30 format. + */ + __STATIC_FORCEINLINE q63_t mult32x64( + q63_t x, + q31_t y) + { + return ((((q63_t) (x & 0x00000000FFFFFFFF) * y) >> 32) + + (((q63_t) (x >> 32) * y) ) ); + } + + /** + * @brief Function to Calculates 1/in (reciprocal) value of Q31 Data type. + */ + __STATIC_FORCEINLINE uint32_t arm_recip_q31( + q31_t in, + q31_t * dst, + const q31_t * pRecipTable) + { + q31_t out; + uint32_t tempVal; + uint32_t index, i; + uint32_t signBits; + + if (in > 0) + { + signBits = ((uint32_t) (__CLZ( in) - 1)); + } + else + { + signBits = ((uint32_t) (__CLZ(-in) - 1)); + } + + /* Convert input sample to 1.31 format */ + in = (in << signBits); + + /* calculation of index for initial approximated Val */ + index = (uint32_t)(in >> 24); + index = (index & INDEX_MASK); + + /* 1.31 with exp 1 */ + out = pRecipTable[index]; + + /* calculation of reciprocal value */ + /* running approximation for two iterations */ + for (i = 0U; i < 2U; i++) + { + tempVal = (uint32_t) (((q63_t) in * out) >> 31); + tempVal = 0x7FFFFFFFu - tempVal; + /* 1.31 with exp 1 */ + /* out = (q31_t) (((q63_t) out * tempVal) >> 30); */ + out = clip_q63_to_q31(((q63_t) out * tempVal) >> 30); + } + + /* write output */ + *dst = out; + + /* return num of signbits of out = 1/in value */ + return (signBits + 1U); + } + + + /** + * @brief Function to Calculates 1/in (reciprocal) value of Q15 Data type. + */ + __STATIC_FORCEINLINE uint32_t arm_recip_q15( + q15_t in, + q15_t * dst, + const q15_t * pRecipTable) + { + q15_t out = 0; + uint32_t tempVal = 0; + uint32_t index = 0, i = 0; + uint32_t signBits = 0; + + if (in > 0) + { + signBits = ((uint32_t)(__CLZ( in) - 17)); + } + else + { + signBits = ((uint32_t)(__CLZ(-in) - 17)); + } + + /* Convert input sample to 1.15 format */ + in = (in << signBits); + + /* calculation of index for initial approximated Val */ + index = (uint32_t)(in >> 8); + index = (index & INDEX_MASK); + + /* 1.15 with exp 1 */ + out = pRecipTable[index]; + + /* calculation of reciprocal value */ + /* running approximation for two iterations */ + for (i = 0U; i < 2U; i++) + { + tempVal = (uint32_t) (((q31_t) in * out) >> 15); + tempVal = 0x7FFFu - tempVal; + /* 1.15 with exp 1 */ + out = (q15_t) (((q31_t) out * tempVal) >> 14); + /* out = clip_q31_to_q15(((q31_t) out * tempVal) >> 14); */ + } + + /* write output */ + *dst = out; + + /* return num of signbits of out = 1/in value */ + return (signBits + 1); + } + +/** + * @brief Integer exponentiation + * @param[in] x value + * @param[in] nb integer exponent >= 1 + * @return x^nb + * + */ +__STATIC_INLINE float32_t arm_exponent_f32(float32_t x, int32_t nb) +{ + float32_t r = x; + nb --; + while(nb > 0) + { + r = r * x; + nb--; + } + return(r); +} + +/** + * @brief 64-bit to 32-bit unsigned normalization + * @param[in] in is input unsigned long long value + * @param[out] normalized is the 32-bit normalized value + * @param[out] norm is norm scale + */ +__STATIC_INLINE void arm_norm_64_to_32u(uint64_t in, int32_t * normalized, int32_t *norm) +{ + int32_t n1; + int32_t hi = (int32_t) (in >> 32); + int32_t lo = (int32_t) ((in << 32) >> 32); + + n1 = __CLZ(hi) - 32; + if (!n1) + { + /* + * input fits in 32-bit + */ + n1 = __CLZ(lo); + if (!n1) + { + /* + * MSB set, need to scale down by 1 + */ + *norm = -1; + *normalized = (((uint32_t) lo) >> 1); + } else + { + if (n1 == 32) + { + /* + * input is zero + */ + *norm = 0; + *normalized = 0; + } else + { + /* + * 32-bit normalization + */ + *norm = n1 - 1; + *normalized = lo << *norm; + } + } + } else + { + /* + * input fits in 64-bit + */ + n1 = 1 - n1; + *norm = -n1; + /* + * 64 bit normalization + */ + *normalized = (((uint32_t) lo) >> n1) | (hi << (32 - n1)); + } +} + +__STATIC_INLINE q31_t arm_div_q63_to_q31(q63_t num, q31_t den) +{ + q31_t result; + uint64_t absNum; + int32_t normalized; + int32_t norm; + + /* + * if sum fits in 32bits + * avoid costly 64-bit division + */ + absNum = num > 0 ? num : -num; + arm_norm_64_to_32u(absNum, &normalized, &norm); + if (norm > 0) + /* + * 32-bit division + */ + result = (q31_t) num / den; + else + /* + * 64-bit division + */ + result = (q31_t) (num / den); + + return result; +} + + +/* + * @brief C custom defined intrinsic functions + */ +#if !defined (ARM_MATH_DSP) + + /* + * @brief C custom defined QADD8 + */ + __STATIC_FORCEINLINE uint32_t __QADD8( + uint32_t x, + uint32_t y) + { + q31_t r, s, t, u; + + r = __SSAT(((((q31_t)x << 24) >> 24) + (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; + s = __SSAT(((((q31_t)x << 16) >> 24) + (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; + t = __SSAT(((((q31_t)x << 8) >> 24) + (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; + u = __SSAT(((((q31_t)x ) >> 24) + (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; + + return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); + } + + + /* + * @brief C custom defined QSUB8 + */ + __STATIC_FORCEINLINE uint32_t __QSUB8( + uint32_t x, + uint32_t y) + { + q31_t r, s, t, u; + + r = __SSAT(((((q31_t)x << 24) >> 24) - (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; + s = __SSAT(((((q31_t)x << 16) >> 24) - (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; + t = __SSAT(((((q31_t)x << 8) >> 24) - (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; + u = __SSAT(((((q31_t)x ) >> 24) - (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; + + return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); + } + + + /* + * @brief C custom defined QADD16 + */ + __STATIC_FORCEINLINE uint32_t __QADD16( + uint32_t x, + uint32_t y) + { +/* q31_t r, s; without initialisation 'arm_offset_q15 test' fails but 'intrinsic' tests pass! for armCC */ + q31_t r = 0, s = 0; + + r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHADD16 + */ + __STATIC_FORCEINLINE uint32_t __SHADD16( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined QSUB16 + */ + __STATIC_FORCEINLINE uint32_t __QSUB16( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHSUB16 + */ + __STATIC_FORCEINLINE uint32_t __SHSUB16( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined QASX + */ + __STATIC_FORCEINLINE uint32_t __QASX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHASX + */ + __STATIC_FORCEINLINE uint32_t __SHASX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined QSAX + */ + __STATIC_FORCEINLINE uint32_t __QSAX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHSAX + */ + __STATIC_FORCEINLINE uint32_t __SHSAX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SMUSDX + */ + __STATIC_FORCEINLINE uint32_t __SMUSDX( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); + } + + /* + * @brief C custom defined SMUADX + */ + __STATIC_FORCEINLINE uint32_t __SMUADX( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); + } + + + /* + * @brief C custom defined QADD + */ + __STATIC_FORCEINLINE int32_t __QADD( + int32_t x, + int32_t y) + { + return ((int32_t)(clip_q63_to_q31((q63_t)x + (q31_t)y))); + } + + + /* + * @brief C custom defined QSUB + */ + __STATIC_FORCEINLINE int32_t __QSUB( + int32_t x, + int32_t y) + { + return ((int32_t)(clip_q63_to_q31((q63_t)x - (q31_t)y))); + } + + + /* + * @brief C custom defined SMLAD + */ + __STATIC_FORCEINLINE uint32_t __SMLAD( + uint32_t x, + uint32_t y, + uint32_t sum) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + + ( ((q31_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLADX + */ + __STATIC_FORCEINLINE uint32_t __SMLADX( + uint32_t x, + uint32_t y, + uint32_t sum) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + + ( ((q31_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLSDX + */ + __STATIC_FORCEINLINE uint32_t __SMLSDX( + uint32_t x, + uint32_t y, + uint32_t sum) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + + ( ((q31_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLALD + */ + __STATIC_FORCEINLINE uint64_t __SMLALD( + uint32_t x, + uint32_t y, + uint64_t sum) + { +/* return (sum + ((q15_t) (x >> 16) * (q15_t) (y >> 16)) + ((q15_t) x * (q15_t) y)); */ + return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + + ( ((q63_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLALDX + */ + __STATIC_FORCEINLINE uint64_t __SMLALDX( + uint32_t x, + uint32_t y, + uint64_t sum) + { +/* return (sum + ((q15_t) (x >> 16) * (q15_t) y)) + ((q15_t) x * (q15_t) (y >> 16)); */ + return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + + ( ((q63_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMUAD + */ + __STATIC_FORCEINLINE uint32_t __SMUAD( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); + } + + + /* + * @brief C custom defined SMUSD + */ + __STATIC_FORCEINLINE uint32_t __SMUSD( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) - + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); + } + + + /* + * @brief C custom defined SXTB16 + */ + __STATIC_FORCEINLINE uint32_t __SXTB16( + uint32_t x) + { + return ((uint32_t)(((((q31_t)x << 24) >> 24) & (q31_t)0x0000FFFF) | + ((((q31_t)x << 8) >> 8) & (q31_t)0xFFFF0000) )); + } + + /* + * @brief C custom defined SMMLA + */ + __STATIC_FORCEINLINE int32_t __SMMLA( + int32_t x, + int32_t y, + int32_t sum) + { + return (sum + (int32_t) (((int64_t) x * y) >> 32)); + } + +#endif /* !defined (ARM_MATH_DSP) */ + + + /** + * @brief Instance structure for the Q7 FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + q7_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + } arm_fir_instance_q7; + + /** + * @brief Instance structure for the Q15 FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + } arm_fir_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + } arm_fir_instance_q31; + + /** + * @brief Instance structure for the floating-point FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + } arm_fir_instance_f32; + + /** + * @brief Processing function for the Q7 FIR filter. + * @param[in] S points to an instance of the Q7 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_q7( + const arm_fir_instance_q7 * S, + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q7 FIR filter. + * @param[in,out] S points to an instance of the Q7 FIR structure. + * @param[in] numTaps Number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed. + */ + void arm_fir_init_q7( + arm_fir_instance_q7 * S, + uint16_t numTaps, + const q7_t * pCoeffs, + q7_t * pState, + uint32_t blockSize); + + /** + * @brief Processing function for the Q15 FIR filter. + * @param[in] S points to an instance of the Q15 FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_q15( + const arm_fir_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the fast Q15 FIR filter (fast version). + * @param[in] S points to an instance of the Q15 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_fast_q15( + const arm_fir_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q15 FIR filter. + * @param[in,out] S points to an instance of the Q15 FIR filter structure. + * @param[in] numTaps Number of filter coefficients in the filter. Must be even and greater than or equal to 4. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed at a time. + * @return The function returns either + * ARM_MATH_SUCCESS if initialization was successful or + * ARM_MATH_ARGUMENT_ERROR if numTaps is not a supported value. + */ + arm_status arm_fir_init_q15( + arm_fir_instance_q15 * S, + uint16_t numTaps, + const q15_t * pCoeffs, + q15_t * pState, + uint32_t blockSize); + + /** + * @brief Processing function for the Q31 FIR filter. + * @param[in] S points to an instance of the Q31 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_q31( + const arm_fir_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the fast Q31 FIR filter (fast version). + * @param[in] S points to an instance of the Q31 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_fast_q31( + const arm_fir_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q31 FIR filter. + * @param[in,out] S points to an instance of the Q31 FIR structure. + * @param[in] numTaps Number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed at a time. + */ + void arm_fir_init_q31( + arm_fir_instance_q31 * S, + uint16_t numTaps, + const q31_t * pCoeffs, + q31_t * pState, + uint32_t blockSize); + + /** + * @brief Processing function for the floating-point FIR filter. + * @param[in] S points to an instance of the floating-point FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_f32( + const arm_fir_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the floating-point FIR filter. + * @param[in,out] S points to an instance of the floating-point FIR filter structure. + * @param[in] numTaps Number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed at a time. + */ + void arm_fir_init_f32( + arm_fir_instance_f32 * S, + uint16_t numTaps, + const float32_t * pCoeffs, + float32_t * pState, + uint32_t blockSize); + + /** + * @brief Instance structure for the Q15 Biquad cascade filter. + */ + typedef struct + { + int8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + q15_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ + const q15_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ + int8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ + } arm_biquad_casd_df1_inst_q15; + + /** + * @brief Instance structure for the Q31 Biquad cascade filter. + */ + typedef struct + { + uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + q31_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ + const q31_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ + uint8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ + } arm_biquad_casd_df1_inst_q31; + + /** + * @brief Instance structure for the floating-point Biquad cascade filter. + */ + typedef struct + { + uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float32_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ + const float32_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_casd_df1_inst_f32; + +#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) + /** + * @brief Instance structure for the modified Biquad coefs required by vectorized code. + */ + typedef struct + { + float32_t coeffs[8][4]; /**< Points to the array of modified coefficients. The array is of length 32. There is one per stage */ + } arm_biquad_mod_coef_f32; +#endif + + /** + * @brief Processing function for the Q15 Biquad cascade filter. + * @param[in] S points to an instance of the Q15 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_q15( + const arm_biquad_casd_df1_inst_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q15 Biquad cascade filter. + * @param[in,out] S points to an instance of the Q15 Biquad cascade structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format + */ + void arm_biquad_cascade_df1_init_q15( + arm_biquad_casd_df1_inst_q15 * S, + uint8_t numStages, + const q15_t * pCoeffs, + q15_t * pState, + int8_t postShift); + + /** + * @brief Fast but less precise processing function for the Q15 Biquad cascade filter for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q15 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_fast_q15( + const arm_biquad_casd_df1_inst_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the Q31 Biquad cascade filter + * @param[in] S points to an instance of the Q31 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_q31( + const arm_biquad_casd_df1_inst_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Fast but less precise processing function for the Q31 Biquad cascade filter for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q31 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_fast_q31( + const arm_biquad_casd_df1_inst_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q31 Biquad cascade filter. + * @param[in,out] S points to an instance of the Q31 Biquad cascade structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format + */ + void arm_biquad_cascade_df1_init_q31( + arm_biquad_casd_df1_inst_q31 * S, + uint8_t numStages, + const q31_t * pCoeffs, + q31_t * pState, + int8_t postShift); + + /** + * @brief Processing function for the floating-point Biquad cascade filter. + * @param[in] S points to an instance of the floating-point Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_f32( + const arm_biquad_casd_df1_inst_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the floating-point Biquad cascade filter. + * @param[in,out] S points to an instance of the floating-point Biquad cascade structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pCoeffsMod points to the modified filter coefficients (only MVE version). + * @param[in] pState points to the state buffer. + */ +#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) + void arm_biquad_cascade_df1_mve_init_f32( + arm_biquad_casd_df1_inst_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + arm_biquad_mod_coef_f32 * pCoeffsMod, + float32_t * pState); +#endif + + void arm_biquad_cascade_df1_init_f32( + arm_biquad_casd_df1_inst_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Compute the logical bitwise AND of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_and_u16( + const uint16_t * pSrcA, + const uint16_t * pSrcB, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise AND of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_and_u32( + const uint32_t * pSrcA, + const uint32_t * pSrcB, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise AND of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_and_u8( + const uint8_t * pSrcA, + const uint8_t * pSrcB, + uint8_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise OR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_or_u16( + const uint16_t * pSrcA, + const uint16_t * pSrcB, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise OR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_or_u32( + const uint32_t * pSrcA, + const uint32_t * pSrcB, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise OR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_or_u8( + const uint8_t * pSrcA, + const uint8_t * pSrcB, + uint8_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise NOT of a fixed-point vector. + * @param[in] pSrc points to input vector + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_not_u16( + const uint16_t * pSrc, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise NOT of a fixed-point vector. + * @param[in] pSrc points to input vector + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_not_u32( + const uint32_t * pSrc, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise NOT of a fixed-point vector. + * @param[in] pSrc points to input vector + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_not_u8( + const uint8_t * pSrc, + uint8_t * pDst, + uint32_t blockSize); + +/** + * @brief Compute the logical bitwise XOR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_xor_u16( + const uint16_t * pSrcA, + const uint16_t * pSrcB, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise XOR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_xor_u32( + const uint32_t * pSrcA, + const uint32_t * pSrcB, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise XOR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_xor_u8( + const uint8_t * pSrcA, + const uint8_t * pSrcB, + uint8_t * pDst, + uint32_t blockSize); + + /** + * @brief Struct for specifying sorting algorithm + */ + typedef enum + { + ARM_SORT_BITONIC = 0, + /**< Bitonic sort */ + ARM_SORT_BUBBLE = 1, + /**< Bubble sort */ + ARM_SORT_HEAP = 2, + /**< Heap sort */ + ARM_SORT_INSERTION = 3, + /**< Insertion sort */ + ARM_SORT_QUICK = 4, + /**< Quick sort */ + ARM_SORT_SELECTION = 5 + /**< Selection sort */ + } arm_sort_alg; + + /** + * @brief Struct for specifying sorting algorithm + */ + typedef enum + { + ARM_SORT_DESCENDING = 0, + /**< Descending order (9 to 0) */ + ARM_SORT_ASCENDING = 1 + /**< Ascending order (0 to 9) */ + } arm_sort_dir; + + /** + * @brief Instance structure for the sorting algorithms. + */ + typedef struct + { + arm_sort_alg alg; /**< Sorting algorithm selected */ + arm_sort_dir dir; /**< Sorting order (direction) */ + } arm_sort_instance_f32; + + /** + * @param[in] S points to an instance of the sorting structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_sort_f32( + const arm_sort_instance_f32 * S, + float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @param[in,out] S points to an instance of the sorting structure. + * @param[in] alg Selected algorithm. + * @param[in] dir Sorting order. + */ + void arm_sort_init_f32( + arm_sort_instance_f32 * S, + arm_sort_alg alg, + arm_sort_dir dir); + + /** + * @brief Instance structure for the sorting algorithms. + */ + typedef struct + { + arm_sort_dir dir; /**< Sorting order (direction) */ + float32_t * buffer; /**< Working buffer */ + } arm_merge_sort_instance_f32; + + /** + * @param[in] S points to an instance of the sorting structure. + * @param[in,out] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_merge_sort_f32( + const arm_merge_sort_instance_f32 * S, + float32_t *pSrc, + float32_t *pDst, + uint32_t blockSize); + + /** + * @param[in,out] S points to an instance of the sorting structure. + * @param[in] dir Sorting order. + * @param[in] buffer Working buffer. + */ + void arm_merge_sort_init_f32( + arm_merge_sort_instance_f32 * S, + arm_sort_dir dir, + float32_t * buffer); + + /** + * @brief Struct for specifying cubic spline type + */ + typedef enum + { + ARM_SPLINE_NATURAL = 0, /**< Natural spline */ + ARM_SPLINE_PARABOLIC_RUNOUT = 1 /**< Parabolic runout spline */ + } arm_spline_type; + + /** + * @brief Instance structure for the floating-point cubic spline interpolation. + */ + typedef struct + { + arm_spline_type type; /**< Type (boundary conditions) */ + const float32_t * x; /**< x values */ + const float32_t * y; /**< y values */ + uint32_t n_x; /**< Number of known data points */ + float32_t * coeffs; /**< Coefficients buffer (b,c, and d) */ + } arm_spline_instance_f32; + + /** + * @brief Processing function for the floating-point cubic spline interpolation. + * @param[in] S points to an instance of the floating-point spline structure. + * @param[in] xq points to the x values ot the interpolated data points. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples of output data. + */ + void arm_spline_f32( + arm_spline_instance_f32 * S, + const float32_t * xq, + float32_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the floating-point cubic spline interpolation. + * @param[in,out] S points to an instance of the floating-point spline structure. + * @param[in] type type of cubic spline interpolation (boundary conditions) + * @param[in] x points to the x values of the known data points. + * @param[in] y points to the y values of the known data points. + * @param[in] n number of known data points. + * @param[in] coeffs coefficients array for b, c, and d + * @param[in] tempBuffer buffer array for internal computations + */ + void arm_spline_init_f32( + arm_spline_instance_f32 * S, + arm_spline_type type, + const float32_t * x, + const float32_t * y, + uint32_t n, + float32_t * coeffs, + float32_t * tempBuffer); + + /** + * @brief Instance structure for the floating-point matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + float32_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_f32; + + /** + * @brief Instance structure for the floating-point matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + float64_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_f64; + + /** + * @brief Instance structure for the Q15 matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + q15_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_q15; + + /** + * @brief Instance structure for the Q31 matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + q31_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_q31; + + /** + * @brief Floating-point matrix addition. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_add_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix addition. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_add_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix addition. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_add_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point, complex, matrix multiplication. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_cmplx_mult_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15, complex, matrix multiplication. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_cmplx_mult_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst, + q15_t * pScratch); + + /** + * @brief Q31, complex, matrix multiplication. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_cmplx_mult_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix transpose. + * @param[in] pSrc points to the input matrix + * @param[out] pDst points to the output matrix + * @return The function returns either ARM_MATH_SIZE_MISMATCH + * or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_trans_f32( + const arm_matrix_instance_f32 * pSrc, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix transpose. + * @param[in] pSrc points to the input matrix + * @param[out] pDst points to the output matrix + * @return The function returns either ARM_MATH_SIZE_MISMATCH + * or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_trans_q15( + const arm_matrix_instance_q15 * pSrc, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix transpose. + * @param[in] pSrc points to the input matrix + * @param[out] pDst points to the output matrix + * @return The function returns either ARM_MATH_SIZE_MISMATCH + * or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_trans_q31( + const arm_matrix_instance_q31 * pSrc, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix multiplication + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix multiplication + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @param[in] pState points to the array for storing intermediate results + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst, + q15_t * pState); + + /** + * @brief Q15 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @param[in] pState points to the array for storing intermediate results + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_fast_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst, + q15_t * pState); + + /** + * @brief Q31 matrix multiplication + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Q31 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_fast_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix subtraction + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_sub_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix subtraction + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_sub_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix subtraction + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_sub_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix scaling. + * @param[in] pSrc points to the input matrix + * @param[in] scale scale factor + * @param[out] pDst points to the output matrix + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_scale_f32( + const arm_matrix_instance_f32 * pSrc, + float32_t scale, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix scaling. + * @param[in] pSrc points to input matrix + * @param[in] scaleFract fractional portion of the scale factor + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to output matrix + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_scale_q15( + const arm_matrix_instance_q15 * pSrc, + q15_t scaleFract, + int32_t shift, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix scaling. + * @param[in] pSrc points to input matrix + * @param[in] scaleFract fractional portion of the scale factor + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_scale_q31( + const arm_matrix_instance_q31 * pSrc, + q31_t scaleFract, + int32_t shift, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Q31 matrix initialization. + * @param[in,out] S points to an instance of the floating-point matrix structure. + * @param[in] nRows number of rows in the matrix. + * @param[in] nColumns number of columns in the matrix. + * @param[in] pData points to the matrix data array. + */ +void arm_mat_init_q31( + arm_matrix_instance_q31 * S, + uint16_t nRows, + uint16_t nColumns, + q31_t * pData); + + /** + * @brief Q15 matrix initialization. + * @param[in,out] S points to an instance of the floating-point matrix structure. + * @param[in] nRows number of rows in the matrix. + * @param[in] nColumns number of columns in the matrix. + * @param[in] pData points to the matrix data array. + */ +void arm_mat_init_q15( + arm_matrix_instance_q15 * S, + uint16_t nRows, + uint16_t nColumns, + q15_t * pData); + + /** + * @brief Floating-point matrix initialization. + * @param[in,out] S points to an instance of the floating-point matrix structure. + * @param[in] nRows number of rows in the matrix. + * @param[in] nColumns number of columns in the matrix. + * @param[in] pData points to the matrix data array. + */ +void arm_mat_init_f32( + arm_matrix_instance_f32 * S, + uint16_t nRows, + uint16_t nColumns, + float32_t * pData); + + + /** + * @brief Instance structure for the Q15 PID Control. + */ + typedef struct + { + q15_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ +#if !defined (ARM_MATH_DSP) + q15_t A1; + q15_t A2; +#else + q31_t A1; /**< The derived gain A1 = -Kp - 2Kd | Kd.*/ +#endif + q15_t state[3]; /**< The state array of length 3. */ + q15_t Kp; /**< The proportional gain. */ + q15_t Ki; /**< The integral gain. */ + q15_t Kd; /**< The derivative gain. */ + } arm_pid_instance_q15; + + /** + * @brief Instance structure for the Q31 PID Control. + */ + typedef struct + { + q31_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ + q31_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ + q31_t A2; /**< The derived gain, A2 = Kd . */ + q31_t state[3]; /**< The state array of length 3. */ + q31_t Kp; /**< The proportional gain. */ + q31_t Ki; /**< The integral gain. */ + q31_t Kd; /**< The derivative gain. */ + } arm_pid_instance_q31; + + /** + * @brief Instance structure for the floating-point PID Control. + */ + typedef struct + { + float32_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ + float32_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ + float32_t A2; /**< The derived gain, A2 = Kd . */ + float32_t state[3]; /**< The state array of length 3. */ + float32_t Kp; /**< The proportional gain. */ + float32_t Ki; /**< The integral gain. */ + float32_t Kd; /**< The derivative gain. */ + } arm_pid_instance_f32; + + + + /** + * @brief Initialization function for the floating-point PID Control. + * @param[in,out] S points to an instance of the PID structure. + * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. + */ + void arm_pid_init_f32( + arm_pid_instance_f32 * S, + int32_t resetStateFlag); + + + /** + * @brief Reset function for the floating-point PID Control. + * @param[in,out] S is an instance of the floating-point PID Control structure + */ + void arm_pid_reset_f32( + arm_pid_instance_f32 * S); + + + /** + * @brief Initialization function for the Q31 PID Control. + * @param[in,out] S points to an instance of the Q15 PID structure. + * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. + */ + void arm_pid_init_q31( + arm_pid_instance_q31 * S, + int32_t resetStateFlag); + + + /** + * @brief Reset function for the Q31 PID Control. + * @param[in,out] S points to an instance of the Q31 PID Control structure + */ + + void arm_pid_reset_q31( + arm_pid_instance_q31 * S); + + + /** + * @brief Initialization function for the Q15 PID Control. + * @param[in,out] S points to an instance of the Q15 PID structure. + * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. + */ + void arm_pid_init_q15( + arm_pid_instance_q15 * S, + int32_t resetStateFlag); + + + /** + * @brief Reset function for the Q15 PID Control. + * @param[in,out] S points to an instance of the q15 PID Control structure + */ + void arm_pid_reset_q15( + arm_pid_instance_q15 * S); + + + /** + * @brief Instance structure for the floating-point Linear Interpolate function. + */ + typedef struct + { + uint32_t nValues; /**< nValues */ + float32_t x1; /**< x1 */ + float32_t xSpacing; /**< xSpacing */ + float32_t *pYData; /**< pointer to the table of Y values */ + } arm_linear_interp_instance_f32; + + /** + * @brief Instance structure for the floating-point bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + float32_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_f32; + + /** + * @brief Instance structure for the Q31 bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + q31_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_q31; + + /** + * @brief Instance structure for the Q15 bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + q15_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_q15; + + /** + * @brief Instance structure for the Q15 bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + q7_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_q7; + + + /** + * @brief Q7 vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Floating-point vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q15_t *pTwiddle; /**< points to the Sin twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix2_instance_q15; + +/* Deprecated */ + arm_status arm_cfft_radix2_init_q15( + arm_cfft_radix2_instance_q15 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix2_q15( + const arm_cfft_radix2_instance_q15 * S, + q15_t * pSrc); + + + /** + * @brief Instance structure for the Q15 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q15_t *pTwiddle; /**< points to the twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix4_instance_q15; + +/* Deprecated */ + arm_status arm_cfft_radix4_init_q15( + arm_cfft_radix4_instance_q15 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix4_q15( + const arm_cfft_radix4_instance_q15 * S, + q15_t * pSrc); + + /** + * @brief Instance structure for the Radix-2 Q31 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix2_instance_q31; + +/* Deprecated */ + arm_status arm_cfft_radix2_init_q31( + arm_cfft_radix2_instance_q31 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix2_q31( + const arm_cfft_radix2_instance_q31 * S, + q31_t * pSrc); + + /** + * @brief Instance structure for the Q31 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q31_t *pTwiddle; /**< points to the twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix4_instance_q31; + +/* Deprecated */ + void arm_cfft_radix4_q31( + const arm_cfft_radix4_instance_q31 * S, + q31_t * pSrc); + +/* Deprecated */ + arm_status arm_cfft_radix4_init_q31( + arm_cfft_radix4_instance_q31 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + float32_t onebyfftLen; /**< value of 1/fftLen. */ + } arm_cfft_radix2_instance_f32; + +/* Deprecated */ + arm_status arm_cfft_radix2_init_f32( + arm_cfft_radix2_instance_f32 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix2_f32( + const arm_cfft_radix2_instance_f32 * S, + float32_t * pSrc); + + /** + * @brief Instance structure for the floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + float32_t onebyfftLen; /**< value of 1/fftLen. */ + } arm_cfft_radix4_instance_f32; + +/* Deprecated */ + arm_status arm_cfft_radix4_init_f32( + arm_cfft_radix4_instance_f32 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix4_f32( + const arm_cfft_radix4_instance_f32 * S, + float32_t * pSrc); + + /** + * @brief Instance structure for the fixed-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const q15_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ +#if defined(ARM_MATH_MVEI) + const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ + const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ + const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ + const q15_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ + const q15_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ + const q15_t *rearranged_twiddle_stride3; +#endif + } arm_cfft_instance_q15; + +arm_status arm_cfft_init_q15( + arm_cfft_instance_q15 * S, + uint16_t fftLen); + +void arm_cfft_q15( + const arm_cfft_instance_q15 * S, + q15_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the fixed-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ +#if defined(ARM_MATH_MVEI) + const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ + const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ + const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ + const q31_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ + const q31_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ + const q31_t *rearranged_twiddle_stride3; +#endif + } arm_cfft_instance_q31; + +arm_status arm_cfft_init_q31( + arm_cfft_instance_q31 * S, + uint16_t fftLen); + +void arm_cfft_q31( + const arm_cfft_instance_q31 * S, + q31_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ +#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) + const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ + const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ + const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ + const float32_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ + const float32_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ + const float32_t *rearranged_twiddle_stride3; +#endif + } arm_cfft_instance_f32; + + + arm_status arm_cfft_init_f32( + arm_cfft_instance_f32 * S, + uint16_t fftLen); + + void arm_cfft_f32( + const arm_cfft_instance_f32 * S, + float32_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + + /** + * @brief Instance structure for the Double Precision Floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const float64_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ + } arm_cfft_instance_f64; + + void arm_cfft_f64( + const arm_cfft_instance_f64 * S, + float64_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the Q15 RFFT/RIFFT function. + */ + typedef struct + { + uint32_t fftLenReal; /**< length of the real FFT. */ + uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ + uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ + uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + const q15_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ + const q15_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ +#if defined(ARM_MATH_MVEI) + arm_cfft_instance_q15 cfftInst; +#else + const arm_cfft_instance_q15 *pCfft; /**< points to the complex FFT instance. */ +#endif + } arm_rfft_instance_q15; + + arm_status arm_rfft_init_q15( + arm_rfft_instance_q15 * S, + uint32_t fftLenReal, + uint32_t ifftFlagR, + uint32_t bitReverseFlag); + + void arm_rfft_q15( + const arm_rfft_instance_q15 * S, + q15_t * pSrc, + q15_t * pDst); + + /** + * @brief Instance structure for the Q31 RFFT/RIFFT function. + */ + typedef struct + { + uint32_t fftLenReal; /**< length of the real FFT. */ + uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ + uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ + uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + const q31_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ + const q31_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ +#if defined(ARM_MATH_MVEI) + arm_cfft_instance_q31 cfftInst; +#else + const arm_cfft_instance_q31 *pCfft; /**< points to the complex FFT instance. */ +#endif + } arm_rfft_instance_q31; + + arm_status arm_rfft_init_q31( + arm_rfft_instance_q31 * S, + uint32_t fftLenReal, + uint32_t ifftFlagR, + uint32_t bitReverseFlag); + + void arm_rfft_q31( + const arm_rfft_instance_q31 * S, + q31_t * pSrc, + q31_t * pDst); + + /** + * @brief Instance structure for the floating-point RFFT/RIFFT function. + */ + typedef struct + { + uint32_t fftLenReal; /**< length of the real FFT. */ + uint16_t fftLenBy2; /**< length of the complex FFT. */ + uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ + uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ + uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + const float32_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ + const float32_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ + arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ + } arm_rfft_instance_f32; + + arm_status arm_rfft_init_f32( + arm_rfft_instance_f32 * S, + arm_cfft_radix4_instance_f32 * S_CFFT, + uint32_t fftLenReal, + uint32_t ifftFlagR, + uint32_t bitReverseFlag); + + void arm_rfft_f32( + const arm_rfft_instance_f32 * S, + float32_t * pSrc, + float32_t * pDst); + + /** + * @brief Instance structure for the Double Precision Floating-point RFFT/RIFFT function. + */ +typedef struct + { + arm_cfft_instance_f64 Sint; /**< Internal CFFT structure. */ + uint16_t fftLenRFFT; /**< length of the real sequence */ + const float64_t * pTwiddleRFFT; /**< Twiddle factors real stage */ + } arm_rfft_fast_instance_f64 ; + +arm_status arm_rfft_fast_init_f64 ( + arm_rfft_fast_instance_f64 * S, + uint16_t fftLen); + + +void arm_rfft_fast_f64( + arm_rfft_fast_instance_f64 * S, + float64_t * p, float64_t * pOut, + uint8_t ifftFlag); + + + /** + * @brief Instance structure for the floating-point RFFT/RIFFT function. + */ +typedef struct + { + arm_cfft_instance_f32 Sint; /**< Internal CFFT structure. */ + uint16_t fftLenRFFT; /**< length of the real sequence */ + const float32_t * pTwiddleRFFT; /**< Twiddle factors real stage */ + } arm_rfft_fast_instance_f32 ; + +arm_status arm_rfft_fast_init_f32 ( + arm_rfft_fast_instance_f32 * S, + uint16_t fftLen); + + + void arm_rfft_fast_f32( + const arm_rfft_fast_instance_f32 * S, + float32_t * p, float32_t * pOut, + uint8_t ifftFlag); + + /** + * @brief Instance structure for the floating-point DCT4/IDCT4 function. + */ + typedef struct + { + uint16_t N; /**< length of the DCT4. */ + uint16_t Nby2; /**< half of the length of the DCT4. */ + float32_t normalize; /**< normalizing factor. */ + const float32_t *pTwiddle; /**< points to the twiddle factor table. */ + const float32_t *pCosFactor; /**< points to the cosFactor table. */ + arm_rfft_instance_f32 *pRfft; /**< points to the real FFT instance. */ + arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ + } arm_dct4_instance_f32; + + + /** + * @brief Initialization function for the floating-point DCT4/IDCT4. + * @param[in,out] S points to an instance of floating-point DCT4/IDCT4 structure. + * @param[in] S_RFFT points to an instance of floating-point RFFT/RIFFT structure. + * @param[in] S_CFFT points to an instance of floating-point CFFT/CIFFT structure. + * @param[in] N length of the DCT4. + * @param[in] Nby2 half of the length of the DCT4. + * @param[in] normalize normalizing factor. + * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if fftLenReal is not a supported transform length. + */ + arm_status arm_dct4_init_f32( + arm_dct4_instance_f32 * S, + arm_rfft_instance_f32 * S_RFFT, + arm_cfft_radix4_instance_f32 * S_CFFT, + uint16_t N, + uint16_t Nby2, + float32_t normalize); + + + /** + * @brief Processing function for the floating-point DCT4/IDCT4. + * @param[in] S points to an instance of the floating-point DCT4/IDCT4 structure. + * @param[in] pState points to state buffer. + * @param[in,out] pInlineBuffer points to the in-place input and output buffer. + */ + void arm_dct4_f32( + const arm_dct4_instance_f32 * S, + float32_t * pState, + float32_t * pInlineBuffer); + + + /** + * @brief Instance structure for the Q31 DCT4/IDCT4 function. + */ + typedef struct + { + uint16_t N; /**< length of the DCT4. */ + uint16_t Nby2; /**< half of the length of the DCT4. */ + q31_t normalize; /**< normalizing factor. */ + const q31_t *pTwiddle; /**< points to the twiddle factor table. */ + const q31_t *pCosFactor; /**< points to the cosFactor table. */ + arm_rfft_instance_q31 *pRfft; /**< points to the real FFT instance. */ + arm_cfft_radix4_instance_q31 *pCfft; /**< points to the complex FFT instance. */ + } arm_dct4_instance_q31; + + + /** + * @brief Initialization function for the Q31 DCT4/IDCT4. + * @param[in,out] S points to an instance of Q31 DCT4/IDCT4 structure. + * @param[in] S_RFFT points to an instance of Q31 RFFT/RIFFT structure + * @param[in] S_CFFT points to an instance of Q31 CFFT/CIFFT structure + * @param[in] N length of the DCT4. + * @param[in] Nby2 half of the length of the DCT4. + * @param[in] normalize normalizing factor. + * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. + */ + arm_status arm_dct4_init_q31( + arm_dct4_instance_q31 * S, + arm_rfft_instance_q31 * S_RFFT, + arm_cfft_radix4_instance_q31 * S_CFFT, + uint16_t N, + uint16_t Nby2, + q31_t normalize); + + + /** + * @brief Processing function for the Q31 DCT4/IDCT4. + * @param[in] S points to an instance of the Q31 DCT4 structure. + * @param[in] pState points to state buffer. + * @param[in,out] pInlineBuffer points to the in-place input and output buffer. + */ + void arm_dct4_q31( + const arm_dct4_instance_q31 * S, + q31_t * pState, + q31_t * pInlineBuffer); + + + /** + * @brief Instance structure for the Q15 DCT4/IDCT4 function. + */ + typedef struct + { + uint16_t N; /**< length of the DCT4. */ + uint16_t Nby2; /**< half of the length of the DCT4. */ + q15_t normalize; /**< normalizing factor. */ + const q15_t *pTwiddle; /**< points to the twiddle factor table. */ + const q15_t *pCosFactor; /**< points to the cosFactor table. */ + arm_rfft_instance_q15 *pRfft; /**< points to the real FFT instance. */ + arm_cfft_radix4_instance_q15 *pCfft; /**< points to the complex FFT instance. */ + } arm_dct4_instance_q15; + + + /** + * @brief Initialization function for the Q15 DCT4/IDCT4. + * @param[in,out] S points to an instance of Q15 DCT4/IDCT4 structure. + * @param[in] S_RFFT points to an instance of Q15 RFFT/RIFFT structure. + * @param[in] S_CFFT points to an instance of Q15 CFFT/CIFFT structure. + * @param[in] N length of the DCT4. + * @param[in] Nby2 half of the length of the DCT4. + * @param[in] normalize normalizing factor. + * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. + */ + arm_status arm_dct4_init_q15( + arm_dct4_instance_q15 * S, + arm_rfft_instance_q15 * S_RFFT, + arm_cfft_radix4_instance_q15 * S_CFFT, + uint16_t N, + uint16_t Nby2, + q15_t normalize); + + + /** + * @brief Processing function for the Q15 DCT4/IDCT4. + * @param[in] S points to an instance of the Q15 DCT4 structure. + * @param[in] pState points to state buffer. + * @param[in,out] pInlineBuffer points to the in-place input and output buffer. + */ + void arm_dct4_q15( + const arm_dct4_instance_q15 * S, + q15_t * pState, + q15_t * pInlineBuffer); + + + /** + * @brief Floating-point vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q7 vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Floating-point vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q7 vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a floating-point vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scale scale factor to be applied + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_f32( + const float32_t * pSrc, + float32_t scale, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a Q7 vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scaleFract fractional portion of the scale value + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_q7( + const q7_t * pSrc, + q7_t scaleFract, + int8_t shift, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a Q15 vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scaleFract fractional portion of the scale value + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_q15( + const q15_t * pSrc, + q15_t scaleFract, + int8_t shift, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a Q31 vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scaleFract fractional portion of the scale value + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_q31( + const q31_t * pSrc, + q31_t scaleFract, + int8_t shift, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q7 vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_q7( + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Floating-point vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Dot product of floating-point vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + uint32_t blockSize, + float32_t * result); + + + /** + * @brief Dot product of Q7 vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + uint32_t blockSize, + q31_t * result); + + + /** + * @brief Dot product of Q15 vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + uint32_t blockSize, + q63_t * result); + + + /** + * @brief Dot product of Q31 vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + uint32_t blockSize, + q63_t * result); + + + /** + * @brief Shifts the elements of a Q7 vector a specified number of bits. + * @param[in] pSrc points to the input vector + * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_shift_q7( + const q7_t * pSrc, + int8_t shiftBits, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Shifts the elements of a Q15 vector a specified number of bits. + * @param[in] pSrc points to the input vector + * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_shift_q15( + const q15_t * pSrc, + int8_t shiftBits, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Shifts the elements of a Q31 vector a specified number of bits. + * @param[in] pSrc points to the input vector + * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_shift_q31( + const q31_t * pSrc, + int8_t shiftBits, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a floating-point vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_f32( + const float32_t * pSrc, + float32_t offset, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a Q7 vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_q7( + const q7_t * pSrc, + q7_t offset, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a Q15 vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_q15( + const q15_t * pSrc, + q15_t offset, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a Q31 vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_q31( + const q31_t * pSrc, + q31_t offset, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a floating-point vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a Q7 vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_q7( + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a Q15 vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a Q31 vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a floating-point vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a Q7 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_q7( + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a Q15 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a Q31 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a floating-point vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_f32( + float32_t value, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a Q7 vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_q7( + q7_t value, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a Q15 vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_q15( + q15_t value, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a Q31 vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_q31( + q31_t value, + q31_t * pDst, + uint32_t blockSize); + + +/** + * @brief Convolution of floating-point sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. + */ + void arm_conv_f32( + const float32_t * pSrcA, + uint32_t srcALen, + const float32_t * pSrcB, + uint32_t srcBLen, + float32_t * pDst); + + + /** + * @brief Convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + */ + void arm_conv_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + +/** + * @brief Convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. + */ + void arm_conv_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + + /** + * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_fast_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + + /** + * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + */ + void arm_conv_fast_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Convolution of Q31 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + + /** + * @brief Convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_fast_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + + /** + * @brief Convolution of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). + */ + void arm_conv_opt_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Convolution of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst); + + + /** + * @brief Partial convolution of floating-point sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_f32( + const float32_t * pSrcA, + uint32_t srcALen, + const float32_t * pSrcB, + uint32_t srcBLen, + float32_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Partial convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_fast_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_fast_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Partial convolution of Q31 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_fast_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q7 sequences + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_opt_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + uint32_t firstIndex, + uint32_t numPoints, + q15_t * pScratch1, + q15_t * pScratch2); + + +/** + * @brief Partial convolution of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Instance structure for the Q15 FIR decimator. + */ + typedef struct + { + uint8_t M; /**< decimation factor. */ + uint16_t numTaps; /**< number of coefficients in the filter. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + } arm_fir_decimate_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR decimator. + */ + typedef struct + { + uint8_t M; /**< decimation factor. */ + uint16_t numTaps; /**< number of coefficients in the filter. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + } arm_fir_decimate_instance_q31; + +/** + @brief Instance structure for floating-point FIR decimator. + */ +typedef struct + { + uint8_t M; /**< decimation factor. */ + uint16_t numTaps; /**< number of coefficients in the filter. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + } arm_fir_decimate_instance_f32; + + +/** + @brief Processing function for floating-point FIR decimator. + @param[in] S points to an instance of the floating-point FIR decimator structure + @param[in] pSrc points to the block of input data + @param[out] pDst points to the block of output data + @param[in] blockSize number of samples to process + */ +void arm_fir_decimate_f32( + const arm_fir_decimate_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + +/** + @brief Initialization function for the floating-point FIR decimator. + @param[in,out] S points to an instance of the floating-point FIR decimator structure + @param[in] numTaps number of coefficients in the filter + @param[in] M decimation factor + @param[in] pCoeffs points to the filter coefficients + @param[in] pState points to the state buffer + @param[in] blockSize number of input samples to process per call + @return execution status + - \ref ARM_MATH_SUCCESS : Operation successful + - \ref ARM_MATH_LENGTH_ERROR : blockSize is not a multiple of M + */ +arm_status arm_fir_decimate_init_f32( + arm_fir_decimate_instance_f32 * S, + uint16_t numTaps, + uint8_t M, + const float32_t * pCoeffs, + float32_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 FIR decimator. + * @param[in] S points to an instance of the Q15 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_q15( + const arm_fir_decimate_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q15 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_fast_q15( + const arm_fir_decimate_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q15 FIR decimator. + * @param[in,out] S points to an instance of the Q15 FIR decimator structure. + * @param[in] numTaps number of coefficients in the filter. + * @param[in] M decimation factor. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * blockSize is not a multiple of M. + */ + arm_status arm_fir_decimate_init_q15( + arm_fir_decimate_instance_q15 * S, + uint16_t numTaps, + uint8_t M, + const q15_t * pCoeffs, + q15_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 FIR decimator. + * @param[in] S points to an instance of the Q31 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_q31( + const arm_fir_decimate_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the Q31 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q31 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_fast_q31( + const arm_fir_decimate_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 FIR decimator. + * @param[in,out] S points to an instance of the Q31 FIR decimator structure. + * @param[in] numTaps number of coefficients in the filter. + * @param[in] M decimation factor. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * blockSize is not a multiple of M. + */ + arm_status arm_fir_decimate_init_q31( + arm_fir_decimate_instance_q31 * S, + uint16_t numTaps, + uint8_t M, + const q31_t * pCoeffs, + q31_t * pState, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 FIR interpolator. + */ + typedef struct + { + uint8_t L; /**< upsample factor. */ + uint16_t phaseLength; /**< length of each polyphase filter component. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ + q15_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ + } arm_fir_interpolate_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR interpolator. + */ + typedef struct + { + uint8_t L; /**< upsample factor. */ + uint16_t phaseLength; /**< length of each polyphase filter component. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ + q31_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ + } arm_fir_interpolate_instance_q31; + + /** + * @brief Instance structure for the floating-point FIR interpolator. + */ + typedef struct + { + uint8_t L; /**< upsample factor. */ + uint16_t phaseLength; /**< length of each polyphase filter component. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ + float32_t *pState; /**< points to the state variable array. The array is of length phaseLength+numTaps-1. */ + } arm_fir_interpolate_instance_f32; + + + /** + * @brief Processing function for the Q15 FIR interpolator. + * @param[in] S points to an instance of the Q15 FIR interpolator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_interpolate_q15( + const arm_fir_interpolate_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q15 FIR interpolator. + * @param[in,out] S points to an instance of the Q15 FIR interpolator structure. + * @param[in] L upsample factor. + * @param[in] numTaps number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * the filter length numTaps is not a multiple of the interpolation factor L. + */ + arm_status arm_fir_interpolate_init_q15( + arm_fir_interpolate_instance_q15 * S, + uint8_t L, + uint16_t numTaps, + const q15_t * pCoeffs, + q15_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 FIR interpolator. + * @param[in] S points to an instance of the Q15 FIR interpolator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_interpolate_q31( + const arm_fir_interpolate_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 FIR interpolator. + * @param[in,out] S points to an instance of the Q31 FIR interpolator structure. + * @param[in] L upsample factor. + * @param[in] numTaps number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * the filter length numTaps is not a multiple of the interpolation factor L. + */ + arm_status arm_fir_interpolate_init_q31( + arm_fir_interpolate_instance_q31 * S, + uint8_t L, + uint16_t numTaps, + const q31_t * pCoeffs, + q31_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the floating-point FIR interpolator. + * @param[in] S points to an instance of the floating-point FIR interpolator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_interpolate_f32( + const arm_fir_interpolate_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the floating-point FIR interpolator. + * @param[in,out] S points to an instance of the floating-point FIR interpolator structure. + * @param[in] L upsample factor. + * @param[in] numTaps number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * the filter length numTaps is not a multiple of the interpolation factor L. + */ + arm_status arm_fir_interpolate_init_f32( + arm_fir_interpolate_instance_f32 * S, + uint8_t L, + uint16_t numTaps, + const float32_t * pCoeffs, + float32_t * pState, + uint32_t blockSize); + + + /** + * @brief Instance structure for the high precision Q31 Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + q63_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ + const q31_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + uint8_t postShift; /**< additional shift, in bits, applied to each output sample. */ + } arm_biquad_cas_df1_32x64_ins_q31; + + + /** + * @param[in] S points to an instance of the high precision Q31 Biquad cascade filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cas_df1_32x64_q31( + const arm_biquad_cas_df1_32x64_ins_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @param[in,out] S points to an instance of the high precision Q31 Biquad cascade filter structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] postShift shift to be applied to the output. Varies according to the coefficients format + */ + void arm_biquad_cas_df1_32x64_init_q31( + arm_biquad_cas_df1_32x64_ins_q31 * S, + uint8_t numStages, + const q31_t * pCoeffs, + q63_t * pState, + uint8_t postShift); + + + /** + * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float32_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ + const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_cascade_df2T_instance_f32; + + /** + * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float32_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ + const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_cascade_stereo_df2T_instance_f32; + + /** + * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float64_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ + const float64_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_cascade_df2T_instance_f64; + + + /** + * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in] S points to an instance of the filter data structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df2T_f32( + const arm_biquad_cascade_df2T_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. 2 channels + * @param[in] S points to an instance of the filter data structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_stereo_df2T_f32( + const arm_biquad_cascade_stereo_df2T_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in] S points to an instance of the filter data structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df2T_f64( + const arm_biquad_cascade_df2T_instance_f64 * S, + const float64_t * pSrc, + float64_t * pDst, + uint32_t blockSize); + + +#if defined(ARM_MATH_NEON) +void arm_biquad_cascade_df2T_compute_coefs_f32( + arm_biquad_cascade_df2T_instance_f32 * S, + uint8_t numStages, + float32_t * pCoeffs); +#endif + /** + * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in,out] S points to an instance of the filter data structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + */ + void arm_biquad_cascade_df2T_init_f32( + arm_biquad_cascade_df2T_instance_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in,out] S points to an instance of the filter data structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + */ + void arm_biquad_cascade_stereo_df2T_init_f32( + arm_biquad_cascade_stereo_df2T_instance_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in,out] S points to an instance of the filter data structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + */ + void arm_biquad_cascade_df2T_init_f64( + arm_biquad_cascade_df2T_instance_f64 * S, + uint8_t numStages, + const float64_t * pCoeffs, + float64_t * pState); + + + /** + * @brief Instance structure for the Q15 FIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of filter stages. */ + q15_t *pState; /**< points to the state variable array. The array is of length numStages. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ + } arm_fir_lattice_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of filter stages. */ + q31_t *pState; /**< points to the state variable array. The array is of length numStages. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ + } arm_fir_lattice_instance_q31; + + /** + * @brief Instance structure for the floating-point FIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of filter stages. */ + float32_t *pState; /**< points to the state variable array. The array is of length numStages. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ + } arm_fir_lattice_instance_f32; + + + /** + * @brief Initialization function for the Q15 FIR lattice filter. + * @param[in] S points to an instance of the Q15 FIR lattice structure. + * @param[in] numStages number of filter stages. + * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. + * @param[in] pState points to the state buffer. The array is of length numStages. + */ + void arm_fir_lattice_init_q15( + arm_fir_lattice_instance_q15 * S, + uint16_t numStages, + const q15_t * pCoeffs, + q15_t * pState); + + + /** + * @brief Processing function for the Q15 FIR lattice filter. + * @param[in] S points to an instance of the Q15 FIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_lattice_q15( + const arm_fir_lattice_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 FIR lattice filter. + * @param[in] S points to an instance of the Q31 FIR lattice structure. + * @param[in] numStages number of filter stages. + * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. + * @param[in] pState points to the state buffer. The array is of length numStages. + */ + void arm_fir_lattice_init_q31( + arm_fir_lattice_instance_q31 * S, + uint16_t numStages, + const q31_t * pCoeffs, + q31_t * pState); + + + /** + * @brief Processing function for the Q31 FIR lattice filter. + * @param[in] S points to an instance of the Q31 FIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_fir_lattice_q31( + const arm_fir_lattice_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + +/** + * @brief Initialization function for the floating-point FIR lattice filter. + * @param[in] S points to an instance of the floating-point FIR lattice structure. + * @param[in] numStages number of filter stages. + * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. + * @param[in] pState points to the state buffer. The array is of length numStages. + */ + void arm_fir_lattice_init_f32( + arm_fir_lattice_instance_f32 * S, + uint16_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Processing function for the floating-point FIR lattice filter. + * @param[in] S points to an instance of the floating-point FIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_fir_lattice_f32( + const arm_fir_lattice_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 IIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of stages in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ + q15_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ + q15_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ + } arm_iir_lattice_instance_q15; + + /** + * @brief Instance structure for the Q31 IIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of stages in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ + q31_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ + q31_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ + } arm_iir_lattice_instance_q31; + + /** + * @brief Instance structure for the floating-point IIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of stages in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ + float32_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ + float32_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ + } arm_iir_lattice_instance_f32; + + + /** + * @brief Processing function for the floating-point IIR lattice filter. + * @param[in] S points to an instance of the floating-point IIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_f32( + const arm_iir_lattice_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the floating-point IIR lattice filter. + * @param[in] S points to an instance of the floating-point IIR lattice structure. + * @param[in] numStages number of stages in the filter. + * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. + * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. + * @param[in] pState points to the state buffer. The array is of length numStages+blockSize-1. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_init_f32( + arm_iir_lattice_instance_f32 * S, + uint16_t numStages, + float32_t * pkCoeffs, + float32_t * pvCoeffs, + float32_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 IIR lattice filter. + * @param[in] S points to an instance of the Q31 IIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_q31( + const arm_iir_lattice_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 IIR lattice filter. + * @param[in] S points to an instance of the Q31 IIR lattice structure. + * @param[in] numStages number of stages in the filter. + * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. + * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. + * @param[in] pState points to the state buffer. The array is of length numStages+blockSize. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_init_q31( + arm_iir_lattice_instance_q31 * S, + uint16_t numStages, + q31_t * pkCoeffs, + q31_t * pvCoeffs, + q31_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 IIR lattice filter. + * @param[in] S points to an instance of the Q15 IIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_q15( + const arm_iir_lattice_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + +/** + * @brief Initialization function for the Q15 IIR lattice filter. + * @param[in] S points to an instance of the fixed-point Q15 IIR lattice structure. + * @param[in] numStages number of stages in the filter. + * @param[in] pkCoeffs points to reflection coefficient buffer. The array is of length numStages. + * @param[in] pvCoeffs points to ladder coefficient buffer. The array is of length numStages+1. + * @param[in] pState points to state buffer. The array is of length numStages+blockSize. + * @param[in] blockSize number of samples to process per call. + */ + void arm_iir_lattice_init_q15( + arm_iir_lattice_instance_q15 * S, + uint16_t numStages, + q15_t * pkCoeffs, + q15_t * pvCoeffs, + q15_t * pState, + uint32_t blockSize); + + + /** + * @brief Instance structure for the floating-point LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + float32_t mu; /**< step size that controls filter coefficient updates. */ + } arm_lms_instance_f32; + + + /** + * @brief Processing function for floating-point LMS filter. + * @param[in] S points to an instance of the floating-point LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_f32( + const arm_lms_instance_f32 * S, + const float32_t * pSrc, + float32_t * pRef, + float32_t * pOut, + float32_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for floating-point LMS filter. + * @param[in] S points to an instance of the floating-point LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to the coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_init_f32( + arm_lms_instance_f32 * S, + uint16_t numTaps, + float32_t * pCoeffs, + float32_t * pState, + float32_t mu, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q15_t mu; /**< step size that controls filter coefficient updates. */ + uint32_t postShift; /**< bit shift applied to coefficients. */ + } arm_lms_instance_q15; + + + /** + * @brief Initialization function for the Q15 LMS filter. + * @param[in] S points to an instance of the Q15 LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to the coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_init_q15( + arm_lms_instance_q15 * S, + uint16_t numTaps, + q15_t * pCoeffs, + q15_t * pState, + q15_t mu, + uint32_t blockSize, + uint32_t postShift); + + + /** + * @brief Processing function for Q15 LMS filter. + * @param[in] S points to an instance of the Q15 LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_q15( + const arm_lms_instance_q15 * S, + const q15_t * pSrc, + q15_t * pRef, + q15_t * pOut, + q15_t * pErr, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q31 LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q31_t mu; /**< step size that controls filter coefficient updates. */ + uint32_t postShift; /**< bit shift applied to coefficients. */ + } arm_lms_instance_q31; + + + /** + * @brief Processing function for Q31 LMS filter. + * @param[in] S points to an instance of the Q15 LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_q31( + const arm_lms_instance_q31 * S, + const q31_t * pSrc, + q31_t * pRef, + q31_t * pOut, + q31_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for Q31 LMS filter. + * @param[in] S points to an instance of the Q31 LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_init_q31( + arm_lms_instance_q31 * S, + uint16_t numTaps, + q31_t * pCoeffs, + q31_t * pState, + q31_t mu, + uint32_t blockSize, + uint32_t postShift); + + + /** + * @brief Instance structure for the floating-point normalized LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + float32_t mu; /**< step size that control filter coefficient updates. */ + float32_t energy; /**< saves previous frame energy. */ + float32_t x0; /**< saves previous input sample. */ + } arm_lms_norm_instance_f32; + + + /** + * @brief Processing function for floating-point normalized LMS filter. + * @param[in] S points to an instance of the floating-point normalized LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_f32( + arm_lms_norm_instance_f32 * S, + const float32_t * pSrc, + float32_t * pRef, + float32_t * pOut, + float32_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for floating-point normalized LMS filter. + * @param[in] S points to an instance of the floating-point LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_init_f32( + arm_lms_norm_instance_f32 * S, + uint16_t numTaps, + float32_t * pCoeffs, + float32_t * pState, + float32_t mu, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q31 normalized LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q31_t mu; /**< step size that controls filter coefficient updates. */ + uint8_t postShift; /**< bit shift applied to coefficients. */ + const q31_t *recipTable; /**< points to the reciprocal initial value table. */ + q31_t energy; /**< saves previous frame energy. */ + q31_t x0; /**< saves previous input sample. */ + } arm_lms_norm_instance_q31; + + + /** + * @brief Processing function for Q31 normalized LMS filter. + * @param[in] S points to an instance of the Q31 normalized LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_q31( + arm_lms_norm_instance_q31 * S, + const q31_t * pSrc, + q31_t * pRef, + q31_t * pOut, + q31_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for Q31 normalized LMS filter. + * @param[in] S points to an instance of the Q31 normalized LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_norm_init_q31( + arm_lms_norm_instance_q31 * S, + uint16_t numTaps, + q31_t * pCoeffs, + q31_t * pState, + q31_t mu, + uint32_t blockSize, + uint8_t postShift); + + + /** + * @brief Instance structure for the Q15 normalized LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< Number of coefficients in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q15_t mu; /**< step size that controls filter coefficient updates. */ + uint8_t postShift; /**< bit shift applied to coefficients. */ + const q15_t *recipTable; /**< Points to the reciprocal initial value table. */ + q15_t energy; /**< saves previous frame energy. */ + q15_t x0; /**< saves previous input sample. */ + } arm_lms_norm_instance_q15; + + + /** + * @brief Processing function for Q15 normalized LMS filter. + * @param[in] S points to an instance of the Q15 normalized LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_q15( + arm_lms_norm_instance_q15 * S, + const q15_t * pSrc, + q15_t * pRef, + q15_t * pOut, + q15_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for Q15 normalized LMS filter. + * @param[in] S points to an instance of the Q15 normalized LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_norm_init_q15( + arm_lms_norm_instance_q15 * S, + uint16_t numTaps, + q15_t * pCoeffs, + q15_t * pState, + q15_t mu, + uint32_t blockSize, + uint8_t postShift); + + + /** + * @brief Correlation of floating-point sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_f32( + const float32_t * pSrcA, + uint32_t srcALen, + const float32_t * pSrcB, + uint32_t srcBLen, + float32_t * pDst); + + +/** + @brief Correlation of Q15 sequences + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. +*/ +void arm_correlate_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch); + + +/** + @brief Correlation of Q15 sequences. + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + +/** + @brief Correlation of Q15 sequences (fast version). + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the location where the output result is written. Length 2 * max(srcALen, srcBLen) - 1. + @return none + */ +void arm_correlate_fast_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + +/** + @brief Correlation of Q15 sequences (fast version). + @param[in] pSrcA points to the first input sequence. + @param[in] srcALen length of the first input sequence. + @param[in] pSrcB points to the second input sequence. + @param[in] srcBLen length of the second input sequence. + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + */ +void arm_correlate_fast_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch); + + + /** + * @brief Correlation of Q31 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + +/** + @brief Correlation of Q31 sequences (fast version). + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ +void arm_correlate_fast_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + + /** + * @brief Correlation of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). + */ + void arm_correlate_opt_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Correlation of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst); + + + /** + * @brief Instance structure for the floating-point sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + float32_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_f32; + + /** + * @brief Instance structure for the Q31 sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + q31_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_q31; + + /** + * @brief Instance structure for the Q15 sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + q15_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_q15; + + /** + * @brief Instance structure for the Q7 sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + q7_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_q7; + + + /** + * @brief Processing function for the floating-point sparse FIR filter. + * @param[in] S points to an instance of the floating-point sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_f32( + arm_fir_sparse_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + float32_t * pScratchIn, + uint32_t blockSize); + + + /** + * @brief Initialization function for the floating-point sparse FIR filter. + * @param[in,out] S points to an instance of the floating-point sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_f32( + arm_fir_sparse_instance_f32 * S, + uint16_t numTaps, + const float32_t * pCoeffs, + float32_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 sparse FIR filter. + * @param[in] S points to an instance of the Q31 sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_q31( + arm_fir_sparse_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + q31_t * pScratchIn, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 sparse FIR filter. + * @param[in,out] S points to an instance of the Q31 sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_q31( + arm_fir_sparse_instance_q31 * S, + uint16_t numTaps, + const q31_t * pCoeffs, + q31_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 sparse FIR filter. + * @param[in] S points to an instance of the Q15 sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] pScratchOut points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_q15( + arm_fir_sparse_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + q15_t * pScratchIn, + q31_t * pScratchOut, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q15 sparse FIR filter. + * @param[in,out] S points to an instance of the Q15 sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_q15( + arm_fir_sparse_instance_q15 * S, + uint16_t numTaps, + const q15_t * pCoeffs, + q15_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q7 sparse FIR filter. + * @param[in] S points to an instance of the Q7 sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] pScratchOut points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_q7( + arm_fir_sparse_instance_q7 * S, + const q7_t * pSrc, + q7_t * pDst, + q7_t * pScratchIn, + q31_t * pScratchOut, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q7 sparse FIR filter. + * @param[in,out] S points to an instance of the Q7 sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_q7( + arm_fir_sparse_instance_q7 * S, + uint16_t numTaps, + const q7_t * pCoeffs, + q7_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Floating-point sin_cos function. + * @param[in] theta input value in degrees + * @param[out] pSinVal points to the processed sine output. + * @param[out] pCosVal points to the processed cos output. + */ + void arm_sin_cos_f32( + float32_t theta, + float32_t * pSinVal, + float32_t * pCosVal); + + + /** + * @brief Q31 sin_cos function. + * @param[in] theta scaled input value in degrees + * @param[out] pSinVal points to the processed sine output. + * @param[out] pCosVal points to the processed cosine output. + */ + void arm_sin_cos_q31( + q31_t theta, + q31_t * pSinVal, + q31_t * pCosVal); + + + /** + * @brief Floating-point complex conjugate. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_conj_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t numSamples); + + /** + * @brief Q31 complex conjugate. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_conj_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex conjugate. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_conj_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @brief Floating-point complex magnitude squared + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_squared_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex magnitude squared + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_squared_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex magnitude squared + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_squared_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @ingroup groupController + */ + + /** + * @defgroup PID PID Motor Control + * + * A Proportional Integral Derivative (PID) controller is a generic feedback control + * loop mechanism widely used in industrial control systems. + * A PID controller is the most commonly used type of feedback controller. + * + * This set of functions implements (PID) controllers + * for Q15, Q31, and floating-point data types. The functions operate on a single sample + * of data and each call to the function returns a single processed value. + * S points to an instance of the PID control data structure. in + * is the input sample value. The functions return the output value. + * + * \par Algorithm: + * 
+   *    y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2]
+   *    A0 = Kp + Ki + Kd
+   *    A1 = (-Kp ) - (2 * Kd )
+   *    A2 = Kd
+   *
+ * + * \par + * where \c Kp is proportional constant, \c Ki is Integral constant and \c Kd is Derivative constant + * + * \par + * \image html PID.gif "Proportional Integral Derivative Controller" + * + * \par + * The PID controller calculates an "error" value as the difference between + * the measured output and the reference input. + * The controller attempts to minimize the error by adjusting the process control inputs. + * The proportional value determines the reaction to the current error, + * the integral value determines the reaction based on the sum of recent errors, + * and the derivative value determines the reaction based on the rate at which the error has been changing. + * + * \par Instance Structure + * The Gains A0, A1, A2 and state variables for a PID controller are stored together in an instance data structure. + * A separate instance structure must be defined for each PID Controller. + * There are separate instance structure declarations for each of the 3 supported data types. + * + * \par Reset Functions + * There is also an associated reset function for each data type which clears the state array. + * + * \par Initialization Functions + * There is also an associated initialization function for each data type. + * The initialization function performs the following operations: + * - Initializes the Gains A0, A1, A2 from Kp,Ki, Kd gains. + * - Zeros out the values in the state buffer. + * + * \par + * Instance structure cannot be placed into a const data section and it is recommended to use the initialization function. + * + * \par Fixed-Point Behavior + * Care must be taken when using the fixed-point versions of the PID Controller functions. + * In particular, the overflow and saturation behavior of the accumulator used in each function must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup PID + * @{ + */ + + /** + * @brief Process function for the floating-point PID Control. + * @param[in,out] S is an instance of the floating-point PID Control structure + * @param[in] in input sample to process + * @return processed output sample. + */ + __STATIC_FORCEINLINE float32_t arm_pid_f32( + arm_pid_instance_f32 * S, + float32_t in) + { + float32_t out; + + /* y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2] */ + out = (S->A0 * in) + + (S->A1 * S->state[0]) + (S->A2 * S->state[1]) + (S->state[2]); + + /* Update state */ + S->state[1] = S->state[0]; + S->state[0] = in; + S->state[2] = out; + + /* return to application */ + return (out); + + } + +/** + @brief Process function for the Q31 PID Control. + @param[in,out] S points to an instance of the Q31 PID Control structure + @param[in] in input sample to process + @return processed output sample. + + \par Scaling and Overflow Behavior + The function is implemented using an internal 64-bit accumulator. + The accumulator has a 2.62 format and maintains full precision of the intermediate multiplication results but provides only a single guard bit. + Thus, if the accumulator result overflows it wraps around rather than clip. + In order to avoid overflows completely the input signal must be scaled down by 2 bits as there are four additions. + After all multiply-accumulates are performed, the 2.62 accumulator is truncated to 1.32 format and then saturated to 1.31 format. + */ +__STATIC_FORCEINLINE q31_t arm_pid_q31( + arm_pid_instance_q31 * S, + q31_t in) + { + q63_t acc; + q31_t out; + + /* acc = A0 * x[n] */ + acc = (q63_t) S->A0 * in; + + /* acc += A1 * x[n-1] */ + acc += (q63_t) S->A1 * S->state[0]; + + /* acc += A2 * x[n-2] */ + acc += (q63_t) S->A2 * S->state[1]; + + /* convert output to 1.31 format to add y[n-1] */ + out = (q31_t) (acc >> 31U); + + /* out += y[n-1] */ + out += S->state[2]; + + /* Update state */ + S->state[1] = S->state[0]; + S->state[0] = in; + S->state[2] = out; + + /* return to application */ + return (out); + } + + +/** + @brief Process function for the Q15 PID Control. + @param[in,out] S points to an instance of the Q15 PID Control structure + @param[in] in input sample to process + @return processed output sample. + + \par Scaling and Overflow Behavior + The function is implemented using a 64-bit internal accumulator. + Both Gains and state variables are represented in 1.15 format and multiplications yield a 2.30 result. + The 2.30 intermediate results are accumulated in a 64-bit accumulator in 34.30 format. + There is no risk of internal overflow with this approach and the full precision of intermediate multiplications is preserved. + After all additions have been performed, the accumulator is truncated to 34.15 format by discarding low 15 bits. + Lastly, the accumulator is saturated to yield a result in 1.15 format. + */ +__STATIC_FORCEINLINE q15_t arm_pid_q15( + arm_pid_instance_q15 * S, + q15_t in) + { + q63_t acc; + q15_t out; + +#if defined (ARM_MATH_DSP) + /* Implementation of PID controller */ + + /* acc = A0 * x[n] */ + acc = (q31_t) __SMUAD((uint32_t)S->A0, (uint32_t)in); + + /* acc += A1 * x[n-1] + A2 * x[n-2] */ + acc = (q63_t)__SMLALD((uint32_t)S->A1, (uint32_t)read_q15x2 (S->state), (uint64_t)acc); +#else + /* acc = A0 * x[n] */ + acc = ((q31_t) S->A0) * in; + + /* acc += A1 * x[n-1] + A2 * x[n-2] */ + acc += (q31_t) S->A1 * S->state[0]; + acc += (q31_t) S->A2 * S->state[1]; +#endif + + /* acc += y[n-1] */ + acc += (q31_t) S->state[2] << 15; + + /* saturate the output */ + out = (q15_t) (__SSAT((q31_t)(acc >> 15), 16)); + + /* Update state */ + S->state[1] = S->state[0]; + S->state[0] = in; + S->state[2] = out; + + /* return to application */ + return (out); + } + + /** + * @} end of PID group + */ + + + /** + * @brief Floating-point matrix inverse. + * @param[in] src points to the instance of the input floating-point matrix structure. + * @param[out] dst points to the instance of the output floating-point matrix structure. + * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. + * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. + */ + arm_status arm_mat_inverse_f32( + const arm_matrix_instance_f32 * src, + arm_matrix_instance_f32 * dst); + + + /** + * @brief Floating-point matrix inverse. + * @param[in] src points to the instance of the input floating-point matrix structure. + * @param[out] dst points to the instance of the output floating-point matrix structure. + * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. + * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. + */ + arm_status arm_mat_inverse_f64( + const arm_matrix_instance_f64 * src, + arm_matrix_instance_f64 * dst); + + + + /** + * @ingroup groupController + */ + + /** + * @defgroup clarke Vector Clarke Transform + * Forward Clarke transform converts the instantaneous stator phases into a two-coordinate time invariant vector. + * Generally the Clarke transform uses three-phase currents Ia, Ib and Ic to calculate currents + * in the two-phase orthogonal stator axis Ialpha and Ibeta. + * When Ialpha is superposed with Ia as shown in the figure below + * \image html clarke.gif Stator current space vector and its components in (a,b). + * and Ia + Ib + Ic = 0, in this condition Ialpha and Ibeta + * can be calculated using only Ia and Ib. + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html clarkeFormula.gif + * where Ia and Ib are the instantaneous stator phases and + * pIalpha and pIbeta are the two coordinates of time invariant vector. + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Clarke transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup clarke + * @{ + */ + + /** + * + * @brief Floating-point Clarke transform + * @param[in] Ia input three-phase coordinate a + * @param[in] Ib input three-phase coordinate b + * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + * @param[out] pIbeta points to output two-phase orthogonal vector axis beta + * @return none + */ + __STATIC_FORCEINLINE void arm_clarke_f32( + float32_t Ia, + float32_t Ib, + float32_t * pIalpha, + float32_t * pIbeta) + { + /* Calculate pIalpha using the equation, pIalpha = Ia */ + *pIalpha = Ia; + + /* Calculate pIbeta using the equation, pIbeta = (1/sqrt(3)) * Ia + (2/sqrt(3)) * Ib */ + *pIbeta = ((float32_t) 0.57735026919 * Ia + (float32_t) 1.15470053838 * Ib); + } + + +/** + @brief Clarke transform for Q31 version + @param[in] Ia input three-phase coordinate a + @param[in] Ib input three-phase coordinate b + @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + @param[out] pIbeta points to output two-phase orthogonal vector axis beta + @return none + + \par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the addition, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_clarke_q31( + q31_t Ia, + q31_t Ib, + q31_t * pIalpha, + q31_t * pIbeta) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + + /* Calculating pIalpha from Ia by equation pIalpha = Ia */ + *pIalpha = Ia; + + /* Intermediate product is calculated by (1/(sqrt(3)) * Ia) */ + product1 = (q31_t) (((q63_t) Ia * 0x24F34E8B) >> 30); + + /* Intermediate product is calculated by (2/sqrt(3) * Ib) */ + product2 = (q31_t) (((q63_t) Ib * 0x49E69D16) >> 30); + + /* pIbeta is calculated by adding the intermediate products */ + *pIbeta = __QADD(product1, product2); + } + + /** + * @} end of clarke group + */ + + + /** + * @ingroup groupController + */ + + /** + * @defgroup inv_clarke Vector Inverse Clarke Transform + * Inverse Clarke transform converts the two-coordinate time invariant vector into instantaneous stator phases. + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html clarkeInvFormula.gif + * where pIa and pIb are the instantaneous stator phases and + * Ialpha and Ibeta are the two coordinates of time invariant vector. + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Clarke transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup inv_clarke + * @{ + */ + + /** + * @brief Floating-point Inverse Clarke transform + * @param[in] Ialpha input two-phase orthogonal vector axis alpha + * @param[in] Ibeta input two-phase orthogonal vector axis beta + * @param[out] pIa points to output three-phase coordinate a + * @param[out] pIb points to output three-phase coordinate b + * @return none + */ + __STATIC_FORCEINLINE void arm_inv_clarke_f32( + float32_t Ialpha, + float32_t Ibeta, + float32_t * pIa, + float32_t * pIb) + { + /* Calculating pIa from Ialpha by equation pIa = Ialpha */ + *pIa = Ialpha; + + /* Calculating pIb from Ialpha and Ibeta by equation pIb = -(1/2) * Ialpha + (sqrt(3)/2) * Ibeta */ + *pIb = -0.5f * Ialpha + 0.8660254039f * Ibeta; + } + + +/** + @brief Inverse Clarke transform for Q31 version + @param[in] Ialpha input two-phase orthogonal vector axis alpha + @param[in] Ibeta input two-phase orthogonal vector axis beta + @param[out] pIa points to output three-phase coordinate a + @param[out] pIb points to output three-phase coordinate b + @return none + + \par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the subtraction, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_inv_clarke_q31( + q31_t Ialpha, + q31_t Ibeta, + q31_t * pIa, + q31_t * pIb) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + + /* Calculating pIa from Ialpha by equation pIa = Ialpha */ + *pIa = Ialpha; + + /* Intermediate product is calculated by (1/(2*sqrt(3)) * Ia) */ + product1 = (q31_t) (((q63_t) (Ialpha) * (0x40000000)) >> 31); + + /* Intermediate product is calculated by (1/sqrt(3) * pIb) */ + product2 = (q31_t) (((q63_t) (Ibeta) * (0x6ED9EBA1)) >> 31); + + /* pIb is calculated by subtracting the products */ + *pIb = __QSUB(product2, product1); + } + + /** + * @} end of inv_clarke group + */ + + + + /** + * @ingroup groupController + */ + + /** + * @defgroup park Vector Park Transform + * + * Forward Park transform converts the input two-coordinate vector to flux and torque components. + * The Park transform can be used to realize the transformation of the Ialpha and the Ibeta currents + * from the stationary to the moving reference frame and control the spatial relationship between + * the stator vector current and rotor flux vector. + * If we consider the d axis aligned with the rotor flux, the diagram below shows the + * current vector and the relationship from the two reference frames: + * \image html park.gif "Stator current space vector and its component in (a,b) and in the d,q rotating reference frame" + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html parkFormula.gif + * where Ialpha and Ibeta are the stator vector components, + * pId and pIq are rotor vector components and cosVal and sinVal are the + * cosine and sine values of theta (rotor flux position). + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Park transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup park + * @{ + */ + + /** + * @brief Floating-point Park transform + * @param[in] Ialpha input two-phase vector coordinate alpha + * @param[in] Ibeta input two-phase vector coordinate beta + * @param[out] pId points to output rotor reference frame d + * @param[out] pIq points to output rotor reference frame q + * @param[in] sinVal sine value of rotation angle theta + * @param[in] cosVal cosine value of rotation angle theta + * @return none + * + * The function implements the forward Park transform. + * + */ + __STATIC_FORCEINLINE void arm_park_f32( + float32_t Ialpha, + float32_t Ibeta, + float32_t * pId, + float32_t * pIq, + float32_t sinVal, + float32_t cosVal) + { + /* Calculate pId using the equation, pId = Ialpha * cosVal + Ibeta * sinVal */ + *pId = Ialpha * cosVal + Ibeta * sinVal; + + /* Calculate pIq using the equation, pIq = - Ialpha * sinVal + Ibeta * cosVal */ + *pIq = -Ialpha * sinVal + Ibeta * cosVal; + } + + +/** + @brief Park transform for Q31 version + @param[in] Ialpha input two-phase vector coordinate alpha + @param[in] Ibeta input two-phase vector coordinate beta + @param[out] pId points to output rotor reference frame d + @param[out] pIq points to output rotor reference frame q + @param[in] sinVal sine value of rotation angle theta + @param[in] cosVal cosine value of rotation angle theta + @return none + + \par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the addition and subtraction, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_park_q31( + q31_t Ialpha, + q31_t Ibeta, + q31_t * pId, + q31_t * pIq, + q31_t sinVal, + q31_t cosVal) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + q31_t product3, product4; /* Temporary variables used to store intermediate results */ + + /* Intermediate product is calculated by (Ialpha * cosVal) */ + product1 = (q31_t) (((q63_t) (Ialpha) * (cosVal)) >> 31); + + /* Intermediate product is calculated by (Ibeta * sinVal) */ + product2 = (q31_t) (((q63_t) (Ibeta) * (sinVal)) >> 31); + + + /* Intermediate product is calculated by (Ialpha * sinVal) */ + product3 = (q31_t) (((q63_t) (Ialpha) * (sinVal)) >> 31); + + /* Intermediate product is calculated by (Ibeta * cosVal) */ + product4 = (q31_t) (((q63_t) (Ibeta) * (cosVal)) >> 31); + + /* Calculate pId by adding the two intermediate products 1 and 2 */ + *pId = __QADD(product1, product2); + + /* Calculate pIq by subtracting the two intermediate products 3 from 4 */ + *pIq = __QSUB(product4, product3); + } + + /** + * @} end of park group + */ + + + /** + * @ingroup groupController + */ + + /** + * @defgroup inv_park Vector Inverse Park transform + * Inverse Park transform converts the input flux and torque components to two-coordinate vector. + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html parkInvFormula.gif + * where pIalpha and pIbeta are the stator vector components, + * Id and Iq are rotor vector components and cosVal and sinVal are the + * cosine and sine values of theta (rotor flux position). + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Park transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup inv_park + * @{ + */ + + /** + * @brief Floating-point Inverse Park transform + * @param[in] Id input coordinate of rotor reference frame d + * @param[in] Iq input coordinate of rotor reference frame q + * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + * @param[out] pIbeta points to output two-phase orthogonal vector axis beta + * @param[in] sinVal sine value of rotation angle theta + * @param[in] cosVal cosine value of rotation angle theta + * @return none + */ + __STATIC_FORCEINLINE void arm_inv_park_f32( + float32_t Id, + float32_t Iq, + float32_t * pIalpha, + float32_t * pIbeta, + float32_t sinVal, + float32_t cosVal) + { + /* Calculate pIalpha using the equation, pIalpha = Id * cosVal - Iq * sinVal */ + *pIalpha = Id * cosVal - Iq * sinVal; + + /* Calculate pIbeta using the equation, pIbeta = Id * sinVal + Iq * cosVal */ + *pIbeta = Id * sinVal + Iq * cosVal; + } + + +/** + @brief Inverse Park transform for Q31 version + @param[in] Id input coordinate of rotor reference frame d + @param[in] Iq input coordinate of rotor reference frame q + @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + @param[out] pIbeta points to output two-phase orthogonal vector axis beta + @param[in] sinVal sine value of rotation angle theta + @param[in] cosVal cosine value of rotation angle theta + @return none + + @par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the addition, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_inv_park_q31( + q31_t Id, + q31_t Iq, + q31_t * pIalpha, + q31_t * pIbeta, + q31_t sinVal, + q31_t cosVal) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + q31_t product3, product4; /* Temporary variables used to store intermediate results */ + + /* Intermediate product is calculated by (Id * cosVal) */ + product1 = (q31_t) (((q63_t) (Id) * (cosVal)) >> 31); + + /* Intermediate product is calculated by (Iq * sinVal) */ + product2 = (q31_t) (((q63_t) (Iq) * (sinVal)) >> 31); + + + /* Intermediate product is calculated by (Id * sinVal) */ + product3 = (q31_t) (((q63_t) (Id) * (sinVal)) >> 31); + + /* Intermediate product is calculated by (Iq * cosVal) */ + product4 = (q31_t) (((q63_t) (Iq) * (cosVal)) >> 31); + + /* Calculate pIalpha by using the two intermediate products 1 and 2 */ + *pIalpha = __QSUB(product1, product2); + + /* Calculate pIbeta by using the two intermediate products 3 and 4 */ + *pIbeta = __QADD(product4, product3); + } + + /** + * @} end of Inverse park group + */ + + + /** + * @ingroup groupInterpolation + */ + + /** + * @defgroup LinearInterpolate Linear Interpolation + * + * Linear interpolation is a method of curve fitting using linear polynomials. + * Linear interpolation works by effectively drawing a straight line between two neighboring samples and returning the appropriate point along that line + * + * \par + * \image html LinearInterp.gif "Linear interpolation" + * + * \par + * A Linear Interpolate function calculates an output value(y), for the input(x) + * using linear interpolation of the input values x0, x1( nearest input values) and the output values y0 and y1(nearest output values) + * + * \par Algorithm: + * 
+   *       y = y0 + (x - x0) * ((y1 - y0)/(x1-x0))
+   *       where x0, x1 are nearest values of input x
+   *             y0, y1 are nearest values to output y
+   *
+ * + * \par + * This set of functions implements Linear interpolation process + * for Q7, Q15, Q31, and floating-point data types. The functions operate on a single + * sample of data and each call to the function returns a single processed value. + * S points to an instance of the Linear Interpolate function data structure. + * x is the input sample value. The functions returns the output value. + * + * \par + * if x is outside of the table boundary, Linear interpolation returns first value of the table + * if x is below input range and returns last value of table if x is above range. + */ + + /** + * @addtogroup LinearInterpolate + * @{ + */ + + /** + * @brief Process function for the floating-point Linear Interpolation Function. + * @param[in,out] S is an instance of the floating-point Linear Interpolation structure + * @param[in] x input sample to process + * @return y processed output sample. + * + */ + __STATIC_FORCEINLINE float32_t arm_linear_interp_f32( + arm_linear_interp_instance_f32 * S, + float32_t x) + { + float32_t y; + float32_t x0, x1; /* Nearest input values */ + float32_t y0, y1; /* Nearest output values */ + float32_t xSpacing = S->xSpacing; /* spacing between input values */ + int32_t i; /* Index variable */ + float32_t *pYData = S->pYData; /* pointer to output table */ + + /* Calculation of index */ + i = (int32_t) ((x - S->x1) / xSpacing); + + if (i < 0) + { + /* Iniatilize output for below specified range as least output value of table */ + y = pYData[0]; + } + else if ((uint32_t)i >= (S->nValues - 1)) + { + /* Iniatilize output for above specified range as last output value of table */ + y = pYData[S->nValues - 1]; + } + else + { + /* Calculation of nearest input values */ + x0 = S->x1 + i * xSpacing; + x1 = S->x1 + (i + 1) * xSpacing; + + /* Read of nearest output values */ + y0 = pYData[i]; + y1 = pYData[i + 1]; + + /* Calculation of output */ + y = y0 + (x - x0) * ((y1 - y0) / (x1 - x0)); + + } + + /* returns output value */ + return (y); + } + + + /** + * + * @brief Process function for the Q31 Linear Interpolation Function. + * @param[in] pYData pointer to Q31 Linear Interpolation table + * @param[in] x input sample to process + * @param[in] nValues number of table values + * @return y processed output sample. + * + * \par + * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. + * This function can support maximum of table size 2^12. + * + */ + __STATIC_FORCEINLINE q31_t arm_linear_interp_q31( + q31_t * pYData, + q31_t x, + uint32_t nValues) + { + q31_t y; /* output */ + q31_t y0, y1; /* Nearest output values */ + q31_t fract; /* fractional part */ + int32_t index; /* Index to read nearest output values */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + index = ((x & (q31_t)0xFFF00000) >> 20); + + if (index >= (int32_t)(nValues - 1)) + { + return (pYData[nValues - 1]); + } + else if (index < 0) + { + return (pYData[0]); + } + else + { + /* 20 bits for the fractional part */ + /* shift left by 11 to keep fract in 1.31 format */ + fract = (x & 0x000FFFFF) << 11; + + /* Read two nearest output values from the index in 1.31(q31) format */ + y0 = pYData[index]; + y1 = pYData[index + 1]; + + /* Calculation of y0 * (1-fract) and y is in 2.30 format */ + y = ((q31_t) ((q63_t) y0 * (0x7FFFFFFF - fract) >> 32)); + + /* Calculation of y0 * (1-fract) + y1 *fract and y is in 2.30 format */ + y += ((q31_t) (((q63_t) y1 * fract) >> 32)); + + /* Convert y to 1.31 format */ + return (y << 1U); + } + } + + + /** + * + * @brief Process function for the Q15 Linear Interpolation Function. + * @param[in] pYData pointer to Q15 Linear Interpolation table + * @param[in] x input sample to process + * @param[in] nValues number of table values + * @return y processed output sample. + * + * \par + * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. + * This function can support maximum of table size 2^12. + * + */ + __STATIC_FORCEINLINE q15_t arm_linear_interp_q15( + q15_t * pYData, + q31_t x, + uint32_t nValues) + { + q63_t y; /* output */ + q15_t y0, y1; /* Nearest output values */ + q31_t fract; /* fractional part */ + int32_t index; /* Index to read nearest output values */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + index = ((x & (int32_t)0xFFF00000) >> 20); + + if (index >= (int32_t)(nValues - 1)) + { + return (pYData[nValues - 1]); + } + else if (index < 0) + { + return (pYData[0]); + } + else + { + /* 20 bits for the fractional part */ + /* fract is in 12.20 format */ + fract = (x & 0x000FFFFF); + + /* Read two nearest output values from the index */ + y0 = pYData[index]; + y1 = pYData[index + 1]; + + /* Calculation of y0 * (1-fract) and y is in 13.35 format */ + y = ((q63_t) y0 * (0xFFFFF - fract)); + + /* Calculation of (y0 * (1-fract) + y1 * fract) and y is in 13.35 format */ + y += ((q63_t) y1 * (fract)); + + /* convert y to 1.15 format */ + return (q15_t) (y >> 20); + } + } + + + /** + * + * @brief Process function for the Q7 Linear Interpolation Function. + * @param[in] pYData pointer to Q7 Linear Interpolation table + * @param[in] x input sample to process + * @param[in] nValues number of table values + * @return y processed output sample. + * + * \par + * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. + * This function can support maximum of table size 2^12. + */ + __STATIC_FORCEINLINE q7_t arm_linear_interp_q7( + q7_t * pYData, + q31_t x, + uint32_t nValues) + { + q31_t y; /* output */ + q7_t y0, y1; /* Nearest output values */ + q31_t fract; /* fractional part */ + uint32_t index; /* Index to read nearest output values */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + if (x < 0) + { + return (pYData[0]); + } + index = (x >> 20) & 0xfff; + + if (index >= (nValues - 1)) + { + return (pYData[nValues - 1]); + } + else + { + /* 20 bits for the fractional part */ + /* fract is in 12.20 format */ + fract = (x & 0x000FFFFF); + + /* Read two nearest output values from the index and are in 1.7(q7) format */ + y0 = pYData[index]; + y1 = pYData[index + 1]; + + /* Calculation of y0 * (1-fract ) and y is in 13.27(q27) format */ + y = ((y0 * (0xFFFFF - fract))); + + /* Calculation of y1 * fract + y0 * (1-fract) and y is in 13.27(q27) format */ + y += (y1 * fract); + + /* convert y to 1.7(q7) format */ + return (q7_t) (y >> 20); + } + } + + /** + * @} end of LinearInterpolate group + */ + + /** + * @brief Fast approximation to the trigonometric sine function for floating-point data. + * @param[in] x input value in radians. + * @return sin(x). + */ + float32_t arm_sin_f32( + float32_t x); + + + /** + * @brief Fast approximation to the trigonometric sine function for Q31 data. + * @param[in] x Scaled input value in radians. + * @return sin(x). + */ + q31_t arm_sin_q31( + q31_t x); + + + /** + * @brief Fast approximation to the trigonometric sine function for Q15 data. + * @param[in] x Scaled input value in radians. + * @return sin(x). + */ + q15_t arm_sin_q15( + q15_t x); + + + /** + * @brief Fast approximation to the trigonometric cosine function for floating-point data. + * @param[in] x input value in radians. + * @return cos(x). + */ + float32_t arm_cos_f32( + float32_t x); + + + /** + * @brief Fast approximation to the trigonometric cosine function for Q31 data. + * @param[in] x Scaled input value in radians. + * @return cos(x). + */ + q31_t arm_cos_q31( + q31_t x); + + + /** + * @brief Fast approximation to the trigonometric cosine function for Q15 data. + * @param[in] x Scaled input value in radians. + * @return cos(x). + */ + q15_t arm_cos_q15( + q15_t x); + + +/** + @brief Floating-point vector of log values. + @param[in] pSrc points to the input vector + @param[out] pDst points to the output vector + @param[in] blockSize number of samples in each vector + @return none + */ + void arm_vlog_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + +/** + @brief Floating-point vector of exp values. + @param[in] pSrc points to the input vector + @param[out] pDst points to the output vector + @param[in] blockSize number of samples in each vector + @return none + */ + void arm_vexp_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @ingroup groupFastMath + */ + + + /** + * @defgroup SQRT Square Root + * + * Computes the square root of a number. + * There are separate functions for Q15, Q31, and floating-point data types. + * The square root function is computed using the Newton-Raphson algorithm. + * This is an iterative algorithm of the form: + * 
+   *      x1 = x0 - f(x0)/f'(x0)
+   *
+ * where x1 is the current estimate, + * x0 is the previous estimate, and + * f'(x0) is the derivative of f() evaluated at x0. + * For the square root function, the algorithm reduces to: + * 
+   *     x0 = in/2                         [initial guess]
+   *     x1 = 1/2 * ( x0 + in / x0)        [each iteration]
+   *
+ */ + + + /** + * @addtogroup SQRT + * @{ + */ + +/** + @brief Floating-point square root function. + @param[in] in input value + @param[out] pOut square root of input value + @return execution status + - \ref ARM_MATH_SUCCESS : input value is positive + - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 + */ +__STATIC_FORCEINLINE arm_status arm_sqrt_f32( + float32_t in, + float32_t * pOut) + { + if (in >= 0.0f) + { +#if defined ( __CC_ARM ) + #if defined __TARGET_FPU_VFP + *pOut = __sqrtf(in); + #else + *pOut = sqrtf(in); + #endif + +#elif defined ( __ICCARM__ ) + #if defined __ARMVFP__ + __ASM("VSQRT.F32 %0,%1" : "=t"(*pOut) : "t"(in)); + #else + *pOut = sqrtf(in); + #endif + +#else + *pOut = sqrtf(in); +#endif + + return (ARM_MATH_SUCCESS); + } + else + { + *pOut = 0.0f; + return (ARM_MATH_ARGUMENT_ERROR); + } + } + + +/** + @brief Q31 square root function. + @param[in] in input value. The range of the input value is [0 +1) or 0x00000000 to 0x7FFFFFFF + @param[out] pOut points to square root of input value + @return execution status + - \ref ARM_MATH_SUCCESS : input value is positive + - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 + */ +arm_status arm_sqrt_q31( + q31_t in, + q31_t * pOut); + + +/** + @brief Q15 square root function. + @param[in] in input value. The range of the input value is [0 +1) or 0x0000 to 0x7FFF + @param[out] pOut points to square root of input value + @return execution status + - \ref ARM_MATH_SUCCESS : input value is positive + - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 + */ +arm_status arm_sqrt_q15( + q15_t in, + q15_t * pOut); + + /** + * @brief Vector Floating-point square root function. + * @param[in] pIn input vector. + * @param[out] pOut vector of square roots of input elements. + * @param[in] len length of input vector. + * @return The function returns ARM_MATH_SUCCESS if input value is positive value or ARM_MATH_ARGUMENT_ERROR if + * in is negative value and returns zero output for negative values. + */ + void arm_vsqrt_f32( + float32_t * pIn, + float32_t * pOut, + uint16_t len); + + void arm_vsqrt_q31( + q31_t * pIn, + q31_t * pOut, + uint16_t len); + + void arm_vsqrt_q15( + q15_t * pIn, + q15_t * pOut, + uint16_t len); + + /** + * @} end of SQRT group + */ + + + /** + * @brief floating-point Circular write function. + */ + __STATIC_FORCEINLINE void arm_circularWrite_f32( + int32_t * circBuffer, + int32_t L, + uint16_t * writeOffset, + int32_t bufferInc, + const int32_t * src, + int32_t srcInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t wOffset; + + /* Copy the value of Index pointer that points + * to the current location where the input samples to be copied */ + wOffset = *writeOffset; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the input sample to the circular buffer */ + circBuffer[wOffset] = *src; + + /* Update the input pointer */ + src += srcInc; + + /* Circularly update wOffset. Watch out for positive and negative value */ + wOffset += bufferInc; + if (wOffset >= L) + wOffset -= L; + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *writeOffset = (uint16_t)wOffset; + } + + + + /** + * @brief floating-point Circular Read function. + */ + __STATIC_FORCEINLINE void arm_circularRead_f32( + int32_t * circBuffer, + int32_t L, + int32_t * readOffset, + int32_t bufferInc, + int32_t * dst, + int32_t * dst_base, + int32_t dst_length, + int32_t dstInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t rOffset; + int32_t* dst_end; + + /* Copy the value of Index pointer that points + * to the current location from where the input samples to be read */ + rOffset = *readOffset; + dst_end = dst_base + dst_length; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the sample from the circular buffer to the destination buffer */ + *dst = circBuffer[rOffset]; + + /* Update the input pointer */ + dst += dstInc; + + if (dst == dst_end) + { + dst = dst_base; + } + + /* Circularly update rOffset. Watch out for positive and negative value */ + rOffset += bufferInc; + + if (rOffset >= L) + { + rOffset -= L; + } + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *readOffset = rOffset; + } + + + /** + * @brief Q15 Circular write function. + */ + __STATIC_FORCEINLINE void arm_circularWrite_q15( + q15_t * circBuffer, + int32_t L, + uint16_t * writeOffset, + int32_t bufferInc, + const q15_t * src, + int32_t srcInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t wOffset; + + /* Copy the value of Index pointer that points + * to the current location where the input samples to be copied */ + wOffset = *writeOffset; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the input sample to the circular buffer */ + circBuffer[wOffset] = *src; + + /* Update the input pointer */ + src += srcInc; + + /* Circularly update wOffset. Watch out for positive and negative value */ + wOffset += bufferInc; + if (wOffset >= L) + wOffset -= L; + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *writeOffset = (uint16_t)wOffset; + } + + + /** + * @brief Q15 Circular Read function. + */ + __STATIC_FORCEINLINE void arm_circularRead_q15( + q15_t * circBuffer, + int32_t L, + int32_t * readOffset, + int32_t bufferInc, + q15_t * dst, + q15_t * dst_base, + int32_t dst_length, + int32_t dstInc, + uint32_t blockSize) + { + uint32_t i = 0; + int32_t rOffset; + q15_t* dst_end; + + /* Copy the value of Index pointer that points + * to the current location from where the input samples to be read */ + rOffset = *readOffset; + + dst_end = dst_base + dst_length; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the sample from the circular buffer to the destination buffer */ + *dst = circBuffer[rOffset]; + + /* Update the input pointer */ + dst += dstInc; + + if (dst == dst_end) + { + dst = dst_base; + } + + /* Circularly update wOffset. Watch out for positive and negative value */ + rOffset += bufferInc; + + if (rOffset >= L) + { + rOffset -= L; + } + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *readOffset = rOffset; + } + + + /** + * @brief Q7 Circular write function. + */ + __STATIC_FORCEINLINE void arm_circularWrite_q7( + q7_t * circBuffer, + int32_t L, + uint16_t * writeOffset, + int32_t bufferInc, + const q7_t * src, + int32_t srcInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t wOffset; + + /* Copy the value of Index pointer that points + * to the current location where the input samples to be copied */ + wOffset = *writeOffset; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the input sample to the circular buffer */ + circBuffer[wOffset] = *src; + + /* Update the input pointer */ + src += srcInc; + + /* Circularly update wOffset. Watch out for positive and negative value */ + wOffset += bufferInc; + if (wOffset >= L) + wOffset -= L; + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *writeOffset = (uint16_t)wOffset; + } + + + /** + * @brief Q7 Circular Read function. + */ + __STATIC_FORCEINLINE void arm_circularRead_q7( + q7_t * circBuffer, + int32_t L, + int32_t * readOffset, + int32_t bufferInc, + q7_t * dst, + q7_t * dst_base, + int32_t dst_length, + int32_t dstInc, + uint32_t blockSize) + { + uint32_t i = 0; + int32_t rOffset; + q7_t* dst_end; + + /* Copy the value of Index pointer that points + * to the current location from where the input samples to be read */ + rOffset = *readOffset; + + dst_end = dst_base + dst_length; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the sample from the circular buffer to the destination buffer */ + *dst = circBuffer[rOffset]; + + /* Update the input pointer */ + dst += dstInc; + + if (dst == dst_end) + { + dst = dst_base; + } + + /* Circularly update rOffset. Watch out for positive and negative value */ + rOffset += bufferInc; + + if (rOffset >= L) + { + rOffset -= L; + } + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *readOffset = rOffset; + } + + + /** + * @brief Sum of the squares of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_q31( + const q31_t * pSrc, + uint32_t blockSize, + q63_t * pResult); + + + /** + * @brief Sum of the squares of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Sum of the squares of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_q15( + const q15_t * pSrc, + uint32_t blockSize, + q63_t * pResult); + + + /** + * @brief Sum of the squares of the elements of a Q7 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_q7( + const q7_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Mean value of a Q7 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_q7( + const q7_t * pSrc, + uint32_t blockSize, + q7_t * pResult); + + + /** + * @brief Mean value of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Mean value of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Mean value of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Variance of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_var_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Variance of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_var_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Variance of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_var_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Root Mean Square of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_rms_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Root Mean Square of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_rms_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Root Mean Square of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_rms_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Standard deviation of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_std_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Standard deviation of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_std_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Standard deviation of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_std_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Floating-point complex magnitude + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex magnitude + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex magnitude + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex dot product + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] numSamples number of complex samples in each vector + * @param[out] realResult real part of the result returned here + * @param[out] imagResult imaginary part of the result returned here + */ + void arm_cmplx_dot_prod_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + uint32_t numSamples, + q31_t * realResult, + q31_t * imagResult); + + + /** + * @brief Q31 complex dot product + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] numSamples number of complex samples in each vector + * @param[out] realResult real part of the result returned here + * @param[out] imagResult imaginary part of the result returned here + */ + void arm_cmplx_dot_prod_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + uint32_t numSamples, + q63_t * realResult, + q63_t * imagResult); + + + /** + * @brief Floating-point complex dot product + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] numSamples number of complex samples in each vector + * @param[out] realResult real part of the result returned here + * @param[out] imagResult imaginary part of the result returned here + */ + void arm_cmplx_dot_prod_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + uint32_t numSamples, + float32_t * realResult, + float32_t * imagResult); + + + /** + * @brief Q15 complex-by-real multiplication + * @param[in] pSrcCmplx points to the complex input vector + * @param[in] pSrcReal points to the real input vector + * @param[out] pCmplxDst points to the complex output vector + * @param[in] numSamples number of samples in each vector + */ + void arm_cmplx_mult_real_q15( + const q15_t * pSrcCmplx, + const q15_t * pSrcReal, + q15_t * pCmplxDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex-by-real multiplication + * @param[in] pSrcCmplx points to the complex input vector + * @param[in] pSrcReal points to the real input vector + * @param[out] pCmplxDst points to the complex output vector + * @param[in] numSamples number of samples in each vector + */ + void arm_cmplx_mult_real_q31( + const q31_t * pSrcCmplx, + const q31_t * pSrcReal, + q31_t * pCmplxDst, + uint32_t numSamples); + + + /** + * @brief Floating-point complex-by-real multiplication + * @param[in] pSrcCmplx points to the complex input vector + * @param[in] pSrcReal points to the real input vector + * @param[out] pCmplxDst points to the complex output vector + * @param[in] numSamples number of samples in each vector + */ + void arm_cmplx_mult_real_f32( + const float32_t * pSrcCmplx, + const float32_t * pSrcReal, + float32_t * pCmplxDst, + uint32_t numSamples); + + + /** + * @brief Minimum value of a Q7 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] result is output pointer + * @param[in] index is the array index of the minimum value in the input buffer. + */ + void arm_min_q7( + const q7_t * pSrc, + uint32_t blockSize, + q7_t * result, + uint32_t * index); + + + /** + * @brief Minimum value of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output pointer + * @param[in] pIndex is the array index of the minimum value in the input buffer. + */ + void arm_min_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult, + uint32_t * pIndex); + + + /** + * @brief Minimum value of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output pointer + * @param[out] pIndex is the array index of the minimum value in the input buffer. + */ + void arm_min_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult, + uint32_t * pIndex); + + + /** + * @brief Minimum value of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output pointer + * @param[out] pIndex is the array index of the minimum value in the input buffer. + */ + void arm_min_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a Q7 vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_q7( + const q7_t * pSrc, + uint32_t blockSize, + q7_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a Q15 vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a Q31 vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a floating-point vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult, + uint32_t * pIndex); + + /** + @brief Maximum value of a floating-point vector. + @param[in] pSrc points to the input vector + @param[in] blockSize number of samples in input vector + @param[out] pResult maximum value returned here + @return none + */ + void arm_max_no_idx_f32( + const float32_t *pSrc, + uint32_t blockSize, + float32_t *pResult); + + /** + * @brief Q15 complex-by-complex multiplication + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_mult_cmplx_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex-by-complex multiplication + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_mult_cmplx_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Floating-point complex-by-complex multiplication + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_mult_cmplx_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t numSamples); + + + /** + * @brief Converts the elements of the floating-point vector to Q31 vector. + * @param[in] pSrc points to the floating-point input vector + * @param[out] pDst points to the Q31 output vector + * @param[in] blockSize length of the input vector + */ + void arm_float_to_q31( + const float32_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the floating-point vector to Q15 vector. + * @param[in] pSrc points to the floating-point input vector + * @param[out] pDst points to the Q15 output vector + * @param[in] blockSize length of the input vector + */ + void arm_float_to_q15( + const float32_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the floating-point vector to Q7 vector. + * @param[in] pSrc points to the floating-point input vector + * @param[out] pDst points to the Q7 output vector + * @param[in] blockSize length of the input vector + */ + void arm_float_to_q7( + const float32_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q31 vector to floating-point vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q31_to_float( + const q31_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q31 vector to Q15 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q31_to_q15( + const q31_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q31 vector to Q7 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q31_to_q7( + const q31_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q15 vector to floating-point vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q15_to_float( + const q15_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q15 vector to Q31 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q15_to_q31( + const q15_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q15 vector to Q7 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q15_to_q7( + const q15_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q7 vector to floating-point vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q7_to_float( + const q7_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q7 vector to Q31 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_q7_to_q31( + const q7_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q7 vector to Q15 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_q7_to_q15( + const q7_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + +/** + * @brief Struct for specifying SVM Kernel + */ +typedef enum +{ + ARM_ML_KERNEL_LINEAR = 0, + /**< Linear kernel */ + ARM_ML_KERNEL_POLYNOMIAL = 1, + /**< Polynomial kernel */ + ARM_ML_KERNEL_RBF = 2, + /**< Radial Basis Function kernel */ + ARM_ML_KERNEL_SIGMOID = 3 + /**< Sigmoid kernel */ +} arm_ml_kernel_type; + + +/** + * @brief Instance structure for linear SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ +} arm_svm_linear_instance_f32; + + +/** + * @brief Instance structure for polynomial SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ + int32_t degree; /**< Polynomial degree */ + float32_t coef0; /**< Polynomial constant */ + float32_t gamma; /**< Gamma factor */ +} arm_svm_polynomial_instance_f32; + +/** + * @brief Instance structure for rbf SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ + float32_t gamma; /**< Gamma factor */ +} arm_svm_rbf_instance_f32; + +/** + * @brief Instance structure for sigmoid SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ + float32_t coef0; /**< Independant constant */ + float32_t gamma; /**< Gamma factor */ +} arm_svm_sigmoid_instance_f32; + +/** + * @brief SVM linear instance init function + * @param[in] S Parameters for SVM functions + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @return none. + * + */ + + +void arm_svm_linear_init_f32(arm_svm_linear_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes); + +/** + * @brief SVM linear prediction + * @param[in] S Pointer to an instance of the linear SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult Decision value + * @return none. + * + */ + +void arm_svm_linear_predict_f32(const arm_svm_linear_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + + +/** + * @brief SVM polynomial instance init function + * @param[in] S points to an instance of the polynomial SVM structure. + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @param[in] degree Polynomial degree + * @param[in] coef0 coeff0 (scikit-learn terminology) + * @param[in] gamma gamma (scikit-learn terminology) + * @return none. + * + */ + + +void arm_svm_polynomial_init_f32(arm_svm_polynomial_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes, + int32_t degree, + float32_t coef0, + float32_t gamma + ); + +/** + * @brief SVM polynomial prediction + * @param[in] S Pointer to an instance of the polynomial SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult Decision value + * @return none. + * + */ +void arm_svm_polynomial_predict_f32(const arm_svm_polynomial_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + + +/** + * @brief SVM radial basis function instance init function + * @param[in] S points to an instance of the polynomial SVM structure. + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @param[in] gamma gamma (scikit-learn terminology) + * @return none. + * + */ + +void arm_svm_rbf_init_f32(arm_svm_rbf_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes, + float32_t gamma + ); + +/** + * @brief SVM rbf prediction + * @param[in] S Pointer to an instance of the rbf SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult decision value + * @return none. + * + */ +void arm_svm_rbf_predict_f32(const arm_svm_rbf_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + +/** + * @brief SVM sigmoid instance init function + * @param[in] S points to an instance of the rbf SVM structure. + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @param[in] coef0 coeff0 (scikit-learn terminology) + * @param[in] gamma gamma (scikit-learn terminology) + * @return none. + * + */ + +void arm_svm_sigmoid_init_f32(arm_svm_sigmoid_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes, + float32_t coef0, + float32_t gamma + ); + +/** + * @brief SVM sigmoid prediction + * @param[in] S Pointer to an instance of the rbf SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult Decision value + * @return none. + * + */ +void arm_svm_sigmoid_predict_f32(const arm_svm_sigmoid_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + + + +/** + * @brief Instance structure for Naive Gaussian Bayesian estimator. + */ +typedef struct +{ + uint32_t vectorDimension; /**< Dimension of vector space */ + uint32_t numberOfClasses; /**< Number of different classes */ + const float32_t *theta; /**< Mean values for the Gaussians */ + const float32_t *sigma; /**< Variances for the Gaussians */ + const float32_t *classPriors; /**< Class prior probabilities */ + float32_t epsilon; /**< Additive value to variances */ +} arm_gaussian_naive_bayes_instance_f32; + +/** + * @brief Naive Gaussian Bayesian Estimator + * + * @param[in] S points to a naive bayes instance structure + * @param[in] in points to the elements of the input vector. + * @param[in] pBuffer points to a buffer of length numberOfClasses + * @return The predicted class + * + */ + + +uint32_t arm_gaussian_naive_bayes_predict_f32(const arm_gaussian_naive_bayes_instance_f32 *S, + const float32_t * in, + float32_t *pBuffer); + +/** + * @brief Computation of the LogSumExp + * + * In probabilistic computations, the dynamic of the probability values can be very + * wide because they come from gaussian functions. + * To avoid underflow and overflow issues, the values are represented by their log. + * In this representation, multiplying the original exp values is easy : their logs are added. + * But adding the original exp values is requiring some special handling and it is the + * goal of the LogSumExp function. + * + * If the values are x1...xn, the function is computing: + * + * ln(exp(x1) + ... + exp(xn)) and the computation is done in such a way that + * rounding issues are minimised. + * + * The max xm of the values is extracted and the function is computing: + * xm + ln(exp(x1 - xm) + ... + exp(xn - xm)) + * + * @param[in] *in Pointer to an array of input values. + * @param[in] blockSize Number of samples in the input array. + * @return LogSumExp + * + */ + + +float32_t arm_logsumexp_f32(const float32_t *in, uint32_t blockSize); + +/** + * @brief Dot product with log arithmetic + * + * Vectors are containing the log of the samples + * + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[in] pTmpBuffer temporary buffer of length blockSize + * @return The log of the dot product . + * + */ + + +float32_t arm_logsumexp_dot_prod_f32(const float32_t * pSrcA, + const float32_t * pSrcB, + uint32_t blockSize, + float32_t *pTmpBuffer); + +/** + * @brief Entropy + * + * @param[in] pSrcA Array of input values. + * @param[in] blockSize Number of samples in the input array. + * @return Entropy -Sum(p ln p) + * + */ + + +float32_t arm_entropy_f32(const float32_t * pSrcA,uint32_t blockSize); + + +/** + * @brief Entropy + * + * @param[in] pSrcA Array of input values. + * @param[in] blockSize Number of samples in the input array. + * @return Entropy -Sum(p ln p) + * + */ + + +float64_t arm_entropy_f64(const float64_t * pSrcA, uint32_t blockSize); + + +/** + * @brief Kullback-Leibler + * + * @param[in] pSrcA Pointer to an array of input values for probability distribution A. + * @param[in] pSrcB Pointer to an array of input values for probability distribution B. + * @param[in] blockSize Number of samples in the input array. + * @return Kullback-Leibler Divergence D(A || B) + * + */ +float32_t arm_kullback_leibler_f32(const float32_t * pSrcA + ,const float32_t * pSrcB + ,uint32_t blockSize); + + +/** + * @brief Kullback-Leibler + * + * @param[in] pSrcA Pointer to an array of input values for probability distribution A. + * @param[in] pSrcB Pointer to an array of input values for probability distribution B. + * @param[in] blockSize Number of samples in the input array. + * @return Kullback-Leibler Divergence D(A || B) + * + */ +float64_t arm_kullback_leibler_f64(const float64_t * pSrcA, + const float64_t * pSrcB, + uint32_t blockSize); + + +/** + * @brief Weighted sum + * + * + * @param[in] *in Array of input values. + * @param[in] *weigths Weights + * @param[in] blockSize Number of samples in the input array. + * @return Weighted sum + * + */ +float32_t arm_weighted_sum_f32(const float32_t *in + , const float32_t *weigths + , uint32_t blockSize); + + +/** + * @brief Barycenter + * + * + * @param[in] in List of vectors + * @param[in] weights Weights of the vectors + * @param[out] out Barycenter + * @param[in] nbVectors Number of vectors + * @param[in] vecDim Dimension of space (vector dimension) + * @return None + * + */ +void arm_barycenter_f32(const float32_t *in + , const float32_t *weights + , float32_t *out + , uint32_t nbVectors + , uint32_t vecDim); + +/** + * @brief Euclidean distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ + +float32_t arm_euclidean_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Bray-Curtis distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_braycurtis_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Canberra distance between two vectors + * + * This function may divide by zero when samples pA[i] and pB[i] are both zero. + * The result of the computation will be correct. So the division per zero may be + * ignored. + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_canberra_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + + +/** + * @brief Chebyshev distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_chebyshev_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + + +/** + * @brief Cityblock (Manhattan) distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_cityblock_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Correlation distance between two vectors + * + * The input vectors are modified in place ! + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_correlation_distance_f32(float32_t *pA,float32_t *pB, uint32_t blockSize); + +/** + * @brief Cosine distance between two vectors + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ + +float32_t arm_cosine_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Jensen-Shannon distance between two vectors + * + * This function is assuming that elements of second vector are > 0 + * and 0 only when the corresponding element of first vector is 0. + * Otherwise the result of the computation does not make sense + * and for speed reasons, the cases returning NaN or Infinity are not + * managed. + * + * When the function is computing x log (x / y) with x 0 and y 0, + * it will compute the right value (0) but a division per zero will occur + * and shoudl be ignored in client code. + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ + +float32_t arm_jensenshannon_distance_f32(const float32_t *pA,const float32_t *pB,uint32_t blockSize); + +/** + * @brief Minkowski distance between two vectors + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] n Norm order (>= 2) + * @param[in] blockSize vector length + * @return distance + * + */ + + + +float32_t arm_minkowski_distance_f32(const float32_t *pA,const float32_t *pB, int32_t order, uint32_t blockSize); + +/** + * @brief Dice distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] order Distance order + * @param[in] blockSize Number of samples + * @return distance + * + */ + + +float32_t arm_dice_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Hamming distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_hamming_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Jaccard distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_jaccard_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Kulsinski distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_kulsinski_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Roger Stanimoto distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_rogerstanimoto_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Russell-Rao distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_russellrao_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Sokal-Michener distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_sokalmichener_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Sokal-Sneath distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_sokalsneath_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Yule distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_yule_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + + + /** + * @ingroup groupInterpolation + */ + + /** + * @defgroup BilinearInterpolate Bilinear Interpolation + * + * Bilinear interpolation is an extension of linear interpolation applied to a two dimensional grid. + * The underlying function f(x, y) is sampled on a regular grid and the interpolation process + * determines values between the grid points. + * Bilinear interpolation is equivalent to two step linear interpolation, first in the x-dimension and then in the y-dimension. + * Bilinear interpolation is often used in image processing to rescale images. + * The CMSIS DSP library provides bilinear interpolation functions for Q7, Q15, Q31, and floating-point data types. + * + * Algorithm + * \par + * The instance structure used by the bilinear interpolation functions describes a two dimensional data table. + * For floating-point, the instance structure is defined as: + * 
+   *   typedef struct
+   *   {
+   *     uint16_t numRows;
+   *     uint16_t numCols;
+   *     float32_t *pData;
+   * } arm_bilinear_interp_instance_f32;
+   *
+ * + * \par + * where numRows specifies the number of rows in the table; + * numCols specifies the number of columns in the table; + * and pData points to an array of size numRows*numCols values. + * The data table pTable is organized in row order and the supplied data values fall on integer indexes. + * That is, table element (x,y) is located at pTable[x + y*numCols] where x and y are integers. + * + * \par + * Let (x, y) specify the desired interpolation point. Then define: + * 
+   *     XF = floor(x)
+   *     YF = floor(y)
+   *
+ * \par + * The interpolated output point is computed as: + * 
+   *  f(x, y) = f(XF, YF) * (1-(x-XF)) * (1-(y-YF))
+   *           + f(XF+1, YF) * (x-XF)*(1-(y-YF))
+   *           + f(XF, YF+1) * (1-(x-XF))*(y-YF)
+   *           + f(XF+1, YF+1) * (x-XF)*(y-YF)
+   *
+ * Note that the coordinates (x, y) contain integer and fractional components. + * The integer components specify which portion of the table to use while the + * fractional components control the interpolation processor. + * + * \par + * if (x,y) are outside of the table boundary, Bilinear interpolation returns zero output. + */ + + + /** + * @addtogroup BilinearInterpolate + * @{ + */ + + /** + * @brief Floating-point bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate. + * @param[in] Y interpolation coordinate. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE float32_t arm_bilinear_interp_f32( + const arm_bilinear_interp_instance_f32 * S, + float32_t X, + float32_t Y) + { + float32_t out; + float32_t f00, f01, f10, f11; + float32_t *pData = S->pData; + int32_t xIndex, yIndex, index; + float32_t xdiff, ydiff; + float32_t b1, b2, b3, b4; + + xIndex = (int32_t) X; + yIndex = (int32_t) Y; + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (xIndex < 0 || xIndex > (S->numCols - 2) || yIndex < 0 || yIndex > (S->numRows - 2)) + { + return (0); + } + + /* Calculation of index for two nearest points in X-direction */ + index = (xIndex ) + (yIndex ) * S->numCols; + + + /* Read two nearest points in X-direction */ + f00 = pData[index]; + f01 = pData[index + 1]; + + /* Calculation of index for two nearest points in Y-direction */ + index = (xIndex ) + (yIndex+1) * S->numCols; + + + /* Read two nearest points in Y-direction */ + f10 = pData[index]; + f11 = pData[index + 1]; + + /* Calculation of intermediate values */ + b1 = f00; + b2 = f01 - f00; + b3 = f10 - f00; + b4 = f00 - f01 - f10 + f11; + + /* Calculation of fractional part in X */ + xdiff = X - xIndex; + + /* Calculation of fractional part in Y */ + ydiff = Y - yIndex; + + /* Calculation of bi-linear interpolated output */ + out = b1 + b2 * xdiff + b3 * ydiff + b4 * xdiff * ydiff; + + /* return to application */ + return (out); + } + + + /** + * @brief Q31 bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate in 12.20 format. + * @param[in] Y interpolation coordinate in 12.20 format. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE q31_t arm_bilinear_interp_q31( + arm_bilinear_interp_instance_q31 * S, + q31_t X, + q31_t Y) + { + q31_t out; /* Temporary output */ + q31_t acc = 0; /* output */ + q31_t xfract, yfract; /* X, Y fractional parts */ + q31_t x1, x2, y1, y2; /* Nearest output values */ + int32_t rI, cI; /* Row and column indices */ + q31_t *pYData = S->pData; /* pointer to output table values */ + uint32_t nCols = S->numCols; /* num of rows */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + rI = ((X & (q31_t)0xFFF00000) >> 20); + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + cI = ((Y & (q31_t)0xFFF00000) >> 20); + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) + { + return (0); + } + + /* 20 bits for the fractional part */ + /* shift left xfract by 11 to keep 1.31 format */ + xfract = (X & 0x000FFFFF) << 11U; + + /* Read two nearest output values from the index */ + x1 = pYData[(rI) + (int32_t)nCols * (cI) ]; + x2 = pYData[(rI) + (int32_t)nCols * (cI) + 1]; + + /* 20 bits for the fractional part */ + /* shift left yfract by 11 to keep 1.31 format */ + yfract = (Y & 0x000FFFFF) << 11U; + + /* Read two nearest output values from the index */ + y1 = pYData[(rI) + (int32_t)nCols * (cI + 1) ]; + y2 = pYData[(rI) + (int32_t)nCols * (cI + 1) + 1]; + + /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 3.29(q29) format */ + out = ((q31_t) (((q63_t) x1 * (0x7FFFFFFF - xfract)) >> 32)); + acc = ((q31_t) (((q63_t) out * (0x7FFFFFFF - yfract)) >> 32)); + + /* x2 * (xfract) * (1-yfract) in 3.29(q29) and adding to acc */ + out = ((q31_t) ((q63_t) x2 * (0x7FFFFFFF - yfract) >> 32)); + acc += ((q31_t) ((q63_t) out * (xfract) >> 32)); + + /* y1 * (1 - xfract) * (yfract) in 3.29(q29) and adding to acc */ + out = ((q31_t) ((q63_t) y1 * (0x7FFFFFFF - xfract) >> 32)); + acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); + + /* y2 * (xfract) * (yfract) in 3.29(q29) and adding to acc */ + out = ((q31_t) ((q63_t) y2 * (xfract) >> 32)); + acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); + + /* Convert acc to 1.31(q31) format */ + return ((q31_t)(acc << 2)); + } + + + /** + * @brief Q15 bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate in 12.20 format. + * @param[in] Y interpolation coordinate in 12.20 format. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE q15_t arm_bilinear_interp_q15( + arm_bilinear_interp_instance_q15 * S, + q31_t X, + q31_t Y) + { + q63_t acc = 0; /* output */ + q31_t out; /* Temporary output */ + q15_t x1, x2, y1, y2; /* Nearest output values */ + q31_t xfract, yfract; /* X, Y fractional parts */ + int32_t rI, cI; /* Row and column indices */ + q15_t *pYData = S->pData; /* pointer to output table values */ + uint32_t nCols = S->numCols; /* num of rows */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + rI = ((X & (q31_t)0xFFF00000) >> 20); + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + cI = ((Y & (q31_t)0xFFF00000) >> 20); + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) + { + return (0); + } + + /* 20 bits for the fractional part */ + /* xfract should be in 12.20 format */ + xfract = (X & 0x000FFFFF); + + /* Read two nearest output values from the index */ + x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; + x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; + + /* 20 bits for the fractional part */ + /* yfract should be in 12.20 format */ + yfract = (Y & 0x000FFFFF); + + /* Read two nearest output values from the index */ + y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; + y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; + + /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 13.51 format */ + + /* x1 is in 1.15(q15), xfract in 12.20 format and out is in 13.35 format */ + /* convert 13.35 to 13.31 by right shifting and out is in 1.31 */ + out = (q31_t) (((q63_t) x1 * (0x0FFFFF - xfract)) >> 4U); + acc = ((q63_t) out * (0x0FFFFF - yfract)); + + /* x2 * (xfract) * (1-yfract) in 1.51 and adding to acc */ + out = (q31_t) (((q63_t) x2 * (0x0FFFFF - yfract)) >> 4U); + acc += ((q63_t) out * (xfract)); + + /* y1 * (1 - xfract) * (yfract) in 1.51 and adding to acc */ + out = (q31_t) (((q63_t) y1 * (0x0FFFFF - xfract)) >> 4U); + acc += ((q63_t) out * (yfract)); + + /* y2 * (xfract) * (yfract) in 1.51 and adding to acc */ + out = (q31_t) (((q63_t) y2 * (xfract)) >> 4U); + acc += ((q63_t) out * (yfract)); + + /* acc is in 13.51 format and down shift acc by 36 times */ + /* Convert out to 1.15 format */ + return ((q15_t)(acc >> 36)); + } + + + /** + * @brief Q7 bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate in 12.20 format. + * @param[in] Y interpolation coordinate in 12.20 format. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE q7_t arm_bilinear_interp_q7( + arm_bilinear_interp_instance_q7 * S, + q31_t X, + q31_t Y) + { + q63_t acc = 0; /* output */ + q31_t out; /* Temporary output */ + q31_t xfract, yfract; /* X, Y fractional parts */ + q7_t x1, x2, y1, y2; /* Nearest output values */ + int32_t rI, cI; /* Row and column indices */ + q7_t *pYData = S->pData; /* pointer to output table values */ + uint32_t nCols = S->numCols; /* num of rows */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + rI = ((X & (q31_t)0xFFF00000) >> 20); + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + cI = ((Y & (q31_t)0xFFF00000) >> 20); + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) + { + return (0); + } + + /* 20 bits for the fractional part */ + /* xfract should be in 12.20 format */ + xfract = (X & (q31_t)0x000FFFFF); + + /* Read two nearest output values from the index */ + x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; + x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; + + /* 20 bits for the fractional part */ + /* yfract should be in 12.20 format */ + yfract = (Y & (q31_t)0x000FFFFF); + + /* Read two nearest output values from the index */ + y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; + y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; + + /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 16.47 format */ + out = ((x1 * (0xFFFFF - xfract))); + acc = (((q63_t) out * (0xFFFFF - yfract))); + + /* x2 * (xfract) * (1-yfract) in 2.22 and adding to acc */ + out = ((x2 * (0xFFFFF - yfract))); + acc += (((q63_t) out * (xfract))); + + /* y1 * (1 - xfract) * (yfract) in 2.22 and adding to acc */ + out = ((y1 * (0xFFFFF - xfract))); + acc += (((q63_t) out * (yfract))); + + /* y2 * (xfract) * (yfract) in 2.22 and adding to acc */ + out = ((y2 * (yfract))); + acc += (((q63_t) out * (xfract))); + + /* acc in 16.47 format and down shift by 40 to convert to 1.7 format */ + return ((q7_t)(acc >> 40)); + } + + /** + * @} end of BilinearInterpolate group + */ + + +/* SMMLAR */ +#define multAcc_32x32_keep32_R(a, x, y) \ + a = (q31_t) (((((q63_t) a) << 32) + ((q63_t) x * y) + 0x80000000LL ) >> 32) + +/* SMMLSR */ +#define multSub_32x32_keep32_R(a, x, y) \ + a = (q31_t) (((((q63_t) a) << 32) - ((q63_t) x * y) + 0x80000000LL ) >> 32) + +/* SMMULR */ +#define mult_32x32_keep32_R(a, x, y) \ + a = (q31_t) (((q63_t) x * y + 0x80000000LL ) >> 32) + +/* SMMLA */ +#define multAcc_32x32_keep32(a, x, y) \ + a += (q31_t) (((q63_t) x * y) >> 32) + +/* SMMLS */ +#define multSub_32x32_keep32(a, x, y) \ + a -= (q31_t) (((q63_t) x * y) >> 32) + +/* SMMUL */ +#define mult_32x32_keep32(a, x, y) \ + a = (q31_t) (((q63_t) x * y ) >> 32) + + +#if defined ( __CC_ARM ) + /* Enter low optimization region - place directly above function definition */ + #if defined( __ARM_ARCH_7EM__ ) + #define LOW_OPTIMIZATION_ENTER \ + _Pragma ("push") \ + _Pragma ("O1") + #else + #define LOW_OPTIMIZATION_ENTER + #endif + + /* Exit low optimization region - place directly after end of function definition */ + #if defined ( __ARM_ARCH_7EM__ ) + #define LOW_OPTIMIZATION_EXIT \ + _Pragma ("pop") + #else + #define LOW_OPTIMIZATION_EXIT + #endif + + /* Enter low optimization region - place directly above function definition */ + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + + /* Exit low optimization region - place directly after end of function definition */ + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined (__ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __GNUC__ ) + #define LOW_OPTIMIZATION_ENTER \ + __attribute__(( optimize("-O1") )) + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __ICCARM__ ) + /* Enter low optimization region - place directly above function definition */ + #if defined ( __ARM_ARCH_7EM__ ) + #define LOW_OPTIMIZATION_ENTER \ + _Pragma ("optimize=low") + #else + #define LOW_OPTIMIZATION_ENTER + #endif + + /* Exit low optimization region - place directly after end of function definition */ + #define LOW_OPTIMIZATION_EXIT + + /* Enter low optimization region - place directly above function definition */ + #if defined ( __ARM_ARCH_7EM__ ) + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER \ + _Pragma ("optimize=low") + #else + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #endif + + /* Exit low optimization region - place directly after end of function definition */ + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __TI_ARM__ ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __CSMC__ ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __TASKING__ ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT +#endif + + + +/* Compiler specific diagnostic adjustment */ +#if defined ( __CC_ARM ) + +#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + +#elif defined ( __GNUC__ ) +#pragma GCC diagnostic pop + +#elif defined ( __ICCARM__ ) + +#elif defined ( __TI_ARM__ ) + +#elif defined ( __CSMC__ ) + +#elif defined ( __TASKING__ ) + +#elif defined ( _MSC_VER ) + +#else + #error Unknown compiler +#endif + +#ifdef __cplusplus +} +#endif + + +#endif /* _ARM_MATH_H */ + +/** + * + * End of file. + */ diff --git 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    + * CMSIS-DSP in ARM::CMSIS Pack + * ----------------------------- + * + * The following files relevant to CMSIS-DSP are present in the ARM::CMSIS Pack directories: + * |File/Folder |Content | + * |---------------------------------|------------------------------------------------------------------------| + * |\b CMSIS\\Documentation\\DSP | This documentation | + * |\b CMSIS\\DSP\\DSP_Lib_TestSuite | DSP_Lib test suite | + * |\b CMSIS\\DSP\\Examples | Example projects demonstrating the usage of the library functions | + * |\b CMSIS\\DSP\\Include | DSP_Lib include files | + * |\b CMSIS\\DSP\\Lib | DSP_Lib binaries | + * |\b CMSIS\\DSP\\Projects | Projects to rebuild DSP_Lib binaries | + * |\b CMSIS\\DSP\\Source | DSP_Lib source files | + * + *
    + * Revision History of CMSIS-DSP + * ------------ + * Please refer to \ref ChangeLog_pg. + */ + + +/** + * @defgroup groupMath Basic Math Functions + */ + +/** + * @defgroup groupFastMath Fast Math Functions + * This set of functions provides a fast approximation to sine, cosine, and square root. + * As compared to most of the other functions in the CMSIS math library, the fast math functions + * operate on individual values and not arrays. + * There are separate functions for Q15, Q31, and floating-point data. + * + */ + +/** + * @defgroup groupCmplxMath Complex Math Functions + * This set of functions operates on complex data vectors. + * The data in the complex arrays is stored in an interleaved fashion + * (real, imag, real, imag, ...). + * In the API functions, the number of samples in a complex array refers + * to the number of complex values; the array contains twice this number of + * real values. + */ + +/** + * @defgroup groupFilters Filtering Functions + */ + +/** + * @defgroup groupMatrix Matrix Functions + * + * This set of functions provides basic matrix math operations. + * The functions operate on matrix data structures. For example, + * the type + * definition for the floating-point matrix structure is shown + * below: + * 
    + *     typedef struct
+ *     {
+ *       uint16_t numRows;     // number of rows of the matrix.
+ *       uint16_t numCols;     // number of columns of the matrix.
+ *       float32_t *pData;     // points to the data of the matrix.
+ *     } arm_matrix_instance_f32;
+ *
    + * There are similar definitions for Q15 and Q31 data types. + * + * The structure specifies the size of the matrix and then points to + * an array of data. The array is of size numRows X numCols + * and the values are arranged in row order. That is, the + * matrix element (i, j) is stored at: + * 
    + *     pData[i*numCols + j]
+ *
    + * + * \par Init Functions + * There is an associated initialization function for each type of matrix + * data structure. + * The initialization function sets the values of the internal structure fields. + * Refer to \ref arm_mat_init_f32(), \ref arm_mat_init_q31() and \ref arm_mat_init_q15() + * for floating-point, Q31 and Q15 types, respectively. + * + * \par + * Use of the initialization function is optional. However, if initialization function is used + * then the instance structure cannot be placed into a const data section. + * To place the instance structure in a const data + * section, manually initialize the data structure. For example: + * 
    + * arm_matrix_instance_f32 S = {nRows, nColumns, pData};
+ * arm_matrix_instance_q31 S = {nRows, nColumns, pData};
+ * arm_matrix_instance_q15 S = {nRows, nColumns, pData};
+ *
    + * where nRows specifies the number of rows, nColumns + * specifies the number of columns, and pData points to the + * data array. + * + * \par Size Checking + * By default all of the matrix functions perform size checking on the input and + * output matrices. For example, the matrix addition function verifies that the + * two input matrices and the output matrix all have the same number of rows and + * columns. If the size check fails the functions return: + * 
    + *     ARM_MATH_SIZE_MISMATCH
+ *
    + * Otherwise the functions return + * 
    + *     ARM_MATH_SUCCESS
+ *
    + * There is some overhead associated with this matrix size checking. + * The matrix size checking is enabled via the \#define + * 
    + *     ARM_MATH_MATRIX_CHECK
+ *
    + * within the library project settings. By default this macro is defined + * and size checking is enabled. By changing the project settings and + * undefining this macro size checking is eliminated and the functions + * run a bit faster. With size checking disabled the functions always + * return ARM_MATH_SUCCESS. + */ + +/** + * @defgroup groupTransforms Transform Functions + */ + +/** + * @defgroup groupController Controller Functions + */ + +/** + * @defgroup groupStats Statistics Functions + */ + +/** + * @defgroup groupSupport Support Functions + */ + +/** + * @defgroup groupInterpolation Interpolation Functions + * These functions perform 1- and 2-dimensional interpolation of data. + * Linear interpolation is used for 1-dimensional data and + * bilinear interpolation is used for 2-dimensional data. + */ + +/** + * @defgroup groupExamples Examples + */ + +/** + * @defgroup groupSVM SVM Functions + * This set of functions is implementing SVM classification on 2 classes. + * The training must be done from scikit-learn. The parameters can be easily + * generated from the scikit-learn object. Some examples are given in + * DSP/Testing/PatternGeneration/SVM.py + * + * If more than 2 classes are needed, the functions in this folder + * will have to be used, as building blocks, to do multi-class classification. + * + * No multi-class classification is provided in this SVM folder. + * + */ + + +/** + * @defgroup groupBayes Bayesian estimators + * + * Implement the naive gaussian Bayes estimator. + * The training must be done from scikit-learn. + * + * The parameters can be easily + * generated from the scikit-learn object. Some examples are given in + * DSP/Testing/PatternGeneration/Bayes.py + */ + +/** + * @defgroup groupDistance Distance functions + * + * Distance functions for use with clustering algorithms. + * There are distance functions for float vectors and boolean vectors. + * + */ + + +#ifndef _ARM_MATH_H +#define _ARM_MATH_H + +#ifdef __cplusplus +extern "C" +{ +#endif + +/* Compiler specific diagnostic adjustment */ +#if defined ( __CC_ARM ) + +#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + +#elif defined ( __GNUC__ ) + #pragma GCC diagnostic push + #pragma GCC diagnostic ignored "-Wsign-conversion" + #pragma GCC diagnostic ignored "-Wconversion" + #pragma GCC diagnostic ignored "-Wunused-parameter" + +#elif defined ( __ICCARM__ ) + +#elif defined ( __TI_ARM__ ) + +#elif defined ( __CSMC__ ) + +#elif defined ( __TASKING__ ) + +#elif defined ( _MSC_VER ) + +#else + #error Unknown compiler +#endif + + +/* Included for instrinsics definitions */ +#if defined (_MSC_VER ) +#include +#define __STATIC_FORCEINLINE static __forceinline +#define __STATIC_INLINE static __inline +#define __ALIGNED(x) __declspec(align(x)) + +#elif defined (__GNUC_PYTHON__) +#include +#define __ALIGNED(x) __attribute__((aligned(x))) +#define __STATIC_FORCEINLINE static __attribute__((inline)) +#define __STATIC_INLINE static __attribute__((inline)) +#pragma GCC diagnostic ignored "-Wunused-function" +#pragma GCC diagnostic ignored "-Wattributes" + +#else +#include "cmsis_compiler.h" +#endif + + + +#include +#include +#include +#include + + +#define F64_MAX ((float64_t)DBL_MAX) +#define F32_MAX ((float32_t)FLT_MAX) + +#if defined(ARM_MATH_FLOAT16) +#define F16_MAX ((float16_t)FLT_MAX) +#endif + +#define F64_MIN (-DBL_MAX) +#define F32_MIN (-FLT_MAX) + +#if defined(ARM_MATH_FLOAT16) +#define F16_MIN (-(float16_t)FLT_MAX) +#endif + +#define F64_ABSMAX ((float64_t)DBL_MAX) +#define F32_ABSMAX ((float32_t)FLT_MAX) + +#if defined(ARM_MATH_FLOAT16) +#define F16_ABSMAX ((float16_t)FLT_MAX) +#endif + +#define F64_ABSMIN ((float64_t)0.0) +#define F32_ABSMIN ((float32_t)0.0) + +#if defined(ARM_MATH_FLOAT16) +#define F16_ABSMIN ((float16_t)0.0) +#endif + +#define Q31_MAX ((q31_t)(0x7FFFFFFFL)) +#define Q15_MAX ((q15_t)(0x7FFF)) +#define Q7_MAX ((q7_t)(0x7F)) +#define Q31_MIN ((q31_t)(0x80000000L)) +#define Q15_MIN ((q15_t)(0x8000)) +#define Q7_MIN ((q7_t)(0x80)) + +#define Q31_ABSMAX ((q31_t)(0x7FFFFFFFL)) +#define Q15_ABSMAX ((q15_t)(0x7FFF)) +#define Q7_ABSMAX ((q7_t)(0x7F)) +#define Q31_ABSMIN ((q31_t)0) +#define Q15_ABSMIN ((q15_t)0) +#define Q7_ABSMIN ((q7_t)0) + +/* evaluate ARM DSP feature */ +#if (defined (__ARM_FEATURE_DSP) && (__ARM_FEATURE_DSP == 1)) + #define ARM_MATH_DSP 1 +#endif + +#if defined(ARM_MATH_NEON) +#include +#endif + +#if defined (ARM_MATH_HELIUM) + #define ARM_MATH_MVEF + #define ARM_MATH_FLOAT16 +#endif + +#if defined (ARM_MATH_MVEF) + #define ARM_MATH_MVEI + #define ARM_MATH_FLOAT16 +#endif + +#if defined (ARM_MATH_HELIUM) || defined(ARM_MATH_MVEF) || defined(ARM_MATH_MVEI) +#include +#endif + + + /** + * @brief Macros required for reciprocal calculation in Normalized LMS + */ + +#define DELTA_Q31 ((q31_t)(0x100)) +#define DELTA_Q15 ((q15_t)0x5) +#define INDEX_MASK 0x0000003F +#ifndef PI + #define PI 3.14159265358979f +#endif + + /** + * @brief Macros required for SINE and COSINE Fast math approximations + */ + +#define FAST_MATH_TABLE_SIZE 512 +#define FAST_MATH_Q31_SHIFT (32 - 10) +#define FAST_MATH_Q15_SHIFT (16 - 10) +#define CONTROLLER_Q31_SHIFT (32 - 9) +#define TABLE_SPACING_Q31 0x400000 +#define TABLE_SPACING_Q15 0x80 + + /** + * @brief Macros required for SINE and COSINE Controller functions + */ + /* 1.31(q31) Fixed value of 2/360 */ + /* -1 to +1 is divided into 360 values so total spacing is (2/360) */ +#define INPUT_SPACING 0xB60B61 + + /** + * @brief Macros for complex numbers + */ + + /* Dimension C vector space */ + #define CMPLX_DIM 2 + + /** + * @brief Error status returned by some functions in the library. + */ + + typedef enum + { + ARM_MATH_SUCCESS = 0, /**< No error */ + ARM_MATH_ARGUMENT_ERROR = -1, /**< One or more arguments are incorrect */ + ARM_MATH_LENGTH_ERROR = -2, /**< Length of data buffer is incorrect */ + ARM_MATH_SIZE_MISMATCH = -3, /**< Size of matrices is not compatible with the operation */ + ARM_MATH_NANINF = -4, /**< Not-a-number (NaN) or infinity is generated */ + ARM_MATH_SINGULAR = -5, /**< Input matrix is singular and cannot be inverted */ + ARM_MATH_TEST_FAILURE = -6 /**< Test Failed */ + } arm_status; + + /** + * @brief 8-bit fractional data type in 1.7 format. + */ + typedef int8_t q7_t; + + /** + * @brief 16-bit fractional data type in 1.15 format. + */ + typedef int16_t q15_t; + + /** + * @brief 32-bit fractional data type in 1.31 format. + */ + typedef int32_t q31_t; + + /** + * @brief 64-bit fractional data type in 1.63 format. + */ + typedef int64_t q63_t; + + /** + * @brief 32-bit floating-point type definition. + */ + typedef float float32_t; + + /** + * @brief 64-bit floating-point type definition. + */ + typedef double float64_t; + + /** + * @brief vector types + */ +#if defined(ARM_MATH_NEON) || defined (ARM_MATH_MVEI) + /** + * @brief 64-bit fractional 128-bit vector data type in 1.63 format + */ + typedef int64x2_t q63x2_t; + + /** + * @brief 32-bit fractional 128-bit vector data type in 1.31 format. + */ + typedef int32x4_t q31x4_t; + + /** + * @brief 16-bit fractional 128-bit vector data type with 16-bit alignement in 1.15 format. + */ + typedef __ALIGNED(2) int16x8_t q15x8_t; + + /** + * @brief 8-bit fractional 128-bit vector data type with 8-bit alignement in 1.7 format. + */ + typedef __ALIGNED(1) int8x16_t q7x16_t; + + /** + * @brief 32-bit fractional 128-bit vector pair data type in 1.31 format. + */ + typedef int32x4x2_t q31x4x2_t; + + /** + * @brief 32-bit fractional 128-bit vector quadruplet data type in 1.31 format. + */ + typedef int32x4x4_t q31x4x4_t; + + /** + * @brief 16-bit fractional 128-bit vector pair data type in 1.15 format. + */ + typedef int16x8x2_t q15x8x2_t; + + /** + * @brief 16-bit fractional 128-bit vector quadruplet data type in 1.15 format. + */ + typedef int16x8x4_t q15x8x4_t; + + /** + * @brief 8-bit fractional 128-bit vector pair data type in 1.7 format. + */ + typedef int8x16x2_t q7x16x2_t; + + /** + * @brief 8-bit fractional 128-bit vector quadruplet data type in 1.7 format. + */ + typedef int8x16x4_t q7x16x4_t; + + /** + * @brief 32-bit fractional data type in 9.23 format. + */ + typedef int32_t q23_t; + + /** + * @brief 32-bit fractional 128-bit vector data type in 9.23 format. + */ + typedef int32x4_t q23x4_t; + + /** + * @brief 64-bit status 128-bit vector data type. + */ + typedef int64x2_t status64x2_t; + + /** + * @brief 32-bit status 128-bit vector data type. + */ + typedef int32x4_t status32x4_t; + + /** + * @brief 16-bit status 128-bit vector data type. + */ + typedef int16x8_t status16x8_t; + + /** + * @brief 8-bit status 128-bit vector data type. + */ + typedef int8x16_t status8x16_t; + + +#endif + +#if defined(ARM_MATH_NEON) || defined(ARM_MATH_MVEF) /* floating point vector*/ + /** + * @brief 32-bit floating-point 128-bit vector type + */ + typedef float32x4_t f32x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 128-bit vector data type + */ + typedef __ALIGNED(2) float16x8_t f16x8_t; +#endif + + /** + * @brief 32-bit floating-point 128-bit vector pair data type + */ + typedef float32x4x2_t f32x4x2_t; + + /** + * @brief 32-bit floating-point 128-bit vector quadruplet data type + */ + typedef float32x4x4_t f32x4x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 128-bit vector pair data type + */ + typedef float16x8x2_t f16x8x2_t; + + /** + * @brief 16-bit floating-point 128-bit vector quadruplet data type + */ + typedef float16x8x4_t f16x8x4_t; +#endif + + /** + * @brief 32-bit ubiquitous 128-bit vector data type + */ + typedef union _any32x4_t + { + float32x4_t f; + int32x4_t i; + } any32x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit ubiquitous 128-bit vector data type + */ + typedef union _any16x8_t + { + float16x8_t f; + int16x8_t i; + } any16x8_t; +#endif + +#endif + +#if defined(ARM_MATH_NEON) + /** + * @brief 32-bit fractional 64-bit vector data type in 1.31 format. + */ + typedef int32x2_t q31x2_t; + + /** + * @brief 16-bit fractional 64-bit vector data type in 1.15 format. + */ + typedef __ALIGNED(2) int16x4_t q15x4_t; + + /** + * @brief 8-bit fractional 64-bit vector data type in 1.7 format. + */ + typedef __ALIGNED(1) int8x8_t q7x8_t; + + /** + * @brief 32-bit float 64-bit vector data type. + */ + typedef float32x2_t f32x2_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit float 64-bit vector data type. + */ + typedef __ALIGNED(2) float16x4_t f16x4_t; +#endif + + /** + * @brief 32-bit floating-point 128-bit vector triplet data type + */ + typedef float32x4x3_t f32x4x3_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 128-bit vector triplet data type + */ + typedef float16x8x3_t f16x8x3_t; +#endif + + /** + * @brief 32-bit fractional 128-bit vector triplet data type in 1.31 format + */ + typedef int32x4x3_t q31x4x3_t; + + /** + * @brief 16-bit fractional 128-bit vector triplet data type in 1.15 format + */ + typedef int16x8x3_t q15x8x3_t; + + /** + * @brief 8-bit fractional 128-bit vector triplet data type in 1.7 format + */ + typedef int8x16x3_t q7x16x3_t; + + /** + * @brief 32-bit floating-point 64-bit vector pair data type + */ + typedef float32x2x2_t f32x2x2_t; + + /** + * @brief 32-bit floating-point 64-bit vector triplet data type + */ + typedef float32x2x3_t f32x2x3_t; + + /** + * @brief 32-bit floating-point 64-bit vector quadruplet data type + */ + typedef float32x2x4_t f32x2x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 64-bit vector pair data type + */ + typedef float16x4x2_t f16x4x2_t; + + /** + * @brief 16-bit floating-point 64-bit vector triplet data type + */ + typedef float16x4x3_t f16x4x3_t; + + /** + * @brief 16-bit floating-point 64-bit vector quadruplet data type + */ + typedef float16x4x4_t f16x4x4_t; +#endif + + /** + * @brief 32-bit fractional 64-bit vector pair data type in 1.31 format + */ + typedef int32x2x2_t q31x2x2_t; + + /** + * @brief 32-bit fractional 64-bit vector triplet data type in 1.31 format + */ + typedef int32x2x3_t q31x2x3_t; + + /** + * @brief 32-bit fractional 64-bit vector quadruplet data type in 1.31 format + */ + typedef int32x4x3_t q31x2x4_t; + + /** + * @brief 16-bit fractional 64-bit vector pair data type in 1.15 format + */ + typedef int16x4x2_t q15x4x2_t; + + /** + * @brief 16-bit fractional 64-bit vector triplet data type in 1.15 format + */ + typedef int16x4x2_t q15x4x3_t; + + /** + * @brief 16-bit fractional 64-bit vector quadruplet data type in 1.15 format + */ + typedef int16x4x3_t q15x4x4_t; + + /** + * @brief 8-bit fractional 64-bit vector pair data type in 1.7 format + */ + typedef int8x8x2_t q7x8x2_t; + + /** + * @brief 8-bit fractional 64-bit vector triplet data type in 1.7 format + */ + typedef int8x8x3_t q7x8x3_t; + + /** + * @brief 8-bit fractional 64-bit vector quadruplet data type in 1.7 format + */ + typedef int8x8x4_t q7x8x4_t; + + /** + * @brief 32-bit ubiquitous 64-bit vector data type + */ + typedef union _any32x2_t + { + float32x2_t f; + int32x2_t i; + } any32x2_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit ubiquitous 64-bit vector data type + */ + typedef union _any16x4_t + { + float16x4_t f; + int16x4_t i; + } any16x4_t; +#endif + + /** + * @brief 32-bit status 64-bit vector data type. + */ + typedef int32x4_t status32x2_t; + + /** + * @brief 16-bit status 64-bit vector data type. + */ + typedef int16x8_t status16x4_t; + + /** + * @brief 8-bit status 64-bit vector data type. + */ + typedef int8x16_t status8x8_t; + +#endif + + + +/** + @brief definition to read/write two 16 bit values. + @deprecated + */ +#if defined ( __CC_ARM ) + #define __SIMD32_TYPE int32_t __packed +#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + #define __SIMD32_TYPE int32_t +#elif defined ( __GNUC__ ) + #define __SIMD32_TYPE int32_t +#elif defined ( __ICCARM__ ) + #define __SIMD32_TYPE int32_t __packed +#elif defined ( __TI_ARM__ ) + #define __SIMD32_TYPE int32_t +#elif defined ( __CSMC__ ) + #define __SIMD32_TYPE int32_t +#elif defined ( __TASKING__ ) + #define __SIMD32_TYPE __un(aligned) int32_t +#elif defined(_MSC_VER ) + #define __SIMD32_TYPE int32_t +#else + #error Unknown compiler +#endif + +#define __SIMD32(addr) (*(__SIMD32_TYPE **) & (addr)) +#define __SIMD32_CONST(addr) ( (__SIMD32_TYPE * ) (addr)) +#define _SIMD32_OFFSET(addr) (*(__SIMD32_TYPE * ) (addr)) +#define __SIMD64(addr) (*( int64_t **) & (addr)) + +#define STEP(x) (x) <= 0 ? 0 : 1 +#define SQ(x) ((x) * (x)) + +/* SIMD replacement */ + + +/** + @brief Read 2 Q15 from Q15 pointer. + @param[in] pQ15 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q15x2 ( + q15_t * pQ15) +{ + q31_t val; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, pQ15, 4); +#else + val = (pQ15[1] << 16) | (pQ15[0] & 0x0FFFF) ; +#endif + + return (val); +} + +/** + @brief Read 2 Q15 from Q15 pointer and increment pointer afterwards. + @param[in] pQ15 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q15x2_ia ( + q15_t ** pQ15) +{ + q31_t val; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ15, 4); +#else + val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); +#endif + + *pQ15 += 2; + return (val); +} + +/** + @brief Read 2 Q15 from Q15 pointer and decrement pointer afterwards. + @param[in] pQ15 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q15x2_da ( + q15_t ** pQ15) +{ + q31_t val; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ15, 4); +#else + val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); +#endif + + *pQ15 -= 2; + return (val); +} + +/** + @brief Write 2 Q15 to Q15 pointer and increment pointer afterwards. + @param[in] pQ15 points to input value + @param[in] value Q31 value + @return none + */ +__STATIC_FORCEINLINE void write_q15x2_ia ( + q15_t ** pQ15, + q31_t value) +{ + q31_t val = value; +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (*pQ15, &val, 4); +#else + (*pQ15)[0] = (val & 0x0FFFF); + (*pQ15)[1] = (val >> 16) & 0x0FFFF; +#endif + + *pQ15 += 2; +} + +/** + @brief Write 2 Q15 to Q15 pointer. + @param[in] pQ15 points to input value + @param[in] value Q31 value + @return none + */ +__STATIC_FORCEINLINE void write_q15x2 ( + q15_t * pQ15, + q31_t value) +{ + q31_t val = value; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (pQ15, &val, 4); +#else + pQ15[0] = val & 0x0FFFF; + pQ15[1] = val >> 16; +#endif +} + + +/** + @brief Read 4 Q7 from Q7 pointer and increment pointer afterwards. + @param[in] pQ7 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q7x4_ia ( + q7_t ** pQ7) +{ + q31_t val; + + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ7, 4); +#else + val =(((*pQ7)[3] & 0x0FF) << 24) | (((*pQ7)[2] & 0x0FF) << 16) | (((*pQ7)[1] & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); +#endif + + *pQ7 += 4; + + return (val); +} + +/** + @brief Read 4 Q7 from Q7 pointer and decrement pointer afterwards. + @param[in] pQ7 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q7x4_da ( + q7_t ** pQ7) +{ + q31_t val; +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ7, 4); +#else + val = ((((*pQ7)[3]) & 0x0FF) << 24) | ((((*pQ7)[2]) & 0x0FF) << 16) | ((((*pQ7)[1]) & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); +#endif + *pQ7 -= 4; + + return (val); +} + +/** + @brief Write 4 Q7 to Q7 pointer and increment pointer afterwards. + @param[in] pQ7 points to input value + @param[in] value Q31 value + @return none + */ +__STATIC_FORCEINLINE void write_q7x4_ia ( + q7_t ** pQ7, + q31_t value) +{ + q31_t val = value; +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (*pQ7, &val, 4); +#else + (*pQ7)[0] = val & 0x0FF; + (*pQ7)[1] = (val >> 8) & 0x0FF; + (*pQ7)[2] = (val >> 16) & 0x0FF; + (*pQ7)[3] = (val >> 24) & 0x0FF; + +#endif + *pQ7 += 4; +} + +/* + +Normally those kind of definitions are in a compiler file +in Core or Core_A. + +But for MSVC compiler it is a bit special. The goal is very specific +to CMSIS-DSP and only to allow the use of this library from other +systems like Python or Matlab. + +MSVC is not going to be used to cross-compile to ARM. So, having a MSVC +compiler file in Core or Core_A would not make sense. + +*/ +#if defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) + __STATIC_FORCEINLINE uint8_t __CLZ(uint32_t data) + { + if (data == 0U) { return 32U; } + + uint32_t count = 0U; + uint32_t mask = 0x80000000U; + + while ((data & mask) == 0U) + { + count += 1U; + mask = mask >> 1U; + } + return count; + } + + __STATIC_FORCEINLINE int32_t __SSAT(int32_t val, uint32_t sat) + { + if ((sat >= 1U) && (sat <= 32U)) + { + const int32_t max = (int32_t)((1U << (sat - 1U)) - 1U); + const int32_t min = -1 - max ; + if (val > max) + { + return max; + } + else if (val < min) + { + return min; + } + } + return val; + } + + __STATIC_FORCEINLINE uint32_t __USAT(int32_t val, uint32_t sat) + { + if (sat <= 31U) + { + const uint32_t max = ((1U << sat) - 1U); + if (val > (int32_t)max) + { + return max; + } + else if (val < 0) + { + return 0U; + } + } + return (uint32_t)val; + } +#endif + +#ifndef ARM_MATH_DSP + /** + * @brief definition to pack two 16 bit values. + */ + #define __PKHBT(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0x0000FFFF) | \ + (((int32_t)(ARG2) << ARG3) & (int32_t)0xFFFF0000) ) + #define __PKHTB(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0xFFFF0000) | \ + (((int32_t)(ARG2) >> ARG3) & (int32_t)0x0000FFFF) ) +#endif + + /** + * @brief definition to pack four 8 bit values. + */ +#ifndef ARM_MATH_BIG_ENDIAN + #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v0) << 0) & (int32_t)0x000000FF) | \ + (((int32_t)(v1) << 8) & (int32_t)0x0000FF00) | \ + (((int32_t)(v2) << 16) & (int32_t)0x00FF0000) | \ + (((int32_t)(v3) << 24) & (int32_t)0xFF000000) ) +#else + #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v3) << 0) & (int32_t)0x000000FF) | \ + (((int32_t)(v2) << 8) & (int32_t)0x0000FF00) | \ + (((int32_t)(v1) << 16) & (int32_t)0x00FF0000) | \ + (((int32_t)(v0) << 24) & (int32_t)0xFF000000) ) +#endif + + + /** + * @brief Clips Q63 to Q31 values. + */ + __STATIC_FORCEINLINE q31_t clip_q63_to_q31( + q63_t x) + { + return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? + ((0x7FFFFFFF ^ ((q31_t) (x >> 63)))) : (q31_t) x; + } + + /** + * @brief Clips Q63 to Q15 values. + */ + __STATIC_FORCEINLINE q15_t clip_q63_to_q15( + q63_t x) + { + return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? + ((0x7FFF ^ ((q15_t) (x >> 63)))) : (q15_t) (x >> 15); + } + + /** + * @brief Clips Q31 to Q7 values. + */ + __STATIC_FORCEINLINE q7_t clip_q31_to_q7( + q31_t x) + { + return ((q31_t) (x >> 24) != ((q31_t) x >> 23)) ? + ((0x7F ^ ((q7_t) (x >> 31)))) : (q7_t) x; + } + + /** + * @brief Clips Q31 to Q15 values. + */ + __STATIC_FORCEINLINE q15_t clip_q31_to_q15( + q31_t x) + { + return ((q31_t) (x >> 16) != ((q31_t) x >> 15)) ? + ((0x7FFF ^ ((q15_t) (x >> 31)))) : (q15_t) x; + } + + /** + * @brief Multiplies 32 X 64 and returns 32 bit result in 2.30 format. + */ + __STATIC_FORCEINLINE q63_t mult32x64( + q63_t x, + q31_t y) + { + return ((((q63_t) (x & 0x00000000FFFFFFFF) * y) >> 32) + + (((q63_t) (x >> 32) * y) ) ); + } + + /** + * @brief Function to Calculates 1/in (reciprocal) value of Q31 Data type. + */ + __STATIC_FORCEINLINE uint32_t arm_recip_q31( + q31_t in, + q31_t * dst, + const q31_t * pRecipTable) + { + q31_t out; + uint32_t tempVal; + uint32_t index, i; + uint32_t signBits; + + if (in > 0) + { + signBits = ((uint32_t) (__CLZ( in) - 1)); + } + else + { + signBits = ((uint32_t) (__CLZ(-in) - 1)); + } + + /* Convert input sample to 1.31 format */ + in = (in << signBits); + + /* calculation of index for initial approximated Val */ + index = (uint32_t)(in >> 24); + index = (index & INDEX_MASK); + + /* 1.31 with exp 1 */ + out = pRecipTable[index]; + + /* calculation of reciprocal value */ + /* running approximation for two iterations */ + for (i = 0U; i < 2U; i++) + { + tempVal = (uint32_t) (((q63_t) in * out) >> 31); + tempVal = 0x7FFFFFFFu - tempVal; + /* 1.31 with exp 1 */ + /* out = (q31_t) (((q63_t) out * tempVal) >> 30); */ + out = clip_q63_to_q31(((q63_t) out * tempVal) >> 30); + } + + /* write output */ + *dst = out; + + /* return num of signbits of out = 1/in value */ + return (signBits + 1U); + } + + + /** + * @brief Function to Calculates 1/in (reciprocal) value of Q15 Data type. + */ + __STATIC_FORCEINLINE uint32_t arm_recip_q15( + q15_t in, + q15_t * dst, + const q15_t * pRecipTable) + { + q15_t out = 0; + uint32_t tempVal = 0; + uint32_t index = 0, i = 0; + uint32_t signBits = 0; + + if (in > 0) + { + signBits = ((uint32_t)(__CLZ( in) - 17)); + } + else + { + signBits = ((uint32_t)(__CLZ(-in) - 17)); + } + + /* Convert input sample to 1.15 format */ + in = (in << signBits); + + /* calculation of index for initial approximated Val */ + index = (uint32_t)(in >> 8); + index = (index & INDEX_MASK); + + /* 1.15 with exp 1 */ + out = pRecipTable[index]; + + /* calculation of reciprocal value */ + /* running approximation for two iterations */ + for (i = 0U; i < 2U; i++) + { + tempVal = (uint32_t) (((q31_t) in * out) >> 15); + tempVal = 0x7FFFu - tempVal; + /* 1.15 with exp 1 */ + out = (q15_t) (((q31_t) out * tempVal) >> 14); + /* out = clip_q31_to_q15(((q31_t) out * tempVal) >> 14); */ + } + + /* write output */ + *dst = out; + + /* return num of signbits of out = 1/in value */ + return (signBits + 1); + } + +/** + * @brief Integer exponentiation + * @param[in] x value + * @param[in] nb integer exponent >= 1 + * @return x^nb + * + */ +__STATIC_INLINE float32_t arm_exponent_f32(float32_t x, int32_t nb) +{ + float32_t r = x; + nb --; + while(nb > 0) + { + r = r * x; + nb--; + } + return(r); +} + +/** + * @brief 64-bit to 32-bit unsigned normalization + * @param[in] in is input unsigned long long value + * @param[out] normalized is the 32-bit normalized value + * @param[out] norm is norm scale + */ +__STATIC_INLINE void arm_norm_64_to_32u(uint64_t in, int32_t * normalized, int32_t *norm) +{ + int32_t n1; + int32_t hi = (int32_t) (in >> 32); + int32_t lo = (int32_t) ((in << 32) >> 32); + + n1 = __CLZ(hi) - 32; + if (!n1) + { + /* + * input fits in 32-bit + */ + n1 = __CLZ(lo); + if (!n1) + { + /* + * MSB set, need to scale down by 1 + */ + *norm = -1; + *normalized = (((uint32_t) lo) >> 1); + } else + { + if (n1 == 32) + { + /* + * input is zero + */ + *norm = 0; + *normalized = 0; + } else + { + /* + * 32-bit normalization + */ + *norm = n1 - 1; + *normalized = lo << *norm; + } + } + } else + { + /* + * input fits in 64-bit + */ + n1 = 1 - n1; + *norm = -n1; + /* + * 64 bit normalization + */ + *normalized = (((uint32_t) lo) >> n1) | (hi << (32 - n1)); + } +} + +__STATIC_INLINE q31_t arm_div_q63_to_q31(q63_t num, q31_t den) +{ + q31_t result; + uint64_t absNum; + int32_t normalized; + int32_t norm; + + /* + * if sum fits in 32bits + * avoid costly 64-bit division + */ + absNum = num > 0 ? num : -num; + arm_norm_64_to_32u(absNum, &normalized, &norm); + if (norm > 0) + /* + * 32-bit division + */ + result = (q31_t) num / den; + else + /* + * 64-bit division + */ + result = (q31_t) (num / den); + + return result; +} + + +/* + * @brief C custom defined intrinsic functions + */ +#if !defined (ARM_MATH_DSP) + + /* + * @brief C custom defined QADD8 + */ + __STATIC_FORCEINLINE uint32_t __QADD8( + uint32_t x, + uint32_t y) + { + q31_t r, s, t, u; + + r = __SSAT(((((q31_t)x << 24) >> 24) + (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; + s = __SSAT(((((q31_t)x << 16) >> 24) + (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; + t = __SSAT(((((q31_t)x << 8) >> 24) + (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; + u = __SSAT(((((q31_t)x ) >> 24) + (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; + + return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); + } + + + /* + * @brief C custom defined QSUB8 + */ + __STATIC_FORCEINLINE uint32_t __QSUB8( + uint32_t x, + uint32_t y) + { + q31_t r, s, t, u; + + r = __SSAT(((((q31_t)x << 24) >> 24) - (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; + s = __SSAT(((((q31_t)x << 16) >> 24) - (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; + t = __SSAT(((((q31_t)x << 8) >> 24) - (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; + u = __SSAT(((((q31_t)x ) >> 24) - (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; + + return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); + } + + + /* + * @brief C custom defined QADD16 + */ + __STATIC_FORCEINLINE uint32_t __QADD16( + uint32_t x, + uint32_t y) + { +/* q31_t r, s; without initialisation 'arm_offset_q15 test' fails but 'intrinsic' tests pass! for armCC */ + q31_t r = 0, s = 0; + + r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHADD16 + */ + __STATIC_FORCEINLINE uint32_t __SHADD16( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined QSUB16 + */ + __STATIC_FORCEINLINE uint32_t __QSUB16( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHSUB16 + */ + __STATIC_FORCEINLINE uint32_t __SHSUB16( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined QASX + */ + __STATIC_FORCEINLINE uint32_t __QASX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHASX + */ + __STATIC_FORCEINLINE uint32_t __SHASX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined QSAX + */ + __STATIC_FORCEINLINE uint32_t __QSAX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHSAX + */ + __STATIC_FORCEINLINE uint32_t __SHSAX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SMUSDX + */ + __STATIC_FORCEINLINE uint32_t __SMUSDX( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); + } + + /* + * @brief C custom defined SMUADX + */ + __STATIC_FORCEINLINE uint32_t __SMUADX( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); + } + + + /* + * @brief C custom defined QADD + */ + __STATIC_FORCEINLINE int32_t __QADD( + int32_t x, + int32_t y) + { + return ((int32_t)(clip_q63_to_q31((q63_t)x + (q31_t)y))); + } + + + /* + * @brief C custom defined QSUB + */ + __STATIC_FORCEINLINE int32_t __QSUB( + int32_t x, + int32_t y) + { + return ((int32_t)(clip_q63_to_q31((q63_t)x - (q31_t)y))); + } + + + /* + * @brief C custom defined SMLAD + */ + __STATIC_FORCEINLINE uint32_t __SMLAD( + uint32_t x, + uint32_t y, + uint32_t sum) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + + ( ((q31_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLADX + */ + __STATIC_FORCEINLINE uint32_t __SMLADX( + uint32_t x, + uint32_t y, + uint32_t sum) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + + ( ((q31_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLSDX + */ + __STATIC_FORCEINLINE uint32_t __SMLSDX( + uint32_t x, + uint32_t y, + uint32_t sum) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + + ( ((q31_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLALD + */ + __STATIC_FORCEINLINE uint64_t __SMLALD( + uint32_t x, + uint32_t y, + uint64_t sum) + { +/* return (sum + ((q15_t) (x >> 16) * (q15_t) (y >> 16)) + ((q15_t) x * (q15_t) y)); */ + return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + + ( ((q63_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLALDX + */ + __STATIC_FORCEINLINE uint64_t __SMLALDX( + uint32_t x, + uint32_t y, + uint64_t sum) + { +/* return (sum + ((q15_t) (x >> 16) * (q15_t) y)) + ((q15_t) x * (q15_t) (y >> 16)); */ + return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + + ( ((q63_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMUAD + */ + __STATIC_FORCEINLINE uint32_t __SMUAD( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); + } + + + /* + * @brief C custom defined SMUSD + */ + __STATIC_FORCEINLINE uint32_t __SMUSD( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) - + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); + } + + + /* + * @brief C custom defined SXTB16 + */ + __STATIC_FORCEINLINE uint32_t __SXTB16( + uint32_t x) + { + return ((uint32_t)(((((q31_t)x << 24) >> 24) & (q31_t)0x0000FFFF) | + ((((q31_t)x << 8) >> 8) & (q31_t)0xFFFF0000) )); + } + + /* + * @brief C custom defined SMMLA + */ + __STATIC_FORCEINLINE int32_t __SMMLA( + int32_t x, + int32_t y, + int32_t sum) + { + return (sum + (int32_t) (((int64_t) x * y) >> 32)); + } + +#endif /* !defined (ARM_MATH_DSP) */ + + + /** + * @brief Instance structure for the Q7 FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + q7_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + } arm_fir_instance_q7; + + /** + * @brief Instance structure for the Q15 FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + } arm_fir_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + } arm_fir_instance_q31; + + /** + * @brief Instance structure for the floating-point FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + } arm_fir_instance_f32; + + /** + * @brief Processing function for the Q7 FIR filter. + * @param[in] S points to an instance of the Q7 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_q7( + const arm_fir_instance_q7 * S, + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q7 FIR filter. + * @param[in,out] S points to an instance of the Q7 FIR structure. + * @param[in] numTaps Number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed. + */ + void arm_fir_init_q7( + arm_fir_instance_q7 * S, + uint16_t numTaps, + const q7_t * pCoeffs, + q7_t * pState, + uint32_t blockSize); + + /** + * @brief Processing function for the Q15 FIR filter. + * @param[in] S points to an instance of the Q15 FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_q15( + const arm_fir_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the fast Q15 FIR filter (fast version). + * @param[in] S points to an instance of the Q15 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_fast_q15( + const arm_fir_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q15 FIR filter. + * @param[in,out] S points to an instance of the Q15 FIR filter structure. + * @param[in] numTaps Number of filter coefficients in the filter. Must be even and greater than or equal to 4. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed at a time. + * @return The function returns either + * ARM_MATH_SUCCESS if initialization was successful or + * ARM_MATH_ARGUMENT_ERROR if numTaps is not a supported value. + */ + arm_status arm_fir_init_q15( + arm_fir_instance_q15 * S, + uint16_t numTaps, + const q15_t * pCoeffs, + q15_t * pState, + uint32_t blockSize); + + /** + * @brief Processing function for the Q31 FIR filter. + * @param[in] S points to an instance of the Q31 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_q31( + const arm_fir_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the fast Q31 FIR filter (fast version). + * @param[in] S points to an instance of the Q31 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_fast_q31( + const arm_fir_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q31 FIR filter. + * @param[in,out] S points to an instance of the Q31 FIR structure. + * @param[in] numTaps Number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed at a time. + */ + void arm_fir_init_q31( + arm_fir_instance_q31 * S, + uint16_t numTaps, + const q31_t * pCoeffs, + q31_t * pState, + uint32_t blockSize); + + /** + * @brief Processing function for the floating-point FIR filter. + * @param[in] S points to an instance of the floating-point FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_f32( + const arm_fir_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the floating-point FIR filter. + * @param[in,out] S points to an instance of the floating-point FIR filter structure. + * @param[in] numTaps Number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed at a time. + */ + void arm_fir_init_f32( + arm_fir_instance_f32 * S, + uint16_t numTaps, + const float32_t * pCoeffs, + float32_t * pState, + uint32_t blockSize); + + /** + * @brief Instance structure for the Q15 Biquad cascade filter. + */ + typedef struct + { + int8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + q15_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ + const q15_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ + int8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ + } arm_biquad_casd_df1_inst_q15; + + /** + * @brief Instance structure for the Q31 Biquad cascade filter. + */ + typedef struct + { + uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + q31_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ + const q31_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ + uint8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ + } arm_biquad_casd_df1_inst_q31; + + /** + * @brief Instance structure for the floating-point Biquad cascade filter. + */ + typedef struct + { + uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float32_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ + const float32_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_casd_df1_inst_f32; + +#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) + /** + * @brief Instance structure for the modified Biquad coefs required by vectorized code. + */ + typedef struct + { + float32_t coeffs[8][4]; /**< Points to the array of modified coefficients. The array is of length 32. There is one per stage */ + } arm_biquad_mod_coef_f32; +#endif + + /** + * @brief Processing function for the Q15 Biquad cascade filter. + * @param[in] S points to an instance of the Q15 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_q15( + const arm_biquad_casd_df1_inst_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q15 Biquad cascade filter. + * @param[in,out] S points to an instance of the Q15 Biquad cascade structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format + */ + void arm_biquad_cascade_df1_init_q15( + arm_biquad_casd_df1_inst_q15 * S, + uint8_t numStages, + const q15_t * pCoeffs, + q15_t * pState, + int8_t postShift); + + /** + * @brief Fast but less precise processing function for the Q15 Biquad cascade filter for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q15 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_fast_q15( + const arm_biquad_casd_df1_inst_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the Q31 Biquad cascade filter + * @param[in] S points to an instance of the Q31 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_q31( + const arm_biquad_casd_df1_inst_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Fast but less precise processing function for the Q31 Biquad cascade filter for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q31 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_fast_q31( + const arm_biquad_casd_df1_inst_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q31 Biquad cascade filter. + * @param[in,out] S points to an instance of the Q31 Biquad cascade structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format + */ + void arm_biquad_cascade_df1_init_q31( + arm_biquad_casd_df1_inst_q31 * S, + uint8_t numStages, + const q31_t * pCoeffs, + q31_t * pState, + int8_t postShift); + + /** + * @brief Processing function for the floating-point Biquad cascade filter. + * @param[in] S points to an instance of the floating-point Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_f32( + const arm_biquad_casd_df1_inst_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the floating-point Biquad cascade filter. + * @param[in,out] S points to an instance of the floating-point Biquad cascade structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pCoeffsMod points to the modified filter coefficients (only MVE version). + * @param[in] pState points to the state buffer. + */ +#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) + void arm_biquad_cascade_df1_mve_init_f32( + arm_biquad_casd_df1_inst_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + arm_biquad_mod_coef_f32 * pCoeffsMod, + float32_t * pState); +#endif + + void arm_biquad_cascade_df1_init_f32( + arm_biquad_casd_df1_inst_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Compute the logical bitwise AND of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_and_u16( + const uint16_t * pSrcA, + const uint16_t * pSrcB, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise AND of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_and_u32( + const uint32_t * pSrcA, + const uint32_t * pSrcB, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise AND of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_and_u8( + const uint8_t * pSrcA, + const uint8_t * pSrcB, + uint8_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise OR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_or_u16( + const uint16_t * pSrcA, + const uint16_t * pSrcB, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise OR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_or_u32( + const uint32_t * pSrcA, + const uint32_t * pSrcB, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise OR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_or_u8( + const uint8_t * pSrcA, + const uint8_t * pSrcB, + uint8_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise NOT of a fixed-point vector. + * @param[in] pSrc points to input vector + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_not_u16( + const uint16_t * pSrc, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise NOT of a fixed-point vector. + * @param[in] pSrc points to input vector + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_not_u32( + const uint32_t * pSrc, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise NOT of a fixed-point vector. + * @param[in] pSrc points to input vector + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_not_u8( + const uint8_t * pSrc, + uint8_t * pDst, + uint32_t blockSize); + +/** + * @brief Compute the logical bitwise XOR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_xor_u16( + const uint16_t * pSrcA, + const uint16_t * pSrcB, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise XOR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_xor_u32( + const uint32_t * pSrcA, + const uint32_t * pSrcB, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise XOR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_xor_u8( + const uint8_t * pSrcA, + const uint8_t * pSrcB, + uint8_t * pDst, + uint32_t blockSize); + + /** + * @brief Struct for specifying sorting algorithm + */ + typedef enum + { + ARM_SORT_BITONIC = 0, + /**< Bitonic sort */ + ARM_SORT_BUBBLE = 1, + /**< Bubble sort */ + ARM_SORT_HEAP = 2, + /**< Heap sort */ + ARM_SORT_INSERTION = 3, + /**< Insertion sort */ + ARM_SORT_QUICK = 4, + /**< Quick sort */ + ARM_SORT_SELECTION = 5 + /**< Selection sort */ + } arm_sort_alg; + + /** + * @brief Struct for specifying sorting algorithm + */ + typedef enum + { + ARM_SORT_DESCENDING = 0, + /**< Descending order (9 to 0) */ + ARM_SORT_ASCENDING = 1 + /**< Ascending order (0 to 9) */ + } arm_sort_dir; + + /** + * @brief Instance structure for the sorting algorithms. + */ + typedef struct + { + arm_sort_alg alg; /**< Sorting algorithm selected */ + arm_sort_dir dir; /**< Sorting order (direction) */ + } arm_sort_instance_f32; + + /** + * @param[in] S points to an instance of the sorting structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_sort_f32( + const arm_sort_instance_f32 * S, + float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @param[in,out] S points to an instance of the sorting structure. + * @param[in] alg Selected algorithm. + * @param[in] dir Sorting order. + */ + void arm_sort_init_f32( + arm_sort_instance_f32 * S, + arm_sort_alg alg, + arm_sort_dir dir); + + /** + * @brief Instance structure for the sorting algorithms. + */ + typedef struct + { + arm_sort_dir dir; /**< Sorting order (direction) */ + float32_t * buffer; /**< Working buffer */ + } arm_merge_sort_instance_f32; + + /** + * @param[in] S points to an instance of the sorting structure. + * @param[in,out] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_merge_sort_f32( + const arm_merge_sort_instance_f32 * S, + float32_t *pSrc, + float32_t *pDst, + uint32_t blockSize); + + /** + * @param[in,out] S points to an instance of the sorting structure. + * @param[in] dir Sorting order. + * @param[in] buffer Working buffer. + */ + void arm_merge_sort_init_f32( + arm_merge_sort_instance_f32 * S, + arm_sort_dir dir, + float32_t * buffer); + + /** + * @brief Struct for specifying cubic spline type + */ + typedef enum + { + ARM_SPLINE_NATURAL = 0, /**< Natural spline */ + ARM_SPLINE_PARABOLIC_RUNOUT = 1 /**< Parabolic runout spline */ + } arm_spline_type; + + /** + * @brief Instance structure for the floating-point cubic spline interpolation. + */ + typedef struct + { + arm_spline_type type; /**< Type (boundary conditions) */ + const float32_t * x; /**< x values */ + const float32_t * y; /**< y values */ + uint32_t n_x; /**< Number of known data points */ + float32_t * coeffs; /**< Coefficients buffer (b,c, and d) */ + } arm_spline_instance_f32; + + /** + * @brief Processing function for the floating-point cubic spline interpolation. + * @param[in] S points to an instance of the floating-point spline structure. + * @param[in] xq points to the x values ot the interpolated data points. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples of output data. + */ + void arm_spline_f32( + arm_spline_instance_f32 * S, + const float32_t * xq, + float32_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the floating-point cubic spline interpolation. + * @param[in,out] S points to an instance of the floating-point spline structure. + * @param[in] type type of cubic spline interpolation (boundary conditions) + * @param[in] x points to the x values of the known data points. + * @param[in] y points to the y values of the known data points. + * @param[in] n number of known data points. + * @param[in] coeffs coefficients array for b, c, and d + * @param[in] tempBuffer buffer array for internal computations + */ + void arm_spline_init_f32( + arm_spline_instance_f32 * S, + arm_spline_type type, + const float32_t * x, + const float32_t * y, + uint32_t n, + float32_t * coeffs, + float32_t * tempBuffer); + + /** + * @brief Instance structure for the floating-point matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + float32_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_f32; + + /** + * @brief Instance structure for the floating-point matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + float64_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_f64; + + /** + * @brief Instance structure for the Q15 matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + q15_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_q15; + + /** + * @brief Instance structure for the Q31 matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + q31_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_q31; + + /** + * @brief Floating-point matrix addition. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_add_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix addition. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_add_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix addition. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_add_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point, complex, matrix multiplication. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_cmplx_mult_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15, complex, matrix multiplication. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_cmplx_mult_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst, + q15_t * pScratch); + + /** + * @brief Q31, complex, matrix multiplication. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_cmplx_mult_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix transpose. + * @param[in] pSrc points to the input matrix + * @param[out] pDst points to the output matrix + * @return The function returns either ARM_MATH_SIZE_MISMATCH + * or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_trans_f32( + const arm_matrix_instance_f32 * pSrc, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix transpose. + * @param[in] pSrc points to the input matrix + * @param[out] pDst points to the output matrix + * @return The function returns either ARM_MATH_SIZE_MISMATCH + * or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_trans_q15( + const arm_matrix_instance_q15 * pSrc, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix transpose. + * @param[in] pSrc points to the input matrix + * @param[out] pDst points to the output matrix + * @return The function returns either ARM_MATH_SIZE_MISMATCH + * or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_trans_q31( + const arm_matrix_instance_q31 * pSrc, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix multiplication + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix multiplication + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @param[in] pState points to the array for storing intermediate results + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst, + q15_t * pState); + + /** + * @brief Q15 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @param[in] pState points to the array for storing intermediate results + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_fast_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst, + q15_t * pState); + + /** + * @brief Q31 matrix multiplication + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Q31 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_fast_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix subtraction + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_sub_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix subtraction + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_sub_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix subtraction + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_sub_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix scaling. + * @param[in] pSrc points to the input matrix + * @param[in] scale scale factor + * @param[out] pDst points to the output matrix + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_scale_f32( + const arm_matrix_instance_f32 * pSrc, + float32_t scale, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix scaling. + * @param[in] pSrc points to input matrix + * @param[in] scaleFract fractional portion of the scale factor + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to output matrix + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_scale_q15( + const arm_matrix_instance_q15 * pSrc, + q15_t scaleFract, + int32_t shift, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix scaling. + * @param[in] pSrc points to input matrix + * @param[in] scaleFract fractional portion of the scale factor + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_scale_q31( + const arm_matrix_instance_q31 * pSrc, + q31_t scaleFract, + int32_t shift, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Q31 matrix initialization. + * @param[in,out] S points to an instance of the floating-point matrix structure. + * @param[in] nRows number of rows in the matrix. + * @param[in] nColumns number of columns in the matrix. + * @param[in] pData points to the matrix data array. + */ +void arm_mat_init_q31( + arm_matrix_instance_q31 * S, + uint16_t nRows, + uint16_t nColumns, + q31_t * pData); + + /** + * @brief Q15 matrix initialization. + * @param[in,out] S points to an instance of the floating-point matrix structure. + * @param[in] nRows number of rows in the matrix. + * @param[in] nColumns number of columns in the matrix. + * @param[in] pData points to the matrix data array. + */ +void arm_mat_init_q15( + arm_matrix_instance_q15 * S, + uint16_t nRows, + uint16_t nColumns, + q15_t * pData); + + /** + * @brief Floating-point matrix initialization. + * @param[in,out] S points to an instance of the floating-point matrix structure. + * @param[in] nRows number of rows in the matrix. + * @param[in] nColumns number of columns in the matrix. + * @param[in] pData points to the matrix data array. + */ +void arm_mat_init_f32( + arm_matrix_instance_f32 * S, + uint16_t nRows, + uint16_t nColumns, + float32_t * pData); + + + /** + * @brief Instance structure for the Q15 PID Control. + */ + typedef struct + { + q15_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ +#if !defined (ARM_MATH_DSP) + q15_t A1; + q15_t A2; +#else + q31_t A1; /**< The derived gain A1 = -Kp - 2Kd | Kd.*/ +#endif + q15_t state[3]; /**< The state array of length 3. */ + q15_t Kp; /**< The proportional gain. */ + q15_t Ki; /**< The integral gain. */ + q15_t Kd; /**< The derivative gain. */ + } arm_pid_instance_q15; + + /** + * @brief Instance structure for the Q31 PID Control. + */ + typedef struct + { + q31_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ + q31_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ + q31_t A2; /**< The derived gain, A2 = Kd . */ + q31_t state[3]; /**< The state array of length 3. */ + q31_t Kp; /**< The proportional gain. */ + q31_t Ki; /**< The integral gain. */ + q31_t Kd; /**< The derivative gain. */ + } arm_pid_instance_q31; + + /** + * @brief Instance structure for the floating-point PID Control. + */ + typedef struct + { + float32_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ + float32_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ + float32_t A2; /**< The derived gain, A2 = Kd . */ + float32_t state[3]; /**< The state array of length 3. */ + float32_t Kp; /**< The proportional gain. */ + float32_t Ki; /**< The integral gain. */ + float32_t Kd; /**< The derivative gain. */ + } arm_pid_instance_f32; + + + + /** + * @brief Initialization function for the floating-point PID Control. + * @param[in,out] S points to an instance of the PID structure. + * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. + */ + void arm_pid_init_f32( + arm_pid_instance_f32 * S, + int32_t resetStateFlag); + + + /** + * @brief Reset function for the floating-point PID Control. + * @param[in,out] S is an instance of the floating-point PID Control structure + */ + void arm_pid_reset_f32( + arm_pid_instance_f32 * S); + + + /** + * @brief Initialization function for the Q31 PID Control. + * @param[in,out] S points to an instance of the Q15 PID structure. + * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. + */ + void arm_pid_init_q31( + arm_pid_instance_q31 * S, + int32_t resetStateFlag); + + + /** + * @brief Reset function for the Q31 PID Control. + * @param[in,out] S points to an instance of the Q31 PID Control structure + */ + + void arm_pid_reset_q31( + arm_pid_instance_q31 * S); + + + /** + * @brief Initialization function for the Q15 PID Control. + * @param[in,out] S points to an instance of the Q15 PID structure. + * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. + */ + void arm_pid_init_q15( + arm_pid_instance_q15 * S, + int32_t resetStateFlag); + + + /** + * @brief Reset function for the Q15 PID Control. + * @param[in,out] S points to an instance of the q15 PID Control structure + */ + void arm_pid_reset_q15( + arm_pid_instance_q15 * S); + + + /** + * @brief Instance structure for the floating-point Linear Interpolate function. + */ + typedef struct + { + uint32_t nValues; /**< nValues */ + float32_t x1; /**< x1 */ + float32_t xSpacing; /**< xSpacing */ + float32_t *pYData; /**< pointer to the table of Y values */ + } arm_linear_interp_instance_f32; + + /** + * @brief Instance structure for the floating-point bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + float32_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_f32; + + /** + * @brief Instance structure for the Q31 bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + q31_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_q31; + + /** + * @brief Instance structure for the Q15 bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + q15_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_q15; + + /** + * @brief Instance structure for the Q15 bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + q7_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_q7; + + + /** + * @brief Q7 vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Floating-point vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q15_t *pTwiddle; /**< points to the Sin twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix2_instance_q15; + +/* Deprecated */ + arm_status arm_cfft_radix2_init_q15( + arm_cfft_radix2_instance_q15 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix2_q15( + const arm_cfft_radix2_instance_q15 * S, + q15_t * pSrc); + + + /** + * @brief Instance structure for the Q15 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q15_t *pTwiddle; /**< points to the twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix4_instance_q15; + +/* Deprecated */ + arm_status arm_cfft_radix4_init_q15( + arm_cfft_radix4_instance_q15 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix4_q15( + const arm_cfft_radix4_instance_q15 * S, + q15_t * pSrc); + + /** + * @brief Instance structure for the Radix-2 Q31 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix2_instance_q31; + +/* Deprecated */ + arm_status arm_cfft_radix2_init_q31( + arm_cfft_radix2_instance_q31 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix2_q31( + const arm_cfft_radix2_instance_q31 * S, + q31_t * pSrc); + + /** + * @brief Instance structure for the Q31 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q31_t *pTwiddle; /**< points to the twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix4_instance_q31; + +/* Deprecated */ + void arm_cfft_radix4_q31( + const arm_cfft_radix4_instance_q31 * S, + q31_t * pSrc); + +/* Deprecated */ + arm_status arm_cfft_radix4_init_q31( + arm_cfft_radix4_instance_q31 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + float32_t onebyfftLen; /**< value of 1/fftLen. */ + } arm_cfft_radix2_instance_f32; + +/* Deprecated */ + arm_status arm_cfft_radix2_init_f32( + arm_cfft_radix2_instance_f32 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix2_f32( + const arm_cfft_radix2_instance_f32 * S, + float32_t * pSrc); + + /** + * @brief Instance structure for the floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + float32_t onebyfftLen; /**< value of 1/fftLen. */ + } arm_cfft_radix4_instance_f32; + +/* Deprecated */ + arm_status arm_cfft_radix4_init_f32( + arm_cfft_radix4_instance_f32 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix4_f32( + const arm_cfft_radix4_instance_f32 * S, + float32_t * pSrc); + + /** + * @brief Instance structure for the fixed-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const q15_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ +#if defined(ARM_MATH_MVEI) + const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ + const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ + const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ + const q15_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ + const q15_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ + const q15_t *rearranged_twiddle_stride3; +#endif + } arm_cfft_instance_q15; + +arm_status arm_cfft_init_q15( + arm_cfft_instance_q15 * S, + uint16_t fftLen); + +void arm_cfft_q15( + const arm_cfft_instance_q15 * S, + q15_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the fixed-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ +#if defined(ARM_MATH_MVEI) + const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ + const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ + const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ + const q31_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ + const q31_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ + const q31_t *rearranged_twiddle_stride3; +#endif + } arm_cfft_instance_q31; + +arm_status arm_cfft_init_q31( + arm_cfft_instance_q31 * S, + uint16_t fftLen); + +void arm_cfft_q31( + const arm_cfft_instance_q31 * S, + q31_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ +#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) + const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ + const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ + const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ + const float32_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ + const float32_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ + const float32_t *rearranged_twiddle_stride3; +#endif + } arm_cfft_instance_f32; + + + arm_status arm_cfft_init_f32( + arm_cfft_instance_f32 * S, + uint16_t fftLen); + + void arm_cfft_f32( + const arm_cfft_instance_f32 * S, + float32_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + + /** + * @brief Instance structure for the Double Precision Floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const float64_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ + } arm_cfft_instance_f64; + + void arm_cfft_f64( + const arm_cfft_instance_f64 * S, + float64_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the Q15 RFFT/RIFFT function. + */ + typedef struct + { + uint32_t fftLenReal; /**< length of the real FFT. */ + uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ + uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ + uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + const q15_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ + const q15_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ +#if defined(ARM_MATH_MVEI) + arm_cfft_instance_q15 cfftInst; +#else + const arm_cfft_instance_q15 *pCfft; /**< points to the complex FFT instance. */ +#endif + } arm_rfft_instance_q15; + + arm_status arm_rfft_init_q15( + arm_rfft_instance_q15 * S, + uint32_t fftLenReal, + uint32_t ifftFlagR, + uint32_t bitReverseFlag); + + void arm_rfft_q15( + const arm_rfft_instance_q15 * S, + q15_t * pSrc, + q15_t * pDst); + + /** + * @brief Instance structure for the Q31 RFFT/RIFFT function. + */ + typedef struct + { + uint32_t fftLenReal; /**< length of the real FFT. */ + uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ + uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ + uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + const q31_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ + const q31_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ +#if defined(ARM_MATH_MVEI) + arm_cfft_instance_q31 cfftInst; +#else + const arm_cfft_instance_q31 *pCfft; /**< points to the complex FFT instance. */ +#endif + } arm_rfft_instance_q31; + + arm_status arm_rfft_init_q31( + arm_rfft_instance_q31 * S, + uint32_t fftLenReal, + uint32_t ifftFlagR, + uint32_t bitReverseFlag); + + void arm_rfft_q31( + const arm_rfft_instance_q31 * S, + q31_t * pSrc, + q31_t * pDst); + + /** + * @brief Instance structure for the floating-point RFFT/RIFFT function. + */ + typedef struct + { + uint32_t fftLenReal; /**< length of the real FFT. */ + uint16_t fftLenBy2; /**< length of the complex FFT. */ + uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ + uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ + uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + const float32_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ + const float32_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ + arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ + } arm_rfft_instance_f32; + + arm_status arm_rfft_init_f32( + arm_rfft_instance_f32 * S, + arm_cfft_radix4_instance_f32 * S_CFFT, + uint32_t fftLenReal, + uint32_t ifftFlagR, + uint32_t bitReverseFlag); + + void arm_rfft_f32( + const arm_rfft_instance_f32 * S, + float32_t * pSrc, + float32_t * pDst); + + /** + * @brief Instance structure for the Double Precision Floating-point RFFT/RIFFT function. + */ +typedef struct + { + arm_cfft_instance_f64 Sint; /**< Internal CFFT structure. */ + uint16_t fftLenRFFT; /**< length of the real sequence */ + const float64_t * pTwiddleRFFT; /**< Twiddle factors real stage */ + } arm_rfft_fast_instance_f64 ; + +arm_status arm_rfft_fast_init_f64 ( + arm_rfft_fast_instance_f64 * S, + uint16_t fftLen); + + +void arm_rfft_fast_f64( + arm_rfft_fast_instance_f64 * S, + float64_t * p, float64_t * pOut, + uint8_t ifftFlag); + + + /** + * @brief Instance structure for the floating-point RFFT/RIFFT function. + */ +typedef struct + { + arm_cfft_instance_f32 Sint; /**< Internal CFFT structure. */ + uint16_t fftLenRFFT; /**< length of the real sequence */ + const float32_t * pTwiddleRFFT; /**< Twiddle factors real stage */ + } arm_rfft_fast_instance_f32 ; + +arm_status arm_rfft_fast_init_f32 ( + arm_rfft_fast_instance_f32 * S, + uint16_t fftLen); + + + void arm_rfft_fast_f32( + const arm_rfft_fast_instance_f32 * S, + float32_t * p, float32_t * pOut, + uint8_t ifftFlag); + + /** + * @brief Instance structure for the floating-point DCT4/IDCT4 function. + */ + typedef struct + { + uint16_t N; /**< length of the DCT4. */ + uint16_t Nby2; /**< half of the length of the DCT4. */ + float32_t normalize; /**< normalizing factor. */ + const float32_t *pTwiddle; /**< points to the twiddle factor table. */ + const float32_t *pCosFactor; /**< points to the cosFactor table. */ + arm_rfft_instance_f32 *pRfft; /**< points to the real FFT instance. */ + arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ + } arm_dct4_instance_f32; + + + /** + * @brief Initialization function for the floating-point DCT4/IDCT4. + * @param[in,out] S points to an instance of floating-point DCT4/IDCT4 structure. + * @param[in] S_RFFT points to an instance of floating-point RFFT/RIFFT structure. + * @param[in] S_CFFT points to an instance of floating-point CFFT/CIFFT structure. + * @param[in] N length of the DCT4. + * @param[in] Nby2 half of the length of the DCT4. + * @param[in] normalize normalizing factor. + * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if fftLenReal is not a supported transform length. + */ + arm_status arm_dct4_init_f32( + arm_dct4_instance_f32 * S, + arm_rfft_instance_f32 * S_RFFT, + arm_cfft_radix4_instance_f32 * S_CFFT, + uint16_t N, + uint16_t Nby2, + float32_t normalize); + + + /** + * @brief Processing function for the floating-point DCT4/IDCT4. + * @param[in] S points to an instance of the floating-point DCT4/IDCT4 structure. + * @param[in] pState points to state buffer. + * @param[in,out] pInlineBuffer points to the in-place input and output buffer. + */ + void arm_dct4_f32( + const arm_dct4_instance_f32 * S, + float32_t * pState, + float32_t * pInlineBuffer); + + + /** + * @brief Instance structure for the Q31 DCT4/IDCT4 function. + */ + typedef struct + { + uint16_t N; /**< length of the DCT4. */ + uint16_t Nby2; /**< half of the length of the DCT4. */ + q31_t normalize; /**< normalizing factor. */ + const q31_t *pTwiddle; /**< points to the twiddle factor table. */ + const q31_t *pCosFactor; /**< points to the cosFactor table. */ + arm_rfft_instance_q31 *pRfft; /**< points to the real FFT instance. */ + arm_cfft_radix4_instance_q31 *pCfft; /**< points to the complex FFT instance. */ + } arm_dct4_instance_q31; + + + /** + * @brief Initialization function for the Q31 DCT4/IDCT4. + * @param[in,out] S points to an instance of Q31 DCT4/IDCT4 structure. + * @param[in] S_RFFT points to an instance of Q31 RFFT/RIFFT structure + * @param[in] S_CFFT points to an instance of Q31 CFFT/CIFFT structure + * @param[in] N length of the DCT4. + * @param[in] Nby2 half of the length of the DCT4. + * @param[in] normalize normalizing factor. + * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. + */ + arm_status arm_dct4_init_q31( + arm_dct4_instance_q31 * S, + arm_rfft_instance_q31 * S_RFFT, + arm_cfft_radix4_instance_q31 * S_CFFT, + uint16_t N, + uint16_t Nby2, + q31_t normalize); + + + /** + * @brief Processing function for the Q31 DCT4/IDCT4. + * @param[in] S points to an instance of the Q31 DCT4 structure. + * @param[in] pState points to state buffer. + * @param[in,out] pInlineBuffer points to the in-place input and output buffer. + */ + void arm_dct4_q31( + const arm_dct4_instance_q31 * S, + q31_t * pState, + q31_t * pInlineBuffer); + + + /** + * @brief Instance structure for the Q15 DCT4/IDCT4 function. + */ + typedef struct + { + uint16_t N; /**< length of the DCT4. */ + uint16_t Nby2; /**< half of the length of the DCT4. */ + q15_t normalize; /**< normalizing factor. */ + const q15_t *pTwiddle; /**< points to the twiddle factor table. */ + const q15_t *pCosFactor; /**< points to the cosFactor table. */ + arm_rfft_instance_q15 *pRfft; /**< points to the real FFT instance. */ + arm_cfft_radix4_instance_q15 *pCfft; /**< points to the complex FFT instance. */ + } arm_dct4_instance_q15; + + + /** + * @brief Initialization function for the Q15 DCT4/IDCT4. + * @param[in,out] S points to an instance of Q15 DCT4/IDCT4 structure. + * @param[in] S_RFFT points to an instance of Q15 RFFT/RIFFT structure. + * @param[in] S_CFFT points to an instance of Q15 CFFT/CIFFT structure. + * @param[in] N length of the DCT4. + * @param[in] Nby2 half of the length of the DCT4. + * @param[in] normalize normalizing factor. + * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. + */ + arm_status arm_dct4_init_q15( + arm_dct4_instance_q15 * S, + arm_rfft_instance_q15 * S_RFFT, + arm_cfft_radix4_instance_q15 * S_CFFT, + uint16_t N, + uint16_t Nby2, + q15_t normalize); + + + /** + * @brief Processing function for the Q15 DCT4/IDCT4. + * @param[in] S points to an instance of the Q15 DCT4 structure. + * @param[in] pState points to state buffer. + * @param[in,out] pInlineBuffer points to the in-place input and output buffer. + */ + void arm_dct4_q15( + const arm_dct4_instance_q15 * S, + q15_t * pState, + q15_t * pInlineBuffer); + + + /** + * @brief Floating-point vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q7 vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Floating-point vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q7 vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a floating-point vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scale scale factor to be applied + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_f32( + const float32_t * pSrc, + float32_t scale, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a Q7 vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scaleFract fractional portion of the scale value + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_q7( + const q7_t * pSrc, + q7_t scaleFract, + int8_t shift, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a Q15 vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scaleFract fractional portion of the scale value + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_q15( + const q15_t * pSrc, + q15_t scaleFract, + int8_t shift, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a Q31 vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scaleFract fractional portion of the scale value + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_q31( + const q31_t * pSrc, + q31_t scaleFract, + int8_t shift, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q7 vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_q7( + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Floating-point vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Dot product of floating-point vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + uint32_t blockSize, + float32_t * result); + + + /** + * @brief Dot product of Q7 vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + uint32_t blockSize, + q31_t * result); + + + /** + * @brief Dot product of Q15 vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + uint32_t blockSize, + q63_t * result); + + + /** + * @brief Dot product of Q31 vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + uint32_t blockSize, + q63_t * result); + + + /** + * @brief Shifts the elements of a Q7 vector a specified number of bits. + * @param[in] pSrc points to the input vector + * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_shift_q7( + const q7_t * pSrc, + int8_t shiftBits, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Shifts the elements of a Q15 vector a specified number of bits. + * @param[in] pSrc points to the input vector + * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_shift_q15( + const q15_t * pSrc, + int8_t shiftBits, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Shifts the elements of a Q31 vector a specified number of bits. + * @param[in] pSrc points to the input vector + * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_shift_q31( + const q31_t * pSrc, + int8_t shiftBits, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a floating-point vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_f32( + const float32_t * pSrc, + float32_t offset, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a Q7 vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_q7( + const q7_t * pSrc, + q7_t offset, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a Q15 vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_q15( + const q15_t * pSrc, + q15_t offset, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a Q31 vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_q31( + const q31_t * pSrc, + q31_t offset, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a floating-point vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a Q7 vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_q7( + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a Q15 vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a Q31 vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a floating-point vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a Q7 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_q7( + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a Q15 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a Q31 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a floating-point vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_f32( + float32_t value, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a Q7 vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_q7( + q7_t value, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a Q15 vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_q15( + q15_t value, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a Q31 vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_q31( + q31_t value, + q31_t * pDst, + uint32_t blockSize); + + +/** + * @brief Convolution of floating-point sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. + */ + void arm_conv_f32( + const float32_t * pSrcA, + uint32_t srcALen, + const float32_t * pSrcB, + uint32_t srcBLen, + float32_t * pDst); + + + /** + * @brief Convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + */ + void arm_conv_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + +/** + * @brief Convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. + */ + void arm_conv_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + + /** + * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_fast_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + + /** + * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + */ + void arm_conv_fast_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Convolution of Q31 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + + /** + * @brief Convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_fast_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + + /** + * @brief Convolution of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). + */ + void arm_conv_opt_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Convolution of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst); + + + /** + * @brief Partial convolution of floating-point sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_f32( + const float32_t * pSrcA, + uint32_t srcALen, + const float32_t * pSrcB, + uint32_t srcBLen, + float32_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Partial convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_fast_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_fast_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Partial convolution of Q31 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_fast_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q7 sequences + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_opt_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + uint32_t firstIndex, + uint32_t numPoints, + q15_t * pScratch1, + q15_t * pScratch2); + + +/** + * @brief Partial convolution of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Instance structure for the Q15 FIR decimator. + */ + typedef struct + { + uint8_t M; /**< decimation factor. */ + uint16_t numTaps; /**< number of coefficients in the filter. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + } arm_fir_decimate_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR decimator. + */ + typedef struct + { + uint8_t M; /**< decimation factor. */ + uint16_t numTaps; /**< number of coefficients in the filter. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + } arm_fir_decimate_instance_q31; + +/** + @brief Instance structure for floating-point FIR decimator. + */ +typedef struct + { + uint8_t M; /**< decimation factor. */ + uint16_t numTaps; /**< number of coefficients in the filter. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + } arm_fir_decimate_instance_f32; + + +/** + @brief Processing function for floating-point FIR decimator. + @param[in] S points to an instance of the floating-point FIR decimator structure + @param[in] pSrc points to the block of input data + @param[out] pDst points to the block of output data + @param[in] blockSize number of samples to process + */ +void arm_fir_decimate_f32( + const arm_fir_decimate_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + +/** + @brief Initialization function for the floating-point FIR decimator. + @param[in,out] S points to an instance of the floating-point FIR decimator structure + @param[in] numTaps number of coefficients in the filter + @param[in] M decimation factor + @param[in] pCoeffs points to the filter coefficients + @param[in] pState points to the state buffer + @param[in] blockSize number of input samples to process per call + @return execution status + - \ref ARM_MATH_SUCCESS : Operation successful + - \ref ARM_MATH_LENGTH_ERROR : blockSize is not a multiple of M + */ +arm_status arm_fir_decimate_init_f32( + arm_fir_decimate_instance_f32 * S, + uint16_t numTaps, + uint8_t M, + const float32_t * pCoeffs, + float32_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 FIR decimator. + * @param[in] S points to an instance of the Q15 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_q15( + const arm_fir_decimate_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q15 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_fast_q15( + const arm_fir_decimate_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q15 FIR decimator. + * @param[in,out] S points to an instance of the Q15 FIR decimator structure. + * @param[in] numTaps number of coefficients in the filter. + * @param[in] M decimation factor. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * blockSize is not a multiple of M. + */ + arm_status arm_fir_decimate_init_q15( + arm_fir_decimate_instance_q15 * S, + uint16_t numTaps, + uint8_t M, + const q15_t * pCoeffs, + q15_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 FIR decimator. + * @param[in] S points to an instance of the Q31 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_q31( + const arm_fir_decimate_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the Q31 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q31 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_fast_q31( + const arm_fir_decimate_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 FIR decimator. + * @param[in,out] S points to an instance of the Q31 FIR decimator structure. + * @param[in] numTaps number of coefficients in the filter. + * @param[in] M decimation factor. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * blockSize is not a multiple of M. + */ + arm_status arm_fir_decimate_init_q31( + arm_fir_decimate_instance_q31 * S, + uint16_t numTaps, + uint8_t M, + const q31_t * pCoeffs, + q31_t * pState, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 FIR interpolator. + */ + typedef struct + { + uint8_t L; /**< upsample factor. */ + uint16_t phaseLength; /**< length of each polyphase filter component. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ + q15_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ + } arm_fir_interpolate_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR interpolator. + */ + typedef struct + { + uint8_t L; /**< upsample factor. */ + uint16_t phaseLength; /**< length of each polyphase filter component. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ + q31_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ + } arm_fir_interpolate_instance_q31; + + /** + * @brief Instance structure for the floating-point FIR interpolator. + */ + typedef struct + { + uint8_t L; /**< upsample factor. */ + uint16_t phaseLength; /**< length of each polyphase filter component. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ + float32_t *pState; /**< points to the state variable array. The array is of length phaseLength+numTaps-1. */ + } arm_fir_interpolate_instance_f32; + + + /** + * @brief Processing function for the Q15 FIR interpolator. + * @param[in] S points to an instance of the Q15 FIR interpolator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_interpolate_q15( + const arm_fir_interpolate_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q15 FIR interpolator. + * @param[in,out] S points to an instance of the Q15 FIR interpolator structure. + * @param[in] L upsample factor. + * @param[in] numTaps number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * the filter length numTaps is not a multiple of the interpolation factor L. + */ + arm_status arm_fir_interpolate_init_q15( + arm_fir_interpolate_instance_q15 * S, + uint8_t L, + uint16_t numTaps, + const q15_t * pCoeffs, + q15_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 FIR interpolator. + * @param[in] S points to an instance of the Q15 FIR interpolator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_interpolate_q31( + const arm_fir_interpolate_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 FIR interpolator. + * @param[in,out] S points to an instance of the Q31 FIR interpolator structure. + * @param[in] L upsample factor. + * @param[in] numTaps number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * the filter length numTaps is not a multiple of the interpolation factor L. + */ + arm_status arm_fir_interpolate_init_q31( + arm_fir_interpolate_instance_q31 * S, + uint8_t L, + uint16_t numTaps, + const q31_t * pCoeffs, + q31_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the floating-point FIR interpolator. + * @param[in] S points to an instance of the floating-point FIR interpolator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_interpolate_f32( + const arm_fir_interpolate_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the floating-point FIR interpolator. + * @param[in,out] S points to an instance of the floating-point FIR interpolator structure. + * @param[in] L upsample factor. + * @param[in] numTaps number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * the filter length numTaps is not a multiple of the interpolation factor L. + */ + arm_status arm_fir_interpolate_init_f32( + arm_fir_interpolate_instance_f32 * S, + uint8_t L, + uint16_t numTaps, + const float32_t * pCoeffs, + float32_t * pState, + uint32_t blockSize); + + + /** + * @brief Instance structure for the high precision Q31 Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + q63_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ + const q31_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + uint8_t postShift; /**< additional shift, in bits, applied to each output sample. */ + } arm_biquad_cas_df1_32x64_ins_q31; + + + /** + * @param[in] S points to an instance of the high precision Q31 Biquad cascade filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cas_df1_32x64_q31( + const arm_biquad_cas_df1_32x64_ins_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @param[in,out] S points to an instance of the high precision Q31 Biquad cascade filter structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] postShift shift to be applied to the output. Varies according to the coefficients format + */ + void arm_biquad_cas_df1_32x64_init_q31( + arm_biquad_cas_df1_32x64_ins_q31 * S, + uint8_t numStages, + const q31_t * pCoeffs, + q63_t * pState, + uint8_t postShift); + + + /** + * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float32_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ + const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_cascade_df2T_instance_f32; + + /** + * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float32_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ + const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_cascade_stereo_df2T_instance_f32; + + /** + * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float64_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ + const float64_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_cascade_df2T_instance_f64; + + + /** + * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in] S points to an instance of the filter data structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df2T_f32( + const arm_biquad_cascade_df2T_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. 2 channels + * @param[in] S points to an instance of the filter data structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_stereo_df2T_f32( + const arm_biquad_cascade_stereo_df2T_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in] S points to an instance of the filter data structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df2T_f64( + const arm_biquad_cascade_df2T_instance_f64 * S, + const float64_t * pSrc, + float64_t * pDst, + uint32_t blockSize); + + +#if defined(ARM_MATH_NEON) +void arm_biquad_cascade_df2T_compute_coefs_f32( + arm_biquad_cascade_df2T_instance_f32 * S, + uint8_t numStages, + float32_t * pCoeffs); +#endif + /** + * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in,out] S points to an instance of the filter data structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + */ + void arm_biquad_cascade_df2T_init_f32( + arm_biquad_cascade_df2T_instance_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in,out] S points to an instance of the filter data structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + */ + void arm_biquad_cascade_stereo_df2T_init_f32( + arm_biquad_cascade_stereo_df2T_instance_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in,out] S points to an instance of the filter data structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + */ + void arm_biquad_cascade_df2T_init_f64( + arm_biquad_cascade_df2T_instance_f64 * S, + uint8_t numStages, + const float64_t * pCoeffs, + float64_t * pState); + + + /** + * @brief Instance structure for the Q15 FIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of filter stages. */ + q15_t *pState; /**< points to the state variable array. The array is of length numStages. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ + } arm_fir_lattice_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of filter stages. */ + q31_t *pState; /**< points to the state variable array. The array is of length numStages. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ + } arm_fir_lattice_instance_q31; + + /** + * @brief Instance structure for the floating-point FIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of filter stages. */ + float32_t *pState; /**< points to the state variable array. The array is of length numStages. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ + } arm_fir_lattice_instance_f32; + + + /** + * @brief Initialization function for the Q15 FIR lattice filter. + * @param[in] S points to an instance of the Q15 FIR lattice structure. + * @param[in] numStages number of filter stages. + * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. + * @param[in] pState points to the state buffer. The array is of length numStages. + */ + void arm_fir_lattice_init_q15( + arm_fir_lattice_instance_q15 * S, + uint16_t numStages, + const q15_t * pCoeffs, + q15_t * pState); + + + /** + * @brief Processing function for the Q15 FIR lattice filter. + * @param[in] S points to an instance of the Q15 FIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_lattice_q15( + const arm_fir_lattice_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 FIR lattice filter. + * @param[in] S points to an instance of the Q31 FIR lattice structure. + * @param[in] numStages number of filter stages. + * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. + * @param[in] pState points to the state buffer. The array is of length numStages. + */ + void arm_fir_lattice_init_q31( + arm_fir_lattice_instance_q31 * S, + uint16_t numStages, + const q31_t * pCoeffs, + q31_t * pState); + + + /** + * @brief Processing function for the Q31 FIR lattice filter. + * @param[in] S points to an instance of the Q31 FIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_fir_lattice_q31( + const arm_fir_lattice_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + +/** + * @brief Initialization function for the floating-point FIR lattice filter. + * @param[in] S points to an instance of the floating-point FIR lattice structure. + * @param[in] numStages number of filter stages. + * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. + * @param[in] pState points to the state buffer. The array is of length numStages. + */ + void arm_fir_lattice_init_f32( + arm_fir_lattice_instance_f32 * S, + uint16_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Processing function for the floating-point FIR lattice filter. + * @param[in] S points to an instance of the floating-point FIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_fir_lattice_f32( + const arm_fir_lattice_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 IIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of stages in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ + q15_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ + q15_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ + } arm_iir_lattice_instance_q15; + + /** + * @brief Instance structure for the Q31 IIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of stages in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ + q31_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ + q31_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ + } arm_iir_lattice_instance_q31; + + /** + * @brief Instance structure for the floating-point IIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of stages in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ + float32_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ + float32_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ + } arm_iir_lattice_instance_f32; + + + /** + * @brief Processing function for the floating-point IIR lattice filter. + * @param[in] S points to an instance of the floating-point IIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_f32( + const arm_iir_lattice_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the floating-point IIR lattice filter. + * @param[in] S points to an instance of the floating-point IIR lattice structure. + * @param[in] numStages number of stages in the filter. + * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. + * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. + * @param[in] pState points to the state buffer. The array is of length numStages+blockSize-1. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_init_f32( + arm_iir_lattice_instance_f32 * S, + uint16_t numStages, + float32_t * pkCoeffs, + float32_t * pvCoeffs, + float32_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 IIR lattice filter. + * @param[in] S points to an instance of the Q31 IIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_q31( + const arm_iir_lattice_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 IIR lattice filter. + * @param[in] S points to an instance of the Q31 IIR lattice structure. + * @param[in] numStages number of stages in the filter. + * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. + * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. + * @param[in] pState points to the state buffer. The array is of length numStages+blockSize. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_init_q31( + arm_iir_lattice_instance_q31 * S, + uint16_t numStages, + q31_t * pkCoeffs, + q31_t * pvCoeffs, + q31_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 IIR lattice filter. + * @param[in] S points to an instance of the Q15 IIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_q15( + const arm_iir_lattice_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + +/** + * @brief Initialization function for the Q15 IIR lattice filter. + * @param[in] S points to an instance of the fixed-point Q15 IIR lattice structure. + * @param[in] numStages number of stages in the filter. + * @param[in] pkCoeffs points to reflection coefficient buffer. The array is of length numStages. + * @param[in] pvCoeffs points to ladder coefficient buffer. The array is of length numStages+1. + * @param[in] pState points to state buffer. The array is of length numStages+blockSize. + * @param[in] blockSize number of samples to process per call. + */ + void arm_iir_lattice_init_q15( + arm_iir_lattice_instance_q15 * S, + uint16_t numStages, + q15_t * pkCoeffs, + q15_t * pvCoeffs, + q15_t * pState, + uint32_t blockSize); + + + /** + * @brief Instance structure for the floating-point LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + float32_t mu; /**< step size that controls filter coefficient updates. */ + } arm_lms_instance_f32; + + + /** + * @brief Processing function for floating-point LMS filter. + * @param[in] S points to an instance of the floating-point LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_f32( + const arm_lms_instance_f32 * S, + const float32_t * pSrc, + float32_t * pRef, + float32_t * pOut, + float32_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for floating-point LMS filter. + * @param[in] S points to an instance of the floating-point LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to the coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_init_f32( + arm_lms_instance_f32 * S, + uint16_t numTaps, + float32_t * pCoeffs, + float32_t * pState, + float32_t mu, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q15_t mu; /**< step size that controls filter coefficient updates. */ + uint32_t postShift; /**< bit shift applied to coefficients. */ + } arm_lms_instance_q15; + + + /** + * @brief Initialization function for the Q15 LMS filter. + * @param[in] S points to an instance of the Q15 LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to the coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_init_q15( + arm_lms_instance_q15 * S, + uint16_t numTaps, + q15_t * pCoeffs, + q15_t * pState, + q15_t mu, + uint32_t blockSize, + uint32_t postShift); + + + /** + * @brief Processing function for Q15 LMS filter. + * @param[in] S points to an instance of the Q15 LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_q15( + const arm_lms_instance_q15 * S, + const q15_t * pSrc, + q15_t * pRef, + q15_t * pOut, + q15_t * pErr, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q31 LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q31_t mu; /**< step size that controls filter coefficient updates. */ + uint32_t postShift; /**< bit shift applied to coefficients. */ + } arm_lms_instance_q31; + + + /** + * @brief Processing function for Q31 LMS filter. + * @param[in] S points to an instance of the Q15 LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_q31( + const arm_lms_instance_q31 * S, + const q31_t * pSrc, + q31_t * pRef, + q31_t * pOut, + q31_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for Q31 LMS filter. + * @param[in] S points to an instance of the Q31 LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_init_q31( + arm_lms_instance_q31 * S, + uint16_t numTaps, + q31_t * pCoeffs, + q31_t * pState, + q31_t mu, + uint32_t blockSize, + uint32_t postShift); + + + /** + * @brief Instance structure for the floating-point normalized LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + float32_t mu; /**< step size that control filter coefficient updates. */ + float32_t energy; /**< saves previous frame energy. */ + float32_t x0; /**< saves previous input sample. */ + } arm_lms_norm_instance_f32; + + + /** + * @brief Processing function for floating-point normalized LMS filter. + * @param[in] S points to an instance of the floating-point normalized LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_f32( + arm_lms_norm_instance_f32 * S, + const float32_t * pSrc, + float32_t * pRef, + float32_t * pOut, + float32_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for floating-point normalized LMS filter. + * @param[in] S points to an instance of the floating-point LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_init_f32( + arm_lms_norm_instance_f32 * S, + uint16_t numTaps, + float32_t * pCoeffs, + float32_t * pState, + float32_t mu, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q31 normalized LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q31_t mu; /**< step size that controls filter coefficient updates. */ + uint8_t postShift; /**< bit shift applied to coefficients. */ + const q31_t *recipTable; /**< points to the reciprocal initial value table. */ + q31_t energy; /**< saves previous frame energy. */ + q31_t x0; /**< saves previous input sample. */ + } arm_lms_norm_instance_q31; + + + /** + * @brief Processing function for Q31 normalized LMS filter. + * @param[in] S points to an instance of the Q31 normalized LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_q31( + arm_lms_norm_instance_q31 * S, + const q31_t * pSrc, + q31_t * pRef, + q31_t * pOut, + q31_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for Q31 normalized LMS filter. + * @param[in] S points to an instance of the Q31 normalized LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_norm_init_q31( + arm_lms_norm_instance_q31 * S, + uint16_t numTaps, + q31_t * pCoeffs, + q31_t * pState, + q31_t mu, + uint32_t blockSize, + uint8_t postShift); + + + /** + * @brief Instance structure for the Q15 normalized LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< Number of coefficients in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q15_t mu; /**< step size that controls filter coefficient updates. */ + uint8_t postShift; /**< bit shift applied to coefficients. */ + const q15_t *recipTable; /**< Points to the reciprocal initial value table. */ + q15_t energy; /**< saves previous frame energy. */ + q15_t x0; /**< saves previous input sample. */ + } arm_lms_norm_instance_q15; + + + /** + * @brief Processing function for Q15 normalized LMS filter. + * @param[in] S points to an instance of the Q15 normalized LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_q15( + arm_lms_norm_instance_q15 * S, + const q15_t * pSrc, + q15_t * pRef, + q15_t * pOut, + q15_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for Q15 normalized LMS filter. + * @param[in] S points to an instance of the Q15 normalized LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_norm_init_q15( + arm_lms_norm_instance_q15 * S, + uint16_t numTaps, + q15_t * pCoeffs, + q15_t * pState, + q15_t mu, + uint32_t blockSize, + uint8_t postShift); + + + /** + * @brief Correlation of floating-point sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_f32( + const float32_t * pSrcA, + uint32_t srcALen, + const float32_t * pSrcB, + uint32_t srcBLen, + float32_t * pDst); + + +/** + @brief Correlation of Q15 sequences + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. +*/ +void arm_correlate_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch); + + +/** + @brief Correlation of Q15 sequences. + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + +/** + @brief Correlation of Q15 sequences (fast version). + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the location where the output result is written. Length 2 * max(srcALen, srcBLen) - 1. + @return none + */ +void arm_correlate_fast_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + +/** + @brief Correlation of Q15 sequences (fast version). + @param[in] pSrcA points to the first input sequence. + @param[in] srcALen length of the first input sequence. + @param[in] pSrcB points to the second input sequence. + @param[in] srcBLen length of the second input sequence. + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + */ +void arm_correlate_fast_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch); + + + /** + * @brief Correlation of Q31 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + +/** + @brief Correlation of Q31 sequences (fast version). + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ +void arm_correlate_fast_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + + /** + * @brief Correlation of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). + */ + void arm_correlate_opt_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Correlation of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst); + + + /** + * @brief Instance structure for the floating-point sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + float32_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_f32; + + /** + * @brief Instance structure for the Q31 sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + q31_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_q31; + + /** + * @brief Instance structure for the Q15 sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + q15_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_q15; + + /** + * @brief Instance structure for the Q7 sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + q7_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_q7; + + + /** + * @brief Processing function for the floating-point sparse FIR filter. + * @param[in] S points to an instance of the floating-point sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_f32( + arm_fir_sparse_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + float32_t * pScratchIn, + uint32_t blockSize); + + + /** + * @brief Initialization function for the floating-point sparse FIR filter. + * @param[in,out] S points to an instance of the floating-point sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_f32( + arm_fir_sparse_instance_f32 * S, + uint16_t numTaps, + const float32_t * pCoeffs, + float32_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 sparse FIR filter. + * @param[in] S points to an instance of the Q31 sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_q31( + arm_fir_sparse_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + q31_t * pScratchIn, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 sparse FIR filter. + * @param[in,out] S points to an instance of the Q31 sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_q31( + arm_fir_sparse_instance_q31 * S, + uint16_t numTaps, + const q31_t * pCoeffs, + q31_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 sparse FIR filter. + * @param[in] S points to an instance of the Q15 sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] pScratchOut points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_q15( + arm_fir_sparse_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + q15_t * pScratchIn, + q31_t * pScratchOut, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q15 sparse FIR filter. + * @param[in,out] S points to an instance of the Q15 sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_q15( + arm_fir_sparse_instance_q15 * S, + uint16_t numTaps, + const q15_t * pCoeffs, + q15_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q7 sparse FIR filter. + * @param[in] S points to an instance of the Q7 sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] pScratchOut points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_q7( + arm_fir_sparse_instance_q7 * S, + const q7_t * pSrc, + q7_t * pDst, + q7_t * pScratchIn, + q31_t * pScratchOut, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q7 sparse FIR filter. + * @param[in,out] S points to an instance of the Q7 sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_q7( + arm_fir_sparse_instance_q7 * S, + uint16_t numTaps, + const q7_t * pCoeffs, + q7_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Floating-point sin_cos function. + * @param[in] theta input value in degrees + * @param[out] pSinVal points to the processed sine output. + * @param[out] pCosVal points to the processed cos output. + */ + void arm_sin_cos_f32( + float32_t theta, + float32_t * pSinVal, + float32_t * pCosVal); + + + /** + * @brief Q31 sin_cos function. + * @param[in] theta scaled input value in degrees + * @param[out] pSinVal points to the processed sine output. + * @param[out] pCosVal points to the processed cosine output. + */ + void arm_sin_cos_q31( + q31_t theta, + q31_t * pSinVal, + q31_t * pCosVal); + + + /** + * @brief Floating-point complex conjugate. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_conj_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t numSamples); + + /** + * @brief Q31 complex conjugate. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_conj_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex conjugate. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_conj_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @brief Floating-point complex magnitude squared + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_squared_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex magnitude squared + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_squared_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex magnitude squared + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_squared_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @ingroup groupController + */ + + /** + * @defgroup PID PID Motor Control + * + * A Proportional Integral Derivative (PID) controller is a generic feedback control + * loop mechanism widely used in industrial control systems. + * A PID controller is the most commonly used type of feedback controller. + * + * This set of functions implements (PID) controllers + * for Q15, Q31, and floating-point data types. The functions operate on a single sample + * of data and each call to the function returns a single processed value. + * S points to an instance of the PID control data structure. in + * is the input sample value. The functions return the output value. + * + * \par Algorithm: + * 
    +   *    y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2]
+   *    A0 = Kp + Ki + Kd
+   *    A1 = (-Kp ) - (2 * Kd )
+   *    A2 = Kd
+   *
    + * + * \par + * where \c Kp is proportional constant, \c Ki is Integral constant and \c Kd is Derivative constant + * + * \par + * \image html PID.gif "Proportional Integral Derivative Controller" + * + * \par + * The PID controller calculates an "error" value as the difference between + * the measured output and the reference input. + * The controller attempts to minimize the error by adjusting the process control inputs. + * The proportional value determines the reaction to the current error, + * the integral value determines the reaction based on the sum of recent errors, + * and the derivative value determines the reaction based on the rate at which the error has been changing. + * + * \par Instance Structure + * The Gains A0, A1, A2 and state variables for a PID controller are stored together in an instance data structure. + * A separate instance structure must be defined for each PID Controller. + * There are separate instance structure declarations for each of the 3 supported data types. + * + * \par Reset Functions + * There is also an associated reset function for each data type which clears the state array. + * + * \par Initialization Functions + * There is also an associated initialization function for each data type. + * The initialization function performs the following operations: + * - Initializes the Gains A0, A1, A2 from Kp,Ki, Kd gains. + * - Zeros out the values in the state buffer. + * + * \par + * Instance structure cannot be placed into a const data section and it is recommended to use the initialization function. + * + * \par Fixed-Point Behavior + * Care must be taken when using the fixed-point versions of the PID Controller functions. + * In particular, the overflow and saturation behavior of the accumulator used in each function must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup PID + * @{ + */ + + /** + * @brief Process function for the floating-point PID Control. + * @param[in,out] S is an instance of the floating-point PID Control structure + * @param[in] in input sample to process + * @return processed output sample. + */ + __STATIC_FORCEINLINE float32_t arm_pid_f32( + arm_pid_instance_f32 * S, + float32_t in) + { + float32_t out; + + /* y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2] */ + out = (S->A0 * in) + + (S->A1 * S->state[0]) + (S->A2 * S->state[1]) + (S->state[2]); + + /* Update state */ + S->state[1] = S->state[0]; + S->state[0] = in; + S->state[2] = out; + + /* return to application */ + return (out); + + } + +/** + @brief Process function for the Q31 PID Control. + @param[in,out] S points to an instance of the Q31 PID Control structure + @param[in] in input sample to process + @return processed output sample. + + \par Scaling and Overflow Behavior + The function is implemented using an internal 64-bit accumulator. + The accumulator has a 2.62 format and maintains full precision of the intermediate multiplication results but provides only a single guard bit. + Thus, if the accumulator result overflows it wraps around rather than clip. + In order to avoid overflows completely the input signal must be scaled down by 2 bits as there are four additions. + After all multiply-accumulates are performed, the 2.62 accumulator is truncated to 1.32 format and then saturated to 1.31 format. + */ +__STATIC_FORCEINLINE q31_t arm_pid_q31( + arm_pid_instance_q31 * S, + q31_t in) + { + q63_t acc; + q31_t out; + + /* acc = A0 * x[n] */ + acc = (q63_t) S->A0 * in; + + /* acc += A1 * x[n-1] */ + acc += (q63_t) S->A1 * S->state[0]; + + /* acc += A2 * x[n-2] */ + acc += (q63_t) S->A2 * S->state[1]; + + /* convert output to 1.31 format to add y[n-1] */ + out = (q31_t) (acc >> 31U); + + /* out += y[n-1] */ + out += S->state[2]; + + /* Update state */ + S->state[1] = S->state[0]; + S->state[0] = in; + S->state[2] = out; + + /* return to application */ + return (out); + } + + +/** + @brief Process function for the Q15 PID Control. + @param[in,out] S points to an instance of the Q15 PID Control structure + @param[in] in input sample to process + @return processed output sample. + + \par Scaling and Overflow Behavior + The function is implemented using a 64-bit internal accumulator. + Both Gains and state variables are represented in 1.15 format and multiplications yield a 2.30 result. + The 2.30 intermediate results are accumulated in a 64-bit accumulator in 34.30 format. + There is no risk of internal overflow with this approach and the full precision of intermediate multiplications is preserved. + After all additions have been performed, the accumulator is truncated to 34.15 format by discarding low 15 bits. + Lastly, the accumulator is saturated to yield a result in 1.15 format. + */ +__STATIC_FORCEINLINE q15_t arm_pid_q15( + arm_pid_instance_q15 * S, + q15_t in) + { + q63_t acc; + q15_t out; + +#if defined (ARM_MATH_DSP) + /* Implementation of PID controller */ + + /* acc = A0 * x[n] */ + acc = (q31_t) __SMUAD((uint32_t)S->A0, (uint32_t)in); + + /* acc += A1 * x[n-1] + A2 * x[n-2] */ + acc = (q63_t)__SMLALD((uint32_t)S->A1, (uint32_t)read_q15x2 (S->state), (uint64_t)acc); +#else + /* acc = A0 * x[n] */ + acc = ((q31_t) S->A0) * in; + + /* acc += A1 * x[n-1] + A2 * x[n-2] */ + acc += (q31_t) S->A1 * S->state[0]; + acc += (q31_t) S->A2 * S->state[1]; +#endif + + /* acc += y[n-1] */ + acc += (q31_t) S->state[2] << 15; + + /* saturate the output */ + out = (q15_t) (__SSAT((q31_t)(acc >> 15), 16)); + + /* Update state */ + S->state[1] = S->state[0]; + S->state[0] = in; + S->state[2] = out; + + /* return to application */ + return (out); + } + + /** + * @} end of PID group + */ + + + /** + * @brief Floating-point matrix inverse. + * @param[in] src points to the instance of the input floating-point matrix structure. + * @param[out] dst points to the instance of the output floating-point matrix structure. + * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. + * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. + */ + arm_status arm_mat_inverse_f32( + const arm_matrix_instance_f32 * src, + arm_matrix_instance_f32 * dst); + + + /** + * @brief Floating-point matrix inverse. + * @param[in] src points to the instance of the input floating-point matrix structure. + * @param[out] dst points to the instance of the output floating-point matrix structure. + * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. + * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. + */ + arm_status arm_mat_inverse_f64( + const arm_matrix_instance_f64 * src, + arm_matrix_instance_f64 * dst); + + + + /** + * @ingroup groupController + */ + + /** + * @defgroup clarke Vector Clarke Transform + * Forward Clarke transform converts the instantaneous stator phases into a two-coordinate time invariant vector. + * Generally the Clarke transform uses three-phase currents Ia, Ib and Ic to calculate currents + * in the two-phase orthogonal stator axis Ialpha and Ibeta. + * When Ialpha is superposed with Ia as shown in the figure below + * \image html clarke.gif Stator current space vector and its components in (a,b). + * and Ia + Ib + Ic = 0, in this condition Ialpha and Ibeta + * can be calculated using only Ia and Ib. + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html clarkeFormula.gif + * where Ia and Ib are the instantaneous stator phases and + * pIalpha and pIbeta are the two coordinates of time invariant vector. + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Clarke transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup clarke + * @{ + */ + + /** + * + * @brief Floating-point Clarke transform + * @param[in] Ia input three-phase coordinate a + * @param[in] Ib input three-phase coordinate b + * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + * @param[out] pIbeta points to output two-phase orthogonal vector axis beta + * @return none + */ + __STATIC_FORCEINLINE void arm_clarke_f32( + float32_t Ia, + float32_t Ib, + float32_t * pIalpha, + float32_t * pIbeta) + { + /* Calculate pIalpha using the equation, pIalpha = Ia */ + *pIalpha = Ia; + + /* Calculate pIbeta using the equation, pIbeta = (1/sqrt(3)) * Ia + (2/sqrt(3)) * Ib */ + *pIbeta = ((float32_t) 0.57735026919 * Ia + (float32_t) 1.15470053838 * Ib); + } + + +/** + @brief Clarke transform for Q31 version + @param[in] Ia input three-phase coordinate a + @param[in] Ib input three-phase coordinate b + @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + @param[out] pIbeta points to output two-phase orthogonal vector axis beta + @return none + + \par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the addition, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_clarke_q31( + q31_t Ia, + q31_t Ib, + q31_t * pIalpha, + q31_t * pIbeta) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + + /* Calculating pIalpha from Ia by equation pIalpha = Ia */ + *pIalpha = Ia; + + /* Intermediate product is calculated by (1/(sqrt(3)) * Ia) */ + product1 = (q31_t) (((q63_t) Ia * 0x24F34E8B) >> 30); + + /* Intermediate product is calculated by (2/sqrt(3) * Ib) */ + product2 = (q31_t) (((q63_t) Ib * 0x49E69D16) >> 30); + + /* pIbeta is calculated by adding the intermediate products */ + *pIbeta = __QADD(product1, product2); + } + + /** + * @} end of clarke group + */ + + + /** + * @ingroup groupController + */ + + /** + * @defgroup inv_clarke Vector Inverse Clarke Transform + * Inverse Clarke transform converts the two-coordinate time invariant vector into instantaneous stator phases. + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html clarkeInvFormula.gif + * where pIa and pIb are the instantaneous stator phases and + * Ialpha and Ibeta are the two coordinates of time invariant vector. + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Clarke transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup inv_clarke + * @{ + */ + + /** + * @brief Floating-point Inverse Clarke transform + * @param[in] Ialpha input two-phase orthogonal vector axis alpha + * @param[in] Ibeta input two-phase orthogonal vector axis beta + * @param[out] pIa points to output three-phase coordinate a + * @param[out] pIb points to output three-phase coordinate b + * @return none + */ + __STATIC_FORCEINLINE void arm_inv_clarke_f32( + float32_t Ialpha, + float32_t Ibeta, + float32_t * pIa, + float32_t * pIb) + { + /* Calculating pIa from Ialpha by equation pIa = Ialpha */ + *pIa = Ialpha; + + /* Calculating pIb from Ialpha and Ibeta by equation pIb = -(1/2) * Ialpha + (sqrt(3)/2) * Ibeta */ + *pIb = -0.5f * Ialpha + 0.8660254039f * Ibeta; + } + + +/** + @brief Inverse Clarke transform for Q31 version + @param[in] Ialpha input two-phase orthogonal vector axis alpha + @param[in] Ibeta input two-phase orthogonal vector axis beta + @param[out] pIa points to output three-phase coordinate a + @param[out] pIb points to output three-phase coordinate b + @return none + + \par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the subtraction, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_inv_clarke_q31( + q31_t Ialpha, + q31_t Ibeta, + q31_t * pIa, + q31_t * pIb) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + + /* Calculating pIa from Ialpha by equation pIa = Ialpha */ + *pIa = Ialpha; + + /* Intermediate product is calculated by (1/(2*sqrt(3)) * Ia) */ + product1 = (q31_t) (((q63_t) (Ialpha) * (0x40000000)) >> 31); + + /* Intermediate product is calculated by (1/sqrt(3) * pIb) */ + product2 = (q31_t) (((q63_t) (Ibeta) * (0x6ED9EBA1)) >> 31); + + /* pIb is calculated by subtracting the products */ + *pIb = __QSUB(product2, product1); + } + + /** + * @} end of inv_clarke group + */ + + + + /** + * @ingroup groupController + */ + + /** + * @defgroup park Vector Park Transform + * + * Forward Park transform converts the input two-coordinate vector to flux and torque components. + * The Park transform can be used to realize the transformation of the Ialpha and the Ibeta currents + * from the stationary to the moving reference frame and control the spatial relationship between + * the stator vector current and rotor flux vector. + * If we consider the d axis aligned with the rotor flux, the diagram below shows the + * current vector and the relationship from the two reference frames: + * \image html park.gif "Stator current space vector and its component in (a,b) and in the d,q rotating reference frame" + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html parkFormula.gif + * where Ialpha and Ibeta are the stator vector components, + * pId and pIq are rotor vector components and cosVal and sinVal are the + * cosine and sine values of theta (rotor flux position). + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Park transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup park + * @{ + */ + + /** + * @brief Floating-point Park transform + * @param[in] Ialpha input two-phase vector coordinate alpha + * @param[in] Ibeta input two-phase vector coordinate beta + * @param[out] pId points to output rotor reference frame d + * @param[out] pIq points to output rotor reference frame q + * @param[in] sinVal sine value of rotation angle theta + * @param[in] cosVal cosine value of rotation angle theta + * @return none + * + * The function implements the forward Park transform. + * + */ + __STATIC_FORCEINLINE void arm_park_f32( + float32_t Ialpha, + float32_t Ibeta, + float32_t * pId, + float32_t * pIq, + float32_t sinVal, + float32_t cosVal) + { + /* Calculate pId using the equation, pId = Ialpha * cosVal + Ibeta * sinVal */ + *pId = Ialpha * cosVal + Ibeta * sinVal; + + /* Calculate pIq using the equation, pIq = - Ialpha * sinVal + Ibeta * cosVal */ + *pIq = -Ialpha * sinVal + Ibeta * cosVal; + } + + +/** + @brief Park transform for Q31 version + @param[in] Ialpha input two-phase vector coordinate alpha + @param[in] Ibeta input two-phase vector coordinate beta + @param[out] pId points to output rotor reference frame d + @param[out] pIq points to output rotor reference frame q + @param[in] sinVal sine value of rotation angle theta + @param[in] cosVal cosine value of rotation angle theta + @return none + + \par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the addition and subtraction, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_park_q31( + q31_t Ialpha, + q31_t Ibeta, + q31_t * pId, + q31_t * pIq, + q31_t sinVal, + q31_t cosVal) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + q31_t product3, product4; /* Temporary variables used to store intermediate results */ + + /* Intermediate product is calculated by (Ialpha * cosVal) */ + product1 = (q31_t) (((q63_t) (Ialpha) * (cosVal)) >> 31); + + /* Intermediate product is calculated by (Ibeta * sinVal) */ + product2 = (q31_t) (((q63_t) (Ibeta) * (sinVal)) >> 31); + + + /* Intermediate product is calculated by (Ialpha * sinVal) */ + product3 = (q31_t) (((q63_t) (Ialpha) * (sinVal)) >> 31); + + /* Intermediate product is calculated by (Ibeta * cosVal) */ + product4 = (q31_t) (((q63_t) (Ibeta) * (cosVal)) >> 31); + + /* Calculate pId by adding the two intermediate products 1 and 2 */ + *pId = __QADD(product1, product2); + + /* Calculate pIq by subtracting the two intermediate products 3 from 4 */ + *pIq = __QSUB(product4, product3); + } + + /** + * @} end of park group + */ + + + /** + * @ingroup groupController + */ + + /** + * @defgroup inv_park Vector Inverse Park transform + * Inverse Park transform converts the input flux and torque components to two-coordinate vector. + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html parkInvFormula.gif + * where pIalpha and pIbeta are the stator vector components, + * Id and Iq are rotor vector components and cosVal and sinVal are the + * cosine and sine values of theta (rotor flux position). + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Park transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup inv_park + * @{ + */ + + /** + * @brief Floating-point Inverse Park transform + * @param[in] Id input coordinate of rotor reference frame d + * @param[in] Iq input coordinate of rotor reference frame q + * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + * @param[out] pIbeta points to output two-phase orthogonal vector axis beta + * @param[in] sinVal sine value of rotation angle theta + * @param[in] cosVal cosine value of rotation angle theta + * @return none + */ + __STATIC_FORCEINLINE void arm_inv_park_f32( + float32_t Id, + float32_t Iq, + float32_t * pIalpha, + float32_t * pIbeta, + float32_t sinVal, + float32_t cosVal) + { + /* Calculate pIalpha using the equation, pIalpha = Id * cosVal - Iq * sinVal */ + *pIalpha = Id * cosVal - Iq * sinVal; + + /* Calculate pIbeta using the equation, pIbeta = Id * sinVal + Iq * cosVal */ + *pIbeta = Id * sinVal + Iq * cosVal; + } + + +/** + @brief Inverse Park transform for Q31 version + @param[in] Id input coordinate of rotor reference frame d + @param[in] Iq input coordinate of rotor reference frame q + @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + @param[out] pIbeta points to output two-phase orthogonal vector axis beta + @param[in] sinVal sine value of rotation angle theta + @param[in] cosVal cosine value of rotation angle theta + @return none + + @par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the addition, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_inv_park_q31( + q31_t Id, + q31_t Iq, + q31_t * pIalpha, + q31_t * pIbeta, + q31_t sinVal, + q31_t cosVal) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + q31_t product3, product4; /* Temporary variables used to store intermediate results */ + + /* Intermediate product is calculated by (Id * cosVal) */ + product1 = (q31_t) (((q63_t) (Id) * (cosVal)) >> 31); + + /* Intermediate product is calculated by (Iq * sinVal) */ + product2 = (q31_t) (((q63_t) (Iq) * (sinVal)) >> 31); + + + /* Intermediate product is calculated by (Id * sinVal) */ + product3 = (q31_t) (((q63_t) (Id) * (sinVal)) >> 31); + + /* Intermediate product is calculated by (Iq * cosVal) */ + product4 = (q31_t) (((q63_t) (Iq) * (cosVal)) >> 31); + + /* Calculate pIalpha by using the two intermediate products 1 and 2 */ + *pIalpha = __QSUB(product1, product2); + + /* Calculate pIbeta by using the two intermediate products 3 and 4 */ + *pIbeta = __QADD(product4, product3); + } + + /** + * @} end of Inverse park group + */ + + + /** + * @ingroup groupInterpolation + */ + + /** + * @defgroup LinearInterpolate Linear Interpolation + * + * Linear interpolation is a method of curve fitting using linear polynomials. + * Linear interpolation works by effectively drawing a straight line between two neighboring samples and returning the appropriate point along that line + * + * \par + * \image html LinearInterp.gif "Linear interpolation" + * + * \par + * A Linear Interpolate function calculates an output value(y), for the input(x) + * using linear interpolation of the input values x0, x1( nearest input values) and the output values y0 and y1(nearest output values) + * + * \par Algorithm: + * 
    +   *       y = y0 + (x - x0) * ((y1 - y0)/(x1-x0))
+   *       where x0, x1 are nearest values of input x
+   *             y0, y1 are nearest values to output y
+   *
    + * + * \par + * This set of functions implements Linear interpolation process + * for Q7, Q15, Q31, and floating-point data types. The functions operate on a single + * sample of data and each call to the function returns a single processed value. + * S points to an instance of the Linear Interpolate function data structure. + * x is the input sample value. The functions returns the output value. + * + * \par + * if x is outside of the table boundary, Linear interpolation returns first value of the table + * if x is below input range and returns last value of table if x is above range. + */ + + /** + * @addtogroup LinearInterpolate + * @{ + */ + + /** + * @brief Process function for the floating-point Linear Interpolation Function. + * @param[in,out] S is an instance of the floating-point Linear Interpolation structure + * @param[in] x input sample to process + * @return y processed output sample. + * + */ + __STATIC_FORCEINLINE float32_t arm_linear_interp_f32( + arm_linear_interp_instance_f32 * S, + float32_t x) + { + float32_t y; + float32_t x0, x1; /* Nearest input values */ + float32_t y0, y1; /* Nearest output values */ + float32_t xSpacing = S->xSpacing; /* spacing between input values */ + int32_t i; /* Index variable */ + float32_t *pYData = S->pYData; /* pointer to output table */ + + /* Calculation of index */ + i = (int32_t) ((x - S->x1) / xSpacing); + + if (i < 0) + { + /* Iniatilize output for below specified range as least output value of table */ + y = pYData[0]; + } + else if ((uint32_t)i >= (S->nValues - 1)) + { + /* Iniatilize output for above specified range as last output value of table */ + y = pYData[S->nValues - 1]; + } + else + { + /* Calculation of nearest input values */ + x0 = S->x1 + i * xSpacing; + x1 = S->x1 + (i + 1) * xSpacing; + + /* Read of nearest output values */ + y0 = pYData[i]; + y1 = pYData[i + 1]; + + /* Calculation of output */ + y = y0 + (x - x0) * ((y1 - y0) / (x1 - x0)); + + } + + /* returns output value */ + return (y); + } + + + /** + * + * @brief Process function for the Q31 Linear Interpolation Function. + * @param[in] pYData pointer to Q31 Linear Interpolation table + * @param[in] x input sample to process + * @param[in] nValues number of table values + * @return y processed output sample. + * + * \par + * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. + * This function can support maximum of table size 2^12. + * + */ + __STATIC_FORCEINLINE q31_t arm_linear_interp_q31( + q31_t * pYData, + q31_t x, + uint32_t nValues) + { + q31_t y; /* output */ + q31_t y0, y1; /* Nearest output values */ + q31_t fract; /* fractional part */ + int32_t index; /* Index to read nearest output values */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + index = ((x & (q31_t)0xFFF00000) >> 20); + + if (index >= (int32_t)(nValues - 1)) + { + return (pYData[nValues - 1]); + } + else if (index < 0) + { + return (pYData[0]); + } + else + { + /* 20 bits for the fractional part */ + /* shift left by 11 to keep fract in 1.31 format */ + fract = (x & 0x000FFFFF) << 11; + + /* Read two nearest output values from the index in 1.31(q31) format */ + y0 = pYData[index]; + y1 = pYData[index + 1]; + + /* Calculation of y0 * (1-fract) and y is in 2.30 format */ + y = ((q31_t) ((q63_t) y0 * (0x7FFFFFFF - fract) >> 32)); + + /* Calculation of y0 * (1-fract) + y1 *fract and y is in 2.30 format */ + y += ((q31_t) (((q63_t) y1 * fract) >> 32)); + + /* Convert y to 1.31 format */ + return (y << 1U); + } + } + + + /** + * + * @brief Process function for the Q15 Linear Interpolation Function. + * @param[in] pYData pointer to Q15 Linear Interpolation table + * @param[in] x input sample to process + * @param[in] nValues number of table values + * @return y processed output sample. + * + * \par + * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. + * This function can support maximum of table size 2^12. + * + */ + __STATIC_FORCEINLINE q15_t arm_linear_interp_q15( + q15_t * pYData, + q31_t x, + uint32_t nValues) + { + q63_t y; /* output */ + q15_t y0, y1; /* Nearest output values */ + q31_t fract; /* fractional part */ + int32_t index; /* Index to read nearest output values */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + index = ((x & (int32_t)0xFFF00000) >> 20); + + if (index >= (int32_t)(nValues - 1)) + { + return (pYData[nValues - 1]); + } + else if (index < 0) + { + return (pYData[0]); + } + else + { + /* 20 bits for the fractional part */ + /* fract is in 12.20 format */ + fract = (x & 0x000FFFFF); + + /* Read two nearest output values from the index */ + y0 = pYData[index]; + y1 = pYData[index + 1]; + + /* Calculation of y0 * (1-fract) and y is in 13.35 format */ + y = ((q63_t) y0 * (0xFFFFF - fract)); + + /* Calculation of (y0 * (1-fract) + y1 * fract) and y is in 13.35 format */ + y += ((q63_t) y1 * (fract)); + + /* convert y to 1.15 format */ + return (q15_t) (y >> 20); + } + } + + + /** + * + * @brief Process function for the Q7 Linear Interpolation Function. + * @param[in] pYData pointer to Q7 Linear Interpolation table + * @param[in] x input sample to process + * @param[in] nValues number of table values + * @return y processed output sample. + * + * \par + * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. + * This function can support maximum of table size 2^12. + */ + __STATIC_FORCEINLINE q7_t arm_linear_interp_q7( + q7_t * pYData, + q31_t x, + uint32_t nValues) + { + q31_t y; /* output */ + q7_t y0, y1; /* Nearest output values */ + q31_t fract; /* fractional part */ + uint32_t index; /* Index to read nearest output values */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + if (x < 0) + { + return (pYData[0]); + } + index = (x >> 20) & 0xfff; + + if (index >= (nValues - 1)) + { + return (pYData[nValues - 1]); + } + else + { + /* 20 bits for the fractional part */ + /* fract is in 12.20 format */ + fract = (x & 0x000FFFFF); + + /* Read two nearest output values from the index and are in 1.7(q7) format */ + y0 = pYData[index]; + y1 = pYData[index + 1]; + + /* Calculation of y0 * (1-fract ) and y is in 13.27(q27) format */ + y = ((y0 * (0xFFFFF - fract))); + + /* Calculation of y1 * fract + y0 * (1-fract) and y is in 13.27(q27) format */ + y += (y1 * fract); + + /* convert y to 1.7(q7) format */ + return (q7_t) (y >> 20); + } + } + + /** + * @} end of LinearInterpolate group + */ + + /** + * @brief Fast approximation to the trigonometric sine function for floating-point data. + * @param[in] x input value in radians. + * @return sin(x). + */ + float32_t arm_sin_f32( + float32_t x); + + + /** + * @brief Fast approximation to the trigonometric sine function for Q31 data. + * @param[in] x Scaled input value in radians. + * @return sin(x). + */ + q31_t arm_sin_q31( + q31_t x); + + + /** + * @brief Fast approximation to the trigonometric sine function for Q15 data. + * @param[in] x Scaled input value in radians. + * @return sin(x). + */ + q15_t arm_sin_q15( + q15_t x); + + + /** + * @brief Fast approximation to the trigonometric cosine function for floating-point data. + * @param[in] x input value in radians. + * @return cos(x). + */ + float32_t arm_cos_f32( + float32_t x); + + + /** + * @brief Fast approximation to the trigonometric cosine function for Q31 data. + * @param[in] x Scaled input value in radians. + * @return cos(x). + */ + q31_t arm_cos_q31( + q31_t x); + + + /** + * @brief Fast approximation to the trigonometric cosine function for Q15 data. + * @param[in] x Scaled input value in radians. + * @return cos(x). + */ + q15_t arm_cos_q15( + q15_t x); + + +/** + @brief Floating-point vector of log values. + @param[in] pSrc points to the input vector + @param[out] pDst points to the output vector + @param[in] blockSize number of samples in each vector + @return none + */ + void arm_vlog_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + +/** + @brief Floating-point vector of exp values. + @param[in] pSrc points to the input vector + @param[out] pDst points to the output vector + @param[in] blockSize number of samples in each vector + @return none + */ + void arm_vexp_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @ingroup groupFastMath + */ + + + /** + * @defgroup SQRT Square Root + * + * Computes the square root of a number. + * There are separate functions for Q15, Q31, and floating-point data types. + * The square root function is computed using the Newton-Raphson algorithm. + * This is an iterative algorithm of the form: + * 
    +   *      x1 = x0 - f(x0)/f'(x0)
+   *
    + * where x1 is the current estimate, + * x0 is the previous estimate, and + * f'(x0) is the derivative of f() evaluated at x0. + * For the square root function, the algorithm reduces to: + * 
    +   *     x0 = in/2                         [initial guess]
+   *     x1 = 1/2 * ( x0 + in / x0)        [each iteration]
+   *
    + */ + + + /** + * @addtogroup SQRT + * @{ + */ + +/** + @brief Floating-point square root function. + @param[in] in input value + @param[out] pOut square root of input value + @return execution status + - \ref ARM_MATH_SUCCESS : input value is positive + - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 + */ +__STATIC_FORCEINLINE arm_status arm_sqrt_f32( + float32_t in, + float32_t * pOut) + { + if (in >= 0.0f) + { +#if defined ( __CC_ARM ) + #if defined __TARGET_FPU_VFP + *pOut = __sqrtf(in); + #else + *pOut = sqrtf(in); + #endif + +#elif defined ( __ICCARM__ ) + #if defined __ARMVFP__ + __ASM("VSQRT.F32 %0,%1" : "=t"(*pOut) : "t"(in)); + #else + *pOut = sqrtf(in); + #endif + +#else + *pOut = sqrtf(in); +#endif + + return (ARM_MATH_SUCCESS); + } + else + { + *pOut = 0.0f; + return (ARM_MATH_ARGUMENT_ERROR); + } + } + + +/** + @brief Q31 square root function. + @param[in] in input value. The range of the input value is [0 +1) or 0x00000000 to 0x7FFFFFFF + @param[out] pOut points to square root of input value + @return execution status + - \ref ARM_MATH_SUCCESS : input value is positive + - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 + */ +arm_status arm_sqrt_q31( + q31_t in, + q31_t * pOut); + + +/** + @brief Q15 square root function. + @param[in] in input value. The range of the input value is [0 +1) or 0x0000 to 0x7FFF + @param[out] pOut points to square root of input value + @return execution status + - \ref ARM_MATH_SUCCESS : input value is positive + - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 + */ +arm_status arm_sqrt_q15( + q15_t in, + q15_t * pOut); + + /** + * @brief Vector Floating-point square root function. + * @param[in] pIn input vector. + * @param[out] pOut vector of square roots of input elements. + * @param[in] len length of input vector. + * @return The function returns ARM_MATH_SUCCESS if input value is positive value or ARM_MATH_ARGUMENT_ERROR if + * in is negative value and returns zero output for negative values. + */ + void arm_vsqrt_f32( + float32_t * pIn, + float32_t * pOut, + uint16_t len); + + void arm_vsqrt_q31( + q31_t * pIn, + q31_t * pOut, + uint16_t len); + + void arm_vsqrt_q15( + q15_t * pIn, + q15_t * pOut, + uint16_t len); + + /** + * @} end of SQRT group + */ + + + /** + * @brief floating-point Circular write function. + */ + __STATIC_FORCEINLINE void arm_circularWrite_f32( + int32_t * circBuffer, + int32_t L, + uint16_t * writeOffset, + int32_t bufferInc, + const int32_t * src, + int32_t srcInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t wOffset; + + /* Copy the value of Index pointer that points + * to the current location where the input samples to be copied */ + wOffset = *writeOffset; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the input sample to the circular buffer */ + circBuffer[wOffset] = *src; + + /* Update the input pointer */ + src += srcInc; + + /* Circularly update wOffset. Watch out for positive and negative value */ + wOffset += bufferInc; + if (wOffset >= L) + wOffset -= L; + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *writeOffset = (uint16_t)wOffset; + } + + + + /** + * @brief floating-point Circular Read function. + */ + __STATIC_FORCEINLINE void arm_circularRead_f32( + int32_t * circBuffer, + int32_t L, + int32_t * readOffset, + int32_t bufferInc, + int32_t * dst, + int32_t * dst_base, + int32_t dst_length, + int32_t dstInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t rOffset; + int32_t* dst_end; + + /* Copy the value of Index pointer that points + * to the current location from where the input samples to be read */ + rOffset = *readOffset; + dst_end = dst_base + dst_length; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the sample from the circular buffer to the destination buffer */ + *dst = circBuffer[rOffset]; + + /* Update the input pointer */ + dst += dstInc; + + if (dst == dst_end) + { + dst = dst_base; + } + + /* Circularly update rOffset. Watch out for positive and negative value */ + rOffset += bufferInc; + + if (rOffset >= L) + { + rOffset -= L; + } + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *readOffset = rOffset; + } + + + /** + * @brief Q15 Circular write function. + */ + __STATIC_FORCEINLINE void arm_circularWrite_q15( + q15_t * circBuffer, + int32_t L, + uint16_t * writeOffset, + int32_t bufferInc, + const q15_t * src, + int32_t srcInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t wOffset; + + /* Copy the value of Index pointer that points + * to the current location where the input samples to be copied */ + wOffset = *writeOffset; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the input sample to the circular buffer */ + circBuffer[wOffset] = *src; + + /* Update the input pointer */ + src += srcInc; + + /* Circularly update wOffset. Watch out for positive and negative value */ + wOffset += bufferInc; + if (wOffset >= L) + wOffset -= L; + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *writeOffset = (uint16_t)wOffset; + } + + + /** + * @brief Q15 Circular Read function. + */ + __STATIC_FORCEINLINE void arm_circularRead_q15( + q15_t * circBuffer, + int32_t L, + int32_t * readOffset, + int32_t bufferInc, + q15_t * dst, + q15_t * dst_base, + int32_t dst_length, + int32_t dstInc, + uint32_t blockSize) + { + uint32_t i = 0; + int32_t rOffset; + q15_t* dst_end; + + /* Copy the value of Index pointer that points + * to the current location from where the input samples to be read */ + rOffset = *readOffset; + + dst_end = dst_base + dst_length; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the sample from the circular buffer to the destination buffer */ + *dst = circBuffer[rOffset]; + + /* Update the input pointer */ + dst += dstInc; + + if (dst == dst_end) + { + dst = dst_base; + } + + /* Circularly update wOffset. Watch out for positive and negative value */ + rOffset += bufferInc; + + if (rOffset >= L) + { + rOffset -= L; + } + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *readOffset = rOffset; + } + + + /** + * @brief Q7 Circular write function. + */ + __STATIC_FORCEINLINE void arm_circularWrite_q7( + q7_t * circBuffer, + int32_t L, + uint16_t * writeOffset, + int32_t bufferInc, + const q7_t * src, + int32_t srcInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t wOffset; + + /* Copy the value of Index pointer that points + * to the current location where the input samples to be copied */ + wOffset = *writeOffset; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the input sample to the circular buffer */ + circBuffer[wOffset] = *src; + + /* Update the input pointer */ + src += srcInc; + + /* Circularly update wOffset. Watch out for positive and negative value */ + wOffset += bufferInc; + if (wOffset >= L) + wOffset -= L; + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *writeOffset = (uint16_t)wOffset; + } + + + /** + * @brief Q7 Circular Read function. + */ + __STATIC_FORCEINLINE void arm_circularRead_q7( + q7_t * circBuffer, + int32_t L, + int32_t * readOffset, + int32_t bufferInc, + q7_t * dst, + q7_t * dst_base, + int32_t dst_length, + int32_t dstInc, + uint32_t blockSize) + { + uint32_t i = 0; + int32_t rOffset; + q7_t* dst_end; + + /* Copy the value of Index pointer that points + * to the current location from where the input samples to be read */ + rOffset = *readOffset; + + dst_end = dst_base + dst_length; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the sample from the circular buffer to the destination buffer */ + *dst = circBuffer[rOffset]; + + /* Update the input pointer */ + dst += dstInc; + + if (dst == dst_end) + { + dst = dst_base; + } + + /* Circularly update rOffset. Watch out for positive and negative value */ + rOffset += bufferInc; + + if (rOffset >= L) + { + rOffset -= L; + } + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *readOffset = rOffset; + } + + + /** + * @brief Sum of the squares of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_q31( + const q31_t * pSrc, + uint32_t blockSize, + q63_t * pResult); + + + /** + * @brief Sum of the squares of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Sum of the squares of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_q15( + const q15_t * pSrc, + uint32_t blockSize, + q63_t * pResult); + + + /** + * @brief Sum of the squares of the elements of a Q7 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_q7( + const q7_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Mean value of a Q7 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_q7( + const q7_t * pSrc, + uint32_t blockSize, + q7_t * pResult); + + + /** + * @brief Mean value of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Mean value of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Mean value of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Variance of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_var_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Variance of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_var_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Variance of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_var_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Root Mean Square of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_rms_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Root Mean Square of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_rms_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Root Mean Square of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_rms_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Standard deviation of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_std_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Standard deviation of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_std_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Standard deviation of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_std_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Floating-point complex magnitude + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex magnitude + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex magnitude + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex dot product + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] numSamples number of complex samples in each vector + * @param[out] realResult real part of the result returned here + * @param[out] imagResult imaginary part of the result returned here + */ + void arm_cmplx_dot_prod_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + uint32_t numSamples, + q31_t * realResult, + q31_t * imagResult); + + + /** + * @brief Q31 complex dot product + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] numSamples number of complex samples in each vector + * @param[out] realResult real part of the result returned here + * @param[out] imagResult imaginary part of the result returned here + */ + void arm_cmplx_dot_prod_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + uint32_t numSamples, + q63_t * realResult, + q63_t * imagResult); + + + /** + * @brief Floating-point complex dot product + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] numSamples number of complex samples in each vector + * @param[out] realResult real part of the result returned here + * @param[out] imagResult imaginary part of the result returned here + */ + void arm_cmplx_dot_prod_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + uint32_t numSamples, + float32_t * realResult, + float32_t * imagResult); + + + /** + * @brief Q15 complex-by-real multiplication + * @param[in] pSrcCmplx points to the complex input vector + * @param[in] pSrcReal points to the real input vector + * @param[out] pCmplxDst points to the complex output vector + * @param[in] numSamples number of samples in each vector + */ + void arm_cmplx_mult_real_q15( + const q15_t * pSrcCmplx, + const q15_t * pSrcReal, + q15_t * pCmplxDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex-by-real multiplication + * @param[in] pSrcCmplx points to the complex input vector + * @param[in] pSrcReal points to the real input vector + * @param[out] pCmplxDst points to the complex output vector + * @param[in] numSamples number of samples in each vector + */ + void arm_cmplx_mult_real_q31( + const q31_t * pSrcCmplx, + const q31_t * pSrcReal, + q31_t * pCmplxDst, + uint32_t numSamples); + + + /** + * @brief Floating-point complex-by-real multiplication + * @param[in] pSrcCmplx points to the complex input vector + * @param[in] pSrcReal points to the real input vector + * @param[out] pCmplxDst points to the complex output vector + * @param[in] numSamples number of samples in each vector + */ + void arm_cmplx_mult_real_f32( + const float32_t * pSrcCmplx, + const float32_t * pSrcReal, + float32_t * pCmplxDst, + uint32_t numSamples); + + + /** + * @brief Minimum value of a Q7 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] result is output pointer + * @param[in] index is the array index of the minimum value in the input buffer. + */ + void arm_min_q7( + const q7_t * pSrc, + uint32_t blockSize, + q7_t * result, + uint32_t * index); + + + /** + * @brief Minimum value of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output pointer + * @param[in] pIndex is the array index of the minimum value in the input buffer. + */ + void arm_min_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult, + uint32_t * pIndex); + + + /** + * @brief Minimum value of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output pointer + * @param[out] pIndex is the array index of the minimum value in the input buffer. + */ + void arm_min_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult, + uint32_t * pIndex); + + + /** + * @brief Minimum value of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output pointer + * @param[out] pIndex is the array index of the minimum value in the input buffer. + */ + void arm_min_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a Q7 vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_q7( + const q7_t * pSrc, + uint32_t blockSize, + q7_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a Q15 vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a Q31 vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a floating-point vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult, + uint32_t * pIndex); + + /** + @brief Maximum value of a floating-point vector. + @param[in] pSrc points to the input vector + @param[in] blockSize number of samples in input vector + @param[out] pResult maximum value returned here + @return none + */ + void arm_max_no_idx_f32( + const float32_t *pSrc, + uint32_t blockSize, + float32_t *pResult); + + /** + * @brief Q15 complex-by-complex multiplication + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_mult_cmplx_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex-by-complex multiplication + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_mult_cmplx_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Floating-point complex-by-complex multiplication + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_mult_cmplx_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t numSamples); + + + /** + * @brief Converts the elements of the floating-point vector to Q31 vector. + * @param[in] pSrc points to the floating-point input vector + * @param[out] pDst points to the Q31 output vector + * @param[in] blockSize length of the input vector + */ + void arm_float_to_q31( + const float32_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the floating-point vector to Q15 vector. + * @param[in] pSrc points to the floating-point input vector + * @param[out] pDst points to the Q15 output vector + * @param[in] blockSize length of the input vector + */ + void arm_float_to_q15( + const float32_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the floating-point vector to Q7 vector. + * @param[in] pSrc points to the floating-point input vector + * @param[out] pDst points to the Q7 output vector + * @param[in] blockSize length of the input vector + */ + void arm_float_to_q7( + const float32_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q31 vector to floating-point vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q31_to_float( + const q31_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q31 vector to Q15 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q31_to_q15( + const q31_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q31 vector to Q7 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q31_to_q7( + const q31_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q15 vector to floating-point vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q15_to_float( + const q15_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q15 vector to Q31 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q15_to_q31( + const q15_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q15 vector to Q7 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q15_to_q7( + const q15_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q7 vector to floating-point vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q7_to_float( + const q7_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q7 vector to Q31 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_q7_to_q31( + const q7_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q7 vector to Q15 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_q7_to_q15( + const q7_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + +/** + * @brief Struct for specifying SVM Kernel + */ +typedef enum +{ + ARM_ML_KERNEL_LINEAR = 0, + /**< Linear kernel */ + ARM_ML_KERNEL_POLYNOMIAL = 1, + /**< Polynomial kernel */ + ARM_ML_KERNEL_RBF = 2, + /**< Radial Basis Function kernel */ + ARM_ML_KERNEL_SIGMOID = 3 + /**< Sigmoid kernel */ +} arm_ml_kernel_type; + + +/** + * @brief Instance structure for linear SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ +} arm_svm_linear_instance_f32; + + +/** + * @brief Instance structure for polynomial SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ + int32_t degree; /**< Polynomial degree */ + float32_t coef0; /**< Polynomial constant */ + float32_t gamma; /**< Gamma factor */ +} arm_svm_polynomial_instance_f32; + +/** + * @brief Instance structure for rbf SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ + float32_t gamma; /**< Gamma factor */ +} arm_svm_rbf_instance_f32; + +/** + * @brief Instance structure for sigmoid SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ + float32_t coef0; /**< Independant constant */ + float32_t gamma; /**< Gamma factor */ +} arm_svm_sigmoid_instance_f32; + +/** + * @brief SVM linear instance init function + * @param[in] S Parameters for SVM functions + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @return none. + * + */ + + +void arm_svm_linear_init_f32(arm_svm_linear_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes); + +/** + * @brief SVM linear prediction + * @param[in] S Pointer to an instance of the linear SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult Decision value + * @return none. + * + */ + +void arm_svm_linear_predict_f32(const arm_svm_linear_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + + +/** + * @brief SVM polynomial instance init function + * @param[in] S points to an instance of the polynomial SVM structure. + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @param[in] degree Polynomial degree + * @param[in] coef0 coeff0 (scikit-learn terminology) + * @param[in] gamma gamma (scikit-learn terminology) + * @return none. + * + */ + + +void arm_svm_polynomial_init_f32(arm_svm_polynomial_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes, + int32_t degree, + float32_t coef0, + float32_t gamma + ); + +/** + * @brief SVM polynomial prediction + * @param[in] S Pointer to an instance of the polynomial SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult Decision value + * @return none. + * + */ +void arm_svm_polynomial_predict_f32(const arm_svm_polynomial_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + + +/** + * @brief SVM radial basis function instance init function + * @param[in] S points to an instance of the polynomial SVM structure. + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @param[in] gamma gamma (scikit-learn terminology) + * @return none. + * + */ + +void arm_svm_rbf_init_f32(arm_svm_rbf_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes, + float32_t gamma + ); + +/** + * @brief SVM rbf prediction + * @param[in] S Pointer to an instance of the rbf SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult decision value + * @return none. + * + */ +void arm_svm_rbf_predict_f32(const arm_svm_rbf_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + +/** + * @brief SVM sigmoid instance init function + * @param[in] S points to an instance of the rbf SVM structure. + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @param[in] coef0 coeff0 (scikit-learn terminology) + * @param[in] gamma gamma (scikit-learn terminology) + * @return none. + * + */ + +void arm_svm_sigmoid_init_f32(arm_svm_sigmoid_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes, + float32_t coef0, + float32_t gamma + ); + +/** + * @brief SVM sigmoid prediction + * @param[in] S Pointer to an instance of the rbf SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult Decision value + * @return none. + * + */ +void arm_svm_sigmoid_predict_f32(const arm_svm_sigmoid_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + + + +/** + * @brief Instance structure for Naive Gaussian Bayesian estimator. + */ +typedef struct +{ + uint32_t vectorDimension; /**< Dimension of vector space */ + uint32_t numberOfClasses; /**< Number of different classes */ + const float32_t *theta; /**< Mean values for the Gaussians */ + const float32_t *sigma; /**< Variances for the Gaussians */ + const float32_t *classPriors; /**< Class prior probabilities */ + float32_t epsilon; /**< Additive value to variances */ +} arm_gaussian_naive_bayes_instance_f32; + +/** + * @brief Naive Gaussian Bayesian Estimator + * + * @param[in] S points to a naive bayes instance structure + * @param[in] in points to the elements of the input vector. + * @param[in] pBuffer points to a buffer of length numberOfClasses + * @return The predicted class + * + */ + + +uint32_t arm_gaussian_naive_bayes_predict_f32(const arm_gaussian_naive_bayes_instance_f32 *S, + const float32_t * in, + float32_t *pBuffer); + +/** + * @brief Computation of the LogSumExp + * + * In probabilistic computations, the dynamic of the probability values can be very + * wide because they come from gaussian functions. + * To avoid underflow and overflow issues, the values are represented by their log. + * In this representation, multiplying the original exp values is easy : their logs are added. + * But adding the original exp values is requiring some special handling and it is the + * goal of the LogSumExp function. + * + * If the values are x1...xn, the function is computing: + * + * ln(exp(x1) + ... + exp(xn)) and the computation is done in such a way that + * rounding issues are minimised. + * + * The max xm of the values is extracted and the function is computing: + * xm + ln(exp(x1 - xm) + ... + exp(xn - xm)) + * + * @param[in] *in Pointer to an array of input values. + * @param[in] blockSize Number of samples in the input array. + * @return LogSumExp + * + */ + + +float32_t arm_logsumexp_f32(const float32_t *in, uint32_t blockSize); + +/** + * @brief Dot product with log arithmetic + * + * Vectors are containing the log of the samples + * + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[in] pTmpBuffer temporary buffer of length blockSize + * @return The log of the dot product . + * + */ + + +float32_t arm_logsumexp_dot_prod_f32(const float32_t * pSrcA, + const float32_t * pSrcB, + uint32_t blockSize, + float32_t *pTmpBuffer); + +/** + * @brief Entropy + * + * @param[in] pSrcA Array of input values. + * @param[in] blockSize Number of samples in the input array. + * @return Entropy -Sum(p ln p) + * + */ + + +float32_t arm_entropy_f32(const float32_t * pSrcA,uint32_t blockSize); + + +/** + * @brief Entropy + * + * @param[in] pSrcA Array of input values. + * @param[in] blockSize Number of samples in the input array. + * @return Entropy -Sum(p ln p) + * + */ + + +float64_t arm_entropy_f64(const float64_t * pSrcA, uint32_t blockSize); + + +/** + * @brief Kullback-Leibler + * + * @param[in] pSrcA Pointer to an array of input values for probability distribution A. + * @param[in] pSrcB Pointer to an array of input values for probability distribution B. + * @param[in] blockSize Number of samples in the input array. + * @return Kullback-Leibler Divergence D(A || B) + * + */ +float32_t arm_kullback_leibler_f32(const float32_t * pSrcA + ,const float32_t * pSrcB + ,uint32_t blockSize); + + +/** + * @brief Kullback-Leibler + * + * @param[in] pSrcA Pointer to an array of input values for probability distribution A. + * @param[in] pSrcB Pointer to an array of input values for probability distribution B. + * @param[in] blockSize Number of samples in the input array. + * @return Kullback-Leibler Divergence D(A || B) + * + */ +float64_t arm_kullback_leibler_f64(const float64_t * pSrcA, + const float64_t * pSrcB, + uint32_t blockSize); + + +/** + * @brief Weighted sum + * + * + * @param[in] *in Array of input values. + * @param[in] *weigths Weights + * @param[in] blockSize Number of samples in the input array. + * @return Weighted sum + * + */ +float32_t arm_weighted_sum_f32(const float32_t *in + , const float32_t *weigths + , uint32_t blockSize); + + +/** + * @brief Barycenter + * + * + * @param[in] in List of vectors + * @param[in] weights Weights of the vectors + * @param[out] out Barycenter + * @param[in] nbVectors Number of vectors + * @param[in] vecDim Dimension of space (vector dimension) + * @return None + * + */ +void arm_barycenter_f32(const float32_t *in + , const float32_t *weights + , float32_t *out + , uint32_t nbVectors + , uint32_t vecDim); + +/** + * @brief Euclidean distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ + +float32_t arm_euclidean_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Bray-Curtis distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_braycurtis_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Canberra distance between two vectors + * + * This function may divide by zero when samples pA[i] and pB[i] are both zero. + * The result of the computation will be correct. So the division per zero may be + * ignored. + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_canberra_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + + +/** + * @brief Chebyshev distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_chebyshev_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + + +/** + * @brief Cityblock (Manhattan) distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_cityblock_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Correlation distance between two vectors + * + * The input vectors are modified in place ! + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_correlation_distance_f32(float32_t *pA,float32_t *pB, uint32_t blockSize); + +/** + * @brief Cosine distance between two vectors + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ + +float32_t arm_cosine_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Jensen-Shannon distance between two vectors + * + * This function is assuming that elements of second vector are > 0 + * and 0 only when the corresponding element of first vector is 0. + * Otherwise the result of the computation does not make sense + * and for speed reasons, the cases returning NaN or Infinity are not + * managed. + * + * When the function is computing x log (x / y) with x 0 and y 0, + * it will compute the right value (0) but a division per zero will occur + * and shoudl be ignored in client code. + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ + +float32_t arm_jensenshannon_distance_f32(const float32_t *pA,const float32_t *pB,uint32_t blockSize); + +/** + * @brief Minkowski distance between two vectors + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] n Norm order (>= 2) + * @param[in] blockSize vector length + * @return distance + * + */ + + + +float32_t arm_minkowski_distance_f32(const float32_t *pA,const float32_t *pB, int32_t order, uint32_t blockSize); + +/** + * @brief Dice distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] order Distance order + * @param[in] blockSize Number of samples + * @return distance + * + */ + + +float32_t arm_dice_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Hamming distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_hamming_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Jaccard distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_jaccard_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Kulsinski distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_kulsinski_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Roger Stanimoto distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_rogerstanimoto_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Russell-Rao distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_russellrao_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Sokal-Michener distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_sokalmichener_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Sokal-Sneath distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_sokalsneath_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Yule distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_yule_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + + + /** + * @ingroup groupInterpolation + */ + + /** + * @defgroup BilinearInterpolate Bilinear Interpolation + * + * Bilinear interpolation is an extension of linear interpolation applied to a two dimensional grid. + * The underlying function f(x, y) is sampled on a regular grid and the interpolation process + * determines values between the grid points. + * Bilinear interpolation is equivalent to two step linear interpolation, first in the x-dimension and then in the y-dimension. + * Bilinear interpolation is often used in image processing to rescale images. + * The CMSIS DSP library provides bilinear interpolation functions for Q7, Q15, Q31, and floating-point data types. + * + * Algorithm + * \par + * The instance structure used by the bilinear interpolation functions describes a two dimensional data table. + * For floating-point, the instance structure is defined as: + * 
    +   *   typedef struct
+   *   {
+   *     uint16_t numRows;
+   *     uint16_t numCols;
+   *     float32_t *pData;
+   * } arm_bilinear_interp_instance_f32;
+   *
    + * + * \par + * where numRows specifies the number of rows in the table; + * numCols specifies the number of columns in the table; + * and pData points to an array of size numRows*numCols values. + * The data table pTable is organized in row order and the supplied data values fall on integer indexes. + * That is, table element (x,y) is located at pTable[x + y*numCols] where x and y are integers. + * + * \par + * Let (x, y) specify the desired interpolation point. Then define: + * 
    +   *     XF = floor(x)
+   *     YF = floor(y)
+   *
    + * \par + * The interpolated output point is computed as: + * 
    +   *  f(x, y) = f(XF, YF) * (1-(x-XF)) * (1-(y-YF))
+   *           + f(XF+1, YF) * (x-XF)*(1-(y-YF))
+   *           + f(XF, YF+1) * (1-(x-XF))*(y-YF)
+   *           + f(XF+1, YF+1) * (x-XF)*(y-YF)
+   *
    + * Note that the coordinates (x, y) contain integer and fractional components. + * The integer components specify which portion of the table to use while the + * fractional components control the interpolation processor. + * + * \par + * if (x,y) are outside of the table boundary, Bilinear interpolation returns zero output. + */ + + + /** + * @addtogroup BilinearInterpolate + * @{ + */ + + /** + * @brief Floating-point bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate. + * @param[in] Y interpolation coordinate. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE float32_t arm_bilinear_interp_f32( + const arm_bilinear_interp_instance_f32 * S, + float32_t X, + float32_t Y) + { + float32_t out; + float32_t f00, f01, f10, f11; + float32_t *pData = S->pData; + int32_t xIndex, yIndex, index; + float32_t xdiff, ydiff; + float32_t b1, b2, b3, b4; + + xIndex = (int32_t) X; + yIndex = (int32_t) Y; + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (xIndex < 0 || xIndex > (S->numCols - 2) || yIndex < 0 || yIndex > (S->numRows - 2)) + { + return (0); + } + + /* Calculation of index for two nearest points in X-direction */ + index = (xIndex ) + (yIndex ) * S->numCols; + + + /* Read two nearest points in X-direction */ + f00 = pData[index]; + f01 = pData[index + 1]; + + /* Calculation of index for two nearest points in Y-direction */ + index = (xIndex ) + (yIndex+1) * S->numCols; + + + /* Read two nearest points in Y-direction */ + f10 = pData[index]; + f11 = pData[index + 1]; + + /* Calculation of intermediate values */ + b1 = f00; + b2 = f01 - f00; + b3 = f10 - f00; + b4 = f00 - f01 - f10 + f11; + + /* Calculation of fractional part in X */ + xdiff = X - xIndex; + + /* Calculation of fractional part in Y */ + ydiff = Y - yIndex; + + /* Calculation of bi-linear interpolated output */ + out = b1 + b2 * xdiff + b3 * ydiff + b4 * xdiff * ydiff; + + /* return to application */ + return (out); + } + + + /** + * @brief Q31 bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate in 12.20 format. + * @param[in] Y interpolation coordinate in 12.20 format. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE q31_t arm_bilinear_interp_q31( + arm_bilinear_interp_instance_q31 * S, + q31_t X, + q31_t Y) + { + q31_t out; /* Temporary output */ + q31_t acc = 0; /* output */ + q31_t xfract, yfract; /* X, Y fractional parts */ + q31_t x1, x2, y1, y2; /* Nearest output values */ + int32_t rI, cI; /* Row and column indices */ + q31_t *pYData = S->pData; /* pointer to output table values */ + uint32_t nCols = S->numCols; /* num of rows */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + rI = ((X & (q31_t)0xFFF00000) >> 20); + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + cI = ((Y & (q31_t)0xFFF00000) >> 20); + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) + { + return (0); + } + + /* 20 bits for the fractional part */ + /* shift left xfract by 11 to keep 1.31 format */ + xfract = (X & 0x000FFFFF) << 11U; + + /* Read two nearest output values from the index */ + x1 = pYData[(rI) + (int32_t)nCols * (cI) ]; + x2 = pYData[(rI) + (int32_t)nCols * (cI) + 1]; + + /* 20 bits for the fractional part */ + /* shift left yfract by 11 to keep 1.31 format */ + yfract = (Y & 0x000FFFFF) << 11U; + + /* Read two nearest output values from the index */ + y1 = pYData[(rI) + (int32_t)nCols * (cI + 1) ]; + y2 = pYData[(rI) + (int32_t)nCols * (cI + 1) + 1]; + + /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 3.29(q29) format */ + out = ((q31_t) (((q63_t) x1 * (0x7FFFFFFF - xfract)) >> 32)); + acc = ((q31_t) (((q63_t) out * (0x7FFFFFFF - yfract)) >> 32)); + + /* x2 * (xfract) * (1-yfract) in 3.29(q29) and adding to acc */ + out = ((q31_t) ((q63_t) x2 * (0x7FFFFFFF - yfract) >> 32)); + acc += ((q31_t) ((q63_t) out * (xfract) >> 32)); + + /* y1 * (1 - xfract) * (yfract) in 3.29(q29) and adding to acc */ + out = ((q31_t) ((q63_t) y1 * (0x7FFFFFFF - xfract) >> 32)); + acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); + + /* y2 * (xfract) * (yfract) in 3.29(q29) and adding to acc */ + out = ((q31_t) ((q63_t) y2 * (xfract) >> 32)); + acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); + + /* Convert acc to 1.31(q31) format */ + return ((q31_t)(acc << 2)); + } + + + /** + * @brief Q15 bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate in 12.20 format. + * @param[in] Y interpolation coordinate in 12.20 format. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE q15_t arm_bilinear_interp_q15( + arm_bilinear_interp_instance_q15 * S, + q31_t X, + q31_t Y) + { + q63_t acc = 0; /* output */ + q31_t out; /* Temporary output */ + q15_t x1, x2, y1, y2; /* Nearest output values */ + q31_t xfract, yfract; /* X, Y fractional parts */ + int32_t rI, cI; /* Row and column indices */ + q15_t *pYData = S->pData; /* pointer to output table values */ + uint32_t nCols = S->numCols; /* num of rows */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + rI = ((X & (q31_t)0xFFF00000) >> 20); + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + cI = ((Y & (q31_t)0xFFF00000) >> 20); + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) + { + return (0); + } + + /* 20 bits for the fractional part */ + /* xfract should be in 12.20 format */ + xfract = (X & 0x000FFFFF); + + /* Read two nearest output values from the index */ + x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; + x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; + + /* 20 bits for the fractional part */ + /* yfract should be in 12.20 format */ + yfract = (Y & 0x000FFFFF); + + /* Read two nearest output values from the index */ + y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; + y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; + + /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 13.51 format */ + + /* x1 is in 1.15(q15), xfract in 12.20 format and out is in 13.35 format */ + /* convert 13.35 to 13.31 by right shifting and out is in 1.31 */ + out = (q31_t) (((q63_t) x1 * (0x0FFFFF - xfract)) >> 4U); + acc = ((q63_t) out * (0x0FFFFF - yfract)); + + /* x2 * (xfract) * (1-yfract) in 1.51 and adding to acc */ + out = (q31_t) (((q63_t) x2 * (0x0FFFFF - yfract)) >> 4U); + acc += ((q63_t) out * (xfract)); + + /* y1 * (1 - xfract) * (yfract) in 1.51 and adding to acc */ + out = (q31_t) (((q63_t) y1 * (0x0FFFFF - xfract)) >> 4U); + acc += ((q63_t) out * (yfract)); + + /* y2 * (xfract) * (yfract) in 1.51 and adding to acc */ + out = (q31_t) (((q63_t) y2 * (xfract)) >> 4U); + acc += ((q63_t) out * (yfract)); + + /* acc is in 13.51 format and down shift acc by 36 times */ + /* Convert out to 1.15 format */ + return ((q15_t)(acc >> 36)); + } + + + /** + * @brief Q7 bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate in 12.20 format. + * @param[in] Y interpolation coordinate in 12.20 format. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE q7_t arm_bilinear_interp_q7( + arm_bilinear_interp_instance_q7 * S, + q31_t X, + q31_t Y) + { + q63_t acc = 0; /* output */ + q31_t out; /* Temporary output */ + q31_t xfract, yfract; /* X, Y fractional parts */ + q7_t x1, x2, y1, y2; /* Nearest output values */ + int32_t rI, cI; /* Row and column indices */ + q7_t *pYData = S->pData; /* pointer to output table values */ + uint32_t nCols = S->numCols; /* num of rows */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + rI = ((X & (q31_t)0xFFF00000) >> 20); + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + cI = ((Y & (q31_t)0xFFF00000) >> 20); + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) + { + return (0); + } + + /* 20 bits for the fractional part */ + /* xfract should be in 12.20 format */ + xfract = (X & (q31_t)0x000FFFFF); + + /* Read two nearest output values from the index */ + x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; + x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; + + /* 20 bits for the fractional part */ + /* yfract should be in 12.20 format */ + yfract = (Y & (q31_t)0x000FFFFF); + + /* Read two nearest output values from the index */ + y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; + y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; + + /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 16.47 format */ + out = ((x1 * (0xFFFFF - xfract))); + acc = (((q63_t) out * (0xFFFFF - yfract))); + + /* x2 * (xfract) * (1-yfract) in 2.22 and adding to acc */ + out = ((x2 * (0xFFFFF - yfract))); + acc += (((q63_t) out * (xfract))); + + /* y1 * (1 - xfract) * (yfract) in 2.22 and adding to acc */ + out = ((y1 * (0xFFFFF - xfract))); + acc += (((q63_t) out * (yfract))); + + /* y2 * (xfract) * (yfract) in 2.22 and adding to acc */ + out = ((y2 * (yfract))); + acc += (((q63_t) out * (xfract))); + + /* acc in 16.47 format and down shift by 40 to convert to 1.7 format */ + return ((q7_t)(acc >> 40)); + } + + /** + * @} end of BilinearInterpolate group + */ + + +/* SMMLAR */ +#define multAcc_32x32_keep32_R(a, x, y) \ + a = (q31_t) (((((q63_t) a) << 32) + ((q63_t) x * y) + 0x80000000LL ) >> 32) + +/* SMMLSR */ +#define multSub_32x32_keep32_R(a, x, y) \ + a = (q31_t) (((((q63_t) a) << 32) - ((q63_t) x * y) + 0x80000000LL ) >> 32) + +/* SMMULR */ +#define mult_32x32_keep32_R(a, x, y) \ + a = (q31_t) (((q63_t) x * y + 0x80000000LL ) >> 32) + +/* SMMLA */ +#define multAcc_32x32_keep32(a, x, y) \ + a += (q31_t) (((q63_t) x * y) >> 32) + +/* SMMLS */ +#define multSub_32x32_keep32(a, x, y) \ + a -= (q31_t) (((q63_t) x * y) >> 32) + +/* SMMUL */ +#define mult_32x32_keep32(a, x, y) \ + a = (q31_t) (((q63_t) x * y ) >> 32) + + +#if defined ( __CC_ARM ) + /* Enter low optimization region - place directly above function definition */ + #if defined( __ARM_ARCH_7EM__ ) + #define LOW_OPTIMIZATION_ENTER \ + _Pragma ("push") \ + _Pragma ("O1") + #else + #define LOW_OPTIMIZATION_ENTER + #endif + + /* Exit low optimization region - place directly after end of function definition */ + #if defined ( __ARM_ARCH_7EM__ ) + #define LOW_OPTIMIZATION_EXIT \ + _Pragma ("pop") + #else + #define LOW_OPTIMIZATION_EXIT + #endif + + /* Enter low optimization region - place directly above function definition */ + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + + /* Exit low optimization region - place directly after end of function definition */ + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined (__ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __GNUC__ ) + #define LOW_OPTIMIZATION_ENTER \ + __attribute__(( optimize("-O1") )) + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __ICCARM__ ) + /* Enter low optimization region - place directly above function definition */ + #if defined ( __ARM_ARCH_7EM__ ) + #define LOW_OPTIMIZATION_ENTER \ + _Pragma ("optimize=low") + #else + #define LOW_OPTIMIZATION_ENTER + #endif + + /* Exit low optimization region - place directly after end of function definition */ + #define LOW_OPTIMIZATION_EXIT + + /* Enter low optimization region - place directly above function definition */ + #if defined ( __ARM_ARCH_7EM__ ) + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER \ + _Pragma ("optimize=low") + #else + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #endif + + /* Exit low optimization region - place directly after end of function definition */ + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __TI_ARM__ ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __CSMC__ ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __TASKING__ ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT +#endif + + + +/* Compiler specific diagnostic adjustment */ +#if defined ( __CC_ARM ) + +#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + +#elif defined ( __GNUC__ ) +#pragma GCC diagnostic pop + +#elif defined ( __ICCARM__ ) + +#elif defined ( __TI_ARM__ ) + +#elif defined ( __CSMC__ ) + +#elif defined ( __TASKING__ ) + +#elif defined ( _MSC_VER ) + +#else + #error Unknown compiler +#endif + +#ifdef __cplusplus +} +#endif + + +#endif /* _ARM_MATH_H */ + +/** + * + * End of file. + */ diff --git 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      + * CMSIS-DSP in ARM::CMSIS Pack + * ----------------------------- + * + * The following files relevant to CMSIS-DSP are present in the ARM::CMSIS Pack directories: + * |File/Folder |Content | + * |---------------------------------|------------------------------------------------------------------------| + * |\b CMSIS\\Documentation\\DSP | This documentation | + * |\b CMSIS\\DSP\\DSP_Lib_TestSuite | DSP_Lib test suite | + * |\b CMSIS\\DSP\\Examples | Example projects demonstrating the usage of the library functions | + * |\b CMSIS\\DSP\\Include | DSP_Lib include files | + * |\b CMSIS\\DSP\\Lib | DSP_Lib binaries | + * |\b CMSIS\\DSP\\Projects | Projects to rebuild DSP_Lib binaries | + * |\b CMSIS\\DSP\\Source | DSP_Lib source files | + * + *
      + * Revision History of CMSIS-DSP + * ------------ + * Please refer to \ref ChangeLog_pg. + */ + + +/** + * @defgroup groupMath Basic Math Functions + */ + +/** + * @defgroup groupFastMath Fast Math Functions + * This set of functions provides a fast approximation to sine, cosine, and square root. + * As compared to most of the other functions in the CMSIS math library, the fast math functions + * operate on individual values and not arrays. + * There are separate functions for Q15, Q31, and floating-point data. + * + */ + +/** + * @defgroup groupCmplxMath Complex Math Functions + * This set of functions operates on complex data vectors. + * The data in the complex arrays is stored in an interleaved fashion + * (real, imag, real, imag, ...). + * In the API functions, the number of samples in a complex array refers + * to the number of complex values; the array contains twice this number of + * real values. + */ + +/** + * @defgroup groupFilters Filtering Functions + */ + +/** + * @defgroup groupMatrix Matrix Functions + * + * This set of functions provides basic matrix math operations. + * The functions operate on matrix data structures. For example, + * the type + * definition for the floating-point matrix structure is shown + * below: + * 
      + *     typedef struct
+ *     {
+ *       uint16_t numRows;     // number of rows of the matrix.
+ *       uint16_t numCols;     // number of columns of the matrix.
+ *       float32_t *pData;     // points to the data of the matrix.
+ *     } arm_matrix_instance_f32;
+ *
      + * There are similar definitions for Q15 and Q31 data types. + * + * The structure specifies the size of the matrix and then points to + * an array of data. The array is of size numRows X numCols + * and the values are arranged in row order. That is, the + * matrix element (i, j) is stored at: + * 
      + *     pData[i*numCols + j]
+ *
      + * + * \par Init Functions + * There is an associated initialization function for each type of matrix + * data structure. + * The initialization function sets the values of the internal structure fields. + * Refer to \ref arm_mat_init_f32(), \ref arm_mat_init_q31() and \ref arm_mat_init_q15() + * for floating-point, Q31 and Q15 types, respectively. + * + * \par + * Use of the initialization function is optional. However, if initialization function is used + * then the instance structure cannot be placed into a const data section. + * To place the instance structure in a const data + * section, manually initialize the data structure. For example: + * 
      + * arm_matrix_instance_f32 S = {nRows, nColumns, pData};
+ * arm_matrix_instance_q31 S = {nRows, nColumns, pData};
+ * arm_matrix_instance_q15 S = {nRows, nColumns, pData};
+ *
      + * where nRows specifies the number of rows, nColumns + * specifies the number of columns, and pData points to the + * data array. + * + * \par Size Checking + * By default all of the matrix functions perform size checking on the input and + * output matrices. For example, the matrix addition function verifies that the + * two input matrices and the output matrix all have the same number of rows and + * columns. If the size check fails the functions return: + * 
      + *     ARM_MATH_SIZE_MISMATCH
+ *
      + * Otherwise the functions return + * 
      + *     ARM_MATH_SUCCESS
+ *
      + * There is some overhead associated with this matrix size checking. + * The matrix size checking is enabled via the \#define + * 
      + *     ARM_MATH_MATRIX_CHECK
+ *
      + * within the library project settings. By default this macro is defined + * and size checking is enabled. By changing the project settings and + * undefining this macro size checking is eliminated and the functions + * run a bit faster. With size checking disabled the functions always + * return ARM_MATH_SUCCESS. + */ + +/** + * @defgroup groupTransforms Transform Functions + */ + +/** + * @defgroup groupController Controller Functions + */ + +/** + * @defgroup groupStats Statistics Functions + */ + +/** + * @defgroup groupSupport Support Functions + */ + +/** + * @defgroup groupInterpolation Interpolation Functions + * These functions perform 1- and 2-dimensional interpolation of data. + * Linear interpolation is used for 1-dimensional data and + * bilinear interpolation is used for 2-dimensional data. + */ + +/** + * @defgroup groupExamples Examples + */ + +/** + * @defgroup groupSVM SVM Functions + * This set of functions is implementing SVM classification on 2 classes. + * The training must be done from scikit-learn. The parameters can be easily + * generated from the scikit-learn object. Some examples are given in + * DSP/Testing/PatternGeneration/SVM.py + * + * If more than 2 classes are needed, the functions in this folder + * will have to be used, as building blocks, to do multi-class classification. + * + * No multi-class classification is provided in this SVM folder. + * + */ + + +/** + * @defgroup groupBayes Bayesian estimators + * + * Implement the naive gaussian Bayes estimator. + * The training must be done from scikit-learn. + * + * The parameters can be easily + * generated from the scikit-learn object. Some examples are given in + * DSP/Testing/PatternGeneration/Bayes.py + */ + +/** + * @defgroup groupDistance Distance functions + * + * Distance functions for use with clustering algorithms. + * There are distance functions for float vectors and boolean vectors. + * + */ + + +#ifndef _ARM_MATH_H +#define _ARM_MATH_H + +#ifdef __cplusplus +extern "C" +{ +#endif + +/* Compiler specific diagnostic adjustment */ +#if defined ( __CC_ARM ) + +#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + +#elif defined ( __GNUC__ ) + #pragma GCC diagnostic push + #pragma GCC diagnostic ignored "-Wsign-conversion" + #pragma GCC diagnostic ignored "-Wconversion" + #pragma GCC diagnostic ignored "-Wunused-parameter" + +#elif defined ( __ICCARM__ ) + +#elif defined ( __TI_ARM__ ) + +#elif defined ( __CSMC__ ) + +#elif defined ( __TASKING__ ) + +#elif defined ( _MSC_VER ) + +#else + #error Unknown compiler +#endif + + +/* Included for instrinsics definitions */ +#if defined (_MSC_VER ) +#include +#define __STATIC_FORCEINLINE static __forceinline +#define __STATIC_INLINE static __inline +#define __ALIGNED(x) __declspec(align(x)) + +#elif defined (__GNUC_PYTHON__) +#include +#define __ALIGNED(x) __attribute__((aligned(x))) +#define __STATIC_FORCEINLINE static __attribute__((inline)) +#define __STATIC_INLINE static __attribute__((inline)) +#pragma GCC diagnostic ignored "-Wunused-function" +#pragma GCC diagnostic ignored "-Wattributes" + +#else +#include "cmsis_compiler.h" +#endif + + + +#include +#include +#include +#include + + +#define F64_MAX ((float64_t)DBL_MAX) +#define F32_MAX ((float32_t)FLT_MAX) + +#if defined(ARM_MATH_FLOAT16) +#define F16_MAX ((float16_t)FLT_MAX) +#endif + +#define F64_MIN (-DBL_MAX) +#define F32_MIN (-FLT_MAX) + +#if defined(ARM_MATH_FLOAT16) +#define F16_MIN (-(float16_t)FLT_MAX) +#endif + +#define F64_ABSMAX ((float64_t)DBL_MAX) +#define F32_ABSMAX ((float32_t)FLT_MAX) + +#if defined(ARM_MATH_FLOAT16) +#define F16_ABSMAX ((float16_t)FLT_MAX) +#endif + +#define F64_ABSMIN ((float64_t)0.0) +#define F32_ABSMIN ((float32_t)0.0) + +#if defined(ARM_MATH_FLOAT16) +#define F16_ABSMIN ((float16_t)0.0) +#endif + +#define Q31_MAX ((q31_t)(0x7FFFFFFFL)) +#define Q15_MAX ((q15_t)(0x7FFF)) +#define Q7_MAX ((q7_t)(0x7F)) +#define Q31_MIN ((q31_t)(0x80000000L)) +#define Q15_MIN ((q15_t)(0x8000)) +#define Q7_MIN ((q7_t)(0x80)) + +#define Q31_ABSMAX ((q31_t)(0x7FFFFFFFL)) +#define Q15_ABSMAX ((q15_t)(0x7FFF)) +#define Q7_ABSMAX ((q7_t)(0x7F)) +#define Q31_ABSMIN ((q31_t)0) +#define Q15_ABSMIN ((q15_t)0) +#define Q7_ABSMIN ((q7_t)0) + +/* evaluate ARM DSP feature */ +#if (defined (__ARM_FEATURE_DSP) && (__ARM_FEATURE_DSP == 1)) + #define ARM_MATH_DSP 1 +#endif + +#if defined(ARM_MATH_NEON) +#include +#endif + +#if defined (ARM_MATH_HELIUM) + #define ARM_MATH_MVEF + #define ARM_MATH_FLOAT16 +#endif + +#if defined (ARM_MATH_MVEF) + #define ARM_MATH_MVEI + #define ARM_MATH_FLOAT16 +#endif + +#if defined (ARM_MATH_HELIUM) || defined(ARM_MATH_MVEF) || defined(ARM_MATH_MVEI) +#include +#endif + + + /** + * @brief Macros required for reciprocal calculation in Normalized LMS + */ + +#define DELTA_Q31 ((q31_t)(0x100)) +#define DELTA_Q15 ((q15_t)0x5) +#define INDEX_MASK 0x0000003F +#ifndef PI + #define PI 3.14159265358979f +#endif + + /** + * @brief Macros required for SINE and COSINE Fast math approximations + */ + +#define FAST_MATH_TABLE_SIZE 512 +#define FAST_MATH_Q31_SHIFT (32 - 10) +#define FAST_MATH_Q15_SHIFT (16 - 10) +#define CONTROLLER_Q31_SHIFT (32 - 9) +#define TABLE_SPACING_Q31 0x400000 +#define TABLE_SPACING_Q15 0x80 + + /** + * @brief Macros required for SINE and COSINE Controller functions + */ + /* 1.31(q31) Fixed value of 2/360 */ + /* -1 to +1 is divided into 360 values so total spacing is (2/360) */ +#define INPUT_SPACING 0xB60B61 + + /** + * @brief Macros for complex numbers + */ + + /* Dimension C vector space */ + #define CMPLX_DIM 2 + + /** + * @brief Error status returned by some functions in the library. + */ + + typedef enum + { + ARM_MATH_SUCCESS = 0, /**< No error */ + ARM_MATH_ARGUMENT_ERROR = -1, /**< One or more arguments are incorrect */ + ARM_MATH_LENGTH_ERROR = -2, /**< Length of data buffer is incorrect */ + ARM_MATH_SIZE_MISMATCH = -3, /**< Size of matrices is not compatible with the operation */ + ARM_MATH_NANINF = -4, /**< Not-a-number (NaN) or infinity is generated */ + ARM_MATH_SINGULAR = -5, /**< Input matrix is singular and cannot be inverted */ + ARM_MATH_TEST_FAILURE = -6 /**< Test Failed */ + } arm_status; + + /** + * @brief 8-bit fractional data type in 1.7 format. + */ + typedef int8_t q7_t; + + /** + * @brief 16-bit fractional data type in 1.15 format. + */ + typedef int16_t q15_t; + + /** + * @brief 32-bit fractional data type in 1.31 format. + */ + typedef int32_t q31_t; + + /** + * @brief 64-bit fractional data type in 1.63 format. + */ + typedef int64_t q63_t; + + /** + * @brief 32-bit floating-point type definition. + */ + typedef float float32_t; + + /** + * @brief 64-bit floating-point type definition. + */ + typedef double float64_t; + + /** + * @brief vector types + */ +#if defined(ARM_MATH_NEON) || defined (ARM_MATH_MVEI) + /** + * @brief 64-bit fractional 128-bit vector data type in 1.63 format + */ + typedef int64x2_t q63x2_t; + + /** + * @brief 32-bit fractional 128-bit vector data type in 1.31 format. + */ + typedef int32x4_t q31x4_t; + + /** + * @brief 16-bit fractional 128-bit vector data type with 16-bit alignement in 1.15 format. + */ + typedef __ALIGNED(2) int16x8_t q15x8_t; + + /** + * @brief 8-bit fractional 128-bit vector data type with 8-bit alignement in 1.7 format. + */ + typedef __ALIGNED(1) int8x16_t q7x16_t; + + /** + * @brief 32-bit fractional 128-bit vector pair data type in 1.31 format. + */ + typedef int32x4x2_t q31x4x2_t; + + /** + * @brief 32-bit fractional 128-bit vector quadruplet data type in 1.31 format. + */ + typedef int32x4x4_t q31x4x4_t; + + /** + * @brief 16-bit fractional 128-bit vector pair data type in 1.15 format. + */ + typedef int16x8x2_t q15x8x2_t; + + /** + * @brief 16-bit fractional 128-bit vector quadruplet data type in 1.15 format. + */ + typedef int16x8x4_t q15x8x4_t; + + /** + * @brief 8-bit fractional 128-bit vector pair data type in 1.7 format. + */ + typedef int8x16x2_t q7x16x2_t; + + /** + * @brief 8-bit fractional 128-bit vector quadruplet data type in 1.7 format. + */ + typedef int8x16x4_t q7x16x4_t; + + /** + * @brief 32-bit fractional data type in 9.23 format. + */ + typedef int32_t q23_t; + + /** + * @brief 32-bit fractional 128-bit vector data type in 9.23 format. + */ + typedef int32x4_t q23x4_t; + + /** + * @brief 64-bit status 128-bit vector data type. + */ + typedef int64x2_t status64x2_t; + + /** + * @brief 32-bit status 128-bit vector data type. + */ + typedef int32x4_t status32x4_t; + + /** + * @brief 16-bit status 128-bit vector data type. + */ + typedef int16x8_t status16x8_t; + + /** + * @brief 8-bit status 128-bit vector data type. + */ + typedef int8x16_t status8x16_t; + + +#endif + +#if defined(ARM_MATH_NEON) || defined(ARM_MATH_MVEF) /* floating point vector*/ + /** + * @brief 32-bit floating-point 128-bit vector type + */ + typedef float32x4_t f32x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 128-bit vector data type + */ + typedef __ALIGNED(2) float16x8_t f16x8_t; +#endif + + /** + * @brief 32-bit floating-point 128-bit vector pair data type + */ + typedef float32x4x2_t f32x4x2_t; + + /** + * @brief 32-bit floating-point 128-bit vector quadruplet data type + */ + typedef float32x4x4_t f32x4x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 128-bit vector pair data type + */ + typedef float16x8x2_t f16x8x2_t; + + /** + * @brief 16-bit floating-point 128-bit vector quadruplet data type + */ + typedef float16x8x4_t f16x8x4_t; +#endif + + /** + * @brief 32-bit ubiquitous 128-bit vector data type + */ + typedef union _any32x4_t + { + float32x4_t f; + int32x4_t i; + } any32x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit ubiquitous 128-bit vector data type + */ + typedef union _any16x8_t + { + float16x8_t f; + int16x8_t i; + } any16x8_t; +#endif + +#endif + +#if defined(ARM_MATH_NEON) + /** + * @brief 32-bit fractional 64-bit vector data type in 1.31 format. + */ + typedef int32x2_t q31x2_t; + + /** + * @brief 16-bit fractional 64-bit vector data type in 1.15 format. + */ + typedef __ALIGNED(2) int16x4_t q15x4_t; + + /** + * @brief 8-bit fractional 64-bit vector data type in 1.7 format. + */ + typedef __ALIGNED(1) int8x8_t q7x8_t; + + /** + * @brief 32-bit float 64-bit vector data type. + */ + typedef float32x2_t f32x2_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit float 64-bit vector data type. + */ + typedef __ALIGNED(2) float16x4_t f16x4_t; +#endif + + /** + * @brief 32-bit floating-point 128-bit vector triplet data type + */ + typedef float32x4x3_t f32x4x3_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 128-bit vector triplet data type + */ + typedef float16x8x3_t f16x8x3_t; +#endif + + /** + * @brief 32-bit fractional 128-bit vector triplet data type in 1.31 format + */ + typedef int32x4x3_t q31x4x3_t; + + /** + * @brief 16-bit fractional 128-bit vector triplet data type in 1.15 format + */ + typedef int16x8x3_t q15x8x3_t; + + /** + * @brief 8-bit fractional 128-bit vector triplet data type in 1.7 format + */ + typedef int8x16x3_t q7x16x3_t; + + /** + * @brief 32-bit floating-point 64-bit vector pair data type + */ + typedef float32x2x2_t f32x2x2_t; + + /** + * @brief 32-bit floating-point 64-bit vector triplet data type + */ + typedef float32x2x3_t f32x2x3_t; + + /** + * @brief 32-bit floating-point 64-bit vector quadruplet data type + */ + typedef float32x2x4_t f32x2x4_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit floating-point 64-bit vector pair data type + */ + typedef float16x4x2_t f16x4x2_t; + + /** + * @brief 16-bit floating-point 64-bit vector triplet data type + */ + typedef float16x4x3_t f16x4x3_t; + + /** + * @brief 16-bit floating-point 64-bit vector quadruplet data type + */ + typedef float16x4x4_t f16x4x4_t; +#endif + + /** + * @brief 32-bit fractional 64-bit vector pair data type in 1.31 format + */ + typedef int32x2x2_t q31x2x2_t; + + /** + * @brief 32-bit fractional 64-bit vector triplet data type in 1.31 format + */ + typedef int32x2x3_t q31x2x3_t; + + /** + * @brief 32-bit fractional 64-bit vector quadruplet data type in 1.31 format + */ + typedef int32x4x3_t q31x2x4_t; + + /** + * @brief 16-bit fractional 64-bit vector pair data type in 1.15 format + */ + typedef int16x4x2_t q15x4x2_t; + + /** + * @brief 16-bit fractional 64-bit vector triplet data type in 1.15 format + */ + typedef int16x4x2_t q15x4x3_t; + + /** + * @brief 16-bit fractional 64-bit vector quadruplet data type in 1.15 format + */ + typedef int16x4x3_t q15x4x4_t; + + /** + * @brief 8-bit fractional 64-bit vector pair data type in 1.7 format + */ + typedef int8x8x2_t q7x8x2_t; + + /** + * @brief 8-bit fractional 64-bit vector triplet data type in 1.7 format + */ + typedef int8x8x3_t q7x8x3_t; + + /** + * @brief 8-bit fractional 64-bit vector quadruplet data type in 1.7 format + */ + typedef int8x8x4_t q7x8x4_t; + + /** + * @brief 32-bit ubiquitous 64-bit vector data type + */ + typedef union _any32x2_t + { + float32x2_t f; + int32x2_t i; + } any32x2_t; + +#if defined(ARM_MATH_FLOAT16) + /** + * @brief 16-bit ubiquitous 64-bit vector data type + */ + typedef union _any16x4_t + { + float16x4_t f; + int16x4_t i; + } any16x4_t; +#endif + + /** + * @brief 32-bit status 64-bit vector data type. + */ + typedef int32x4_t status32x2_t; + + /** + * @brief 16-bit status 64-bit vector data type. + */ + typedef int16x8_t status16x4_t; + + /** + * @brief 8-bit status 64-bit vector data type. + */ + typedef int8x16_t status8x8_t; + +#endif + + + +/** + @brief definition to read/write two 16 bit values. + @deprecated + */ +#if defined ( __CC_ARM ) + #define __SIMD32_TYPE int32_t __packed +#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + #define __SIMD32_TYPE int32_t +#elif defined ( __GNUC__ ) + #define __SIMD32_TYPE int32_t +#elif defined ( __ICCARM__ ) + #define __SIMD32_TYPE int32_t __packed +#elif defined ( __TI_ARM__ ) + #define __SIMD32_TYPE int32_t +#elif defined ( __CSMC__ ) + #define __SIMD32_TYPE int32_t +#elif defined ( __TASKING__ ) + #define __SIMD32_TYPE __un(aligned) int32_t +#elif defined(_MSC_VER ) + #define __SIMD32_TYPE int32_t +#else + #error Unknown compiler +#endif + +#define __SIMD32(addr) (*(__SIMD32_TYPE **) & (addr)) +#define __SIMD32_CONST(addr) ( (__SIMD32_TYPE * ) (addr)) +#define _SIMD32_OFFSET(addr) (*(__SIMD32_TYPE * ) (addr)) +#define __SIMD64(addr) (*( int64_t **) & (addr)) + +#define STEP(x) (x) <= 0 ? 0 : 1 +#define SQ(x) ((x) * (x)) + +/* SIMD replacement */ + + +/** + @brief Read 2 Q15 from Q15 pointer. + @param[in] pQ15 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q15x2 ( + q15_t * pQ15) +{ + q31_t val; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, pQ15, 4); +#else + val = (pQ15[1] << 16) | (pQ15[0] & 0x0FFFF) ; +#endif + + return (val); +} + +/** + @brief Read 2 Q15 from Q15 pointer and increment pointer afterwards. + @param[in] pQ15 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q15x2_ia ( + q15_t ** pQ15) +{ + q31_t val; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ15, 4); +#else + val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); +#endif + + *pQ15 += 2; + return (val); +} + +/** + @brief Read 2 Q15 from Q15 pointer and decrement pointer afterwards. + @param[in] pQ15 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q15x2_da ( + q15_t ** pQ15) +{ + q31_t val; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ15, 4); +#else + val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); +#endif + + *pQ15 -= 2; + return (val); +} + +/** + @brief Write 2 Q15 to Q15 pointer and increment pointer afterwards. + @param[in] pQ15 points to input value + @param[in] value Q31 value + @return none + */ +__STATIC_FORCEINLINE void write_q15x2_ia ( + q15_t ** pQ15, + q31_t value) +{ + q31_t val = value; +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (*pQ15, &val, 4); +#else + (*pQ15)[0] = (val & 0x0FFFF); + (*pQ15)[1] = (val >> 16) & 0x0FFFF; +#endif + + *pQ15 += 2; +} + +/** + @brief Write 2 Q15 to Q15 pointer. + @param[in] pQ15 points to input value + @param[in] value Q31 value + @return none + */ +__STATIC_FORCEINLINE void write_q15x2 ( + q15_t * pQ15, + q31_t value) +{ + q31_t val = value; + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (pQ15, &val, 4); +#else + pQ15[0] = val & 0x0FFFF; + pQ15[1] = val >> 16; +#endif +} + + +/** + @brief Read 4 Q7 from Q7 pointer and increment pointer afterwards. + @param[in] pQ7 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q7x4_ia ( + q7_t ** pQ7) +{ + q31_t val; + + +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ7, 4); +#else + val =(((*pQ7)[3] & 0x0FF) << 24) | (((*pQ7)[2] & 0x0FF) << 16) | (((*pQ7)[1] & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); +#endif + + *pQ7 += 4; + + return (val); +} + +/** + @brief Read 4 Q7 from Q7 pointer and decrement pointer afterwards. + @param[in] pQ7 points to input value + @return Q31 value + */ +__STATIC_FORCEINLINE q31_t read_q7x4_da ( + q7_t ** pQ7) +{ + q31_t val; +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (&val, *pQ7, 4); +#else + val = ((((*pQ7)[3]) & 0x0FF) << 24) | ((((*pQ7)[2]) & 0x0FF) << 16) | ((((*pQ7)[1]) & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); +#endif + *pQ7 -= 4; + + return (val); +} + +/** + @brief Write 4 Q7 to Q7 pointer and increment pointer afterwards. + @param[in] pQ7 points to input value + @param[in] value Q31 value + @return none + */ +__STATIC_FORCEINLINE void write_q7x4_ia ( + q7_t ** pQ7, + q31_t value) +{ + q31_t val = value; +#ifdef __ARM_FEATURE_UNALIGNED + memcpy (*pQ7, &val, 4); +#else + (*pQ7)[0] = val & 0x0FF; + (*pQ7)[1] = (val >> 8) & 0x0FF; + (*pQ7)[2] = (val >> 16) & 0x0FF; + (*pQ7)[3] = (val >> 24) & 0x0FF; + +#endif + *pQ7 += 4; +} + +/* + +Normally those kind of definitions are in a compiler file +in Core or Core_A. + +But for MSVC compiler it is a bit special. The goal is very specific +to CMSIS-DSP and only to allow the use of this library from other +systems like Python or Matlab. + +MSVC is not going to be used to cross-compile to ARM. So, having a MSVC +compiler file in Core or Core_A would not make sense. + +*/ +#if defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) + __STATIC_FORCEINLINE uint8_t __CLZ(uint32_t data) + { + if (data == 0U) { return 32U; } + + uint32_t count = 0U; + uint32_t mask = 0x80000000U; + + while ((data & mask) == 0U) + { + count += 1U; + mask = mask >> 1U; + } + return count; + } + + __STATIC_FORCEINLINE int32_t __SSAT(int32_t val, uint32_t sat) + { + if ((sat >= 1U) && (sat <= 32U)) + { + const int32_t max = (int32_t)((1U << (sat - 1U)) - 1U); + const int32_t min = -1 - max ; + if (val > max) + { + return max; + } + else if (val < min) + { + return min; + } + } + return val; + } + + __STATIC_FORCEINLINE uint32_t __USAT(int32_t val, uint32_t sat) + { + if (sat <= 31U) + { + const uint32_t max = ((1U << sat) - 1U); + if (val > (int32_t)max) + { + return max; + } + else if (val < 0) + { + return 0U; + } + } + return (uint32_t)val; + } +#endif + +#ifndef ARM_MATH_DSP + /** + * @brief definition to pack two 16 bit values. + */ + #define __PKHBT(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0x0000FFFF) | \ + (((int32_t)(ARG2) << ARG3) & (int32_t)0xFFFF0000) ) + #define __PKHTB(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0xFFFF0000) | \ + (((int32_t)(ARG2) >> ARG3) & (int32_t)0x0000FFFF) ) +#endif + + /** + * @brief definition to pack four 8 bit values. + */ +#ifndef ARM_MATH_BIG_ENDIAN + #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v0) << 0) & (int32_t)0x000000FF) | \ + (((int32_t)(v1) << 8) & (int32_t)0x0000FF00) | \ + (((int32_t)(v2) << 16) & (int32_t)0x00FF0000) | \ + (((int32_t)(v3) << 24) & (int32_t)0xFF000000) ) +#else + #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v3) << 0) & (int32_t)0x000000FF) | \ + (((int32_t)(v2) << 8) & (int32_t)0x0000FF00) | \ + (((int32_t)(v1) << 16) & (int32_t)0x00FF0000) | \ + (((int32_t)(v0) << 24) & (int32_t)0xFF000000) ) +#endif + + + /** + * @brief Clips Q63 to Q31 values. + */ + __STATIC_FORCEINLINE q31_t clip_q63_to_q31( + q63_t x) + { + return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? + ((0x7FFFFFFF ^ ((q31_t) (x >> 63)))) : (q31_t) x; + } + + /** + * @brief Clips Q63 to Q15 values. + */ + __STATIC_FORCEINLINE q15_t clip_q63_to_q15( + q63_t x) + { + return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? + ((0x7FFF ^ ((q15_t) (x >> 63)))) : (q15_t) (x >> 15); + } + + /** + * @brief Clips Q31 to Q7 values. + */ + __STATIC_FORCEINLINE q7_t clip_q31_to_q7( + q31_t x) + { + return ((q31_t) (x >> 24) != ((q31_t) x >> 23)) ? + ((0x7F ^ ((q7_t) (x >> 31)))) : (q7_t) x; + } + + /** + * @brief Clips Q31 to Q15 values. + */ + __STATIC_FORCEINLINE q15_t clip_q31_to_q15( + q31_t x) + { + return ((q31_t) (x >> 16) != ((q31_t) x >> 15)) ? + ((0x7FFF ^ ((q15_t) (x >> 31)))) : (q15_t) x; + } + + /** + * @brief Multiplies 32 X 64 and returns 32 bit result in 2.30 format. + */ + __STATIC_FORCEINLINE q63_t mult32x64( + q63_t x, + q31_t y) + { + return ((((q63_t) (x & 0x00000000FFFFFFFF) * y) >> 32) + + (((q63_t) (x >> 32) * y) ) ); + } + + /** + * @brief Function to Calculates 1/in (reciprocal) value of Q31 Data type. + */ + __STATIC_FORCEINLINE uint32_t arm_recip_q31( + q31_t in, + q31_t * dst, + const q31_t * pRecipTable) + { + q31_t out; + uint32_t tempVal; + uint32_t index, i; + uint32_t signBits; + + if (in > 0) + { + signBits = ((uint32_t) (__CLZ( in) - 1)); + } + else + { + signBits = ((uint32_t) (__CLZ(-in) - 1)); + } + + /* Convert input sample to 1.31 format */ + in = (in << signBits); + + /* calculation of index for initial approximated Val */ + index = (uint32_t)(in >> 24); + index = (index & INDEX_MASK); + + /* 1.31 with exp 1 */ + out = pRecipTable[index]; + + /* calculation of reciprocal value */ + /* running approximation for two iterations */ + for (i = 0U; i < 2U; i++) + { + tempVal = (uint32_t) (((q63_t) in * out) >> 31); + tempVal = 0x7FFFFFFFu - tempVal; + /* 1.31 with exp 1 */ + /* out = (q31_t) (((q63_t) out * tempVal) >> 30); */ + out = clip_q63_to_q31(((q63_t) out * tempVal) >> 30); + } + + /* write output */ + *dst = out; + + /* return num of signbits of out = 1/in value */ + return (signBits + 1U); + } + + + /** + * @brief Function to Calculates 1/in (reciprocal) value of Q15 Data type. + */ + __STATIC_FORCEINLINE uint32_t arm_recip_q15( + q15_t in, + q15_t * dst, + const q15_t * pRecipTable) + { + q15_t out = 0; + uint32_t tempVal = 0; + uint32_t index = 0, i = 0; + uint32_t signBits = 0; + + if (in > 0) + { + signBits = ((uint32_t)(__CLZ( in) - 17)); + } + else + { + signBits = ((uint32_t)(__CLZ(-in) - 17)); + } + + /* Convert input sample to 1.15 format */ + in = (in << signBits); + + /* calculation of index for initial approximated Val */ + index = (uint32_t)(in >> 8); + index = (index & INDEX_MASK); + + /* 1.15 with exp 1 */ + out = pRecipTable[index]; + + /* calculation of reciprocal value */ + /* running approximation for two iterations */ + for (i = 0U; i < 2U; i++) + { + tempVal = (uint32_t) (((q31_t) in * out) >> 15); + tempVal = 0x7FFFu - tempVal; + /* 1.15 with exp 1 */ + out = (q15_t) (((q31_t) out * tempVal) >> 14); + /* out = clip_q31_to_q15(((q31_t) out * tempVal) >> 14); */ + } + + /* write output */ + *dst = out; + + /* return num of signbits of out = 1/in value */ + return (signBits + 1); + } + +/** + * @brief Integer exponentiation + * @param[in] x value + * @param[in] nb integer exponent >= 1 + * @return x^nb + * + */ +__STATIC_INLINE float32_t arm_exponent_f32(float32_t x, int32_t nb) +{ + float32_t r = x; + nb --; + while(nb > 0) + { + r = r * x; + nb--; + } + return(r); +} + +/** + * @brief 64-bit to 32-bit unsigned normalization + * @param[in] in is input unsigned long long value + * @param[out] normalized is the 32-bit normalized value + * @param[out] norm is norm scale + */ +__STATIC_INLINE void arm_norm_64_to_32u(uint64_t in, int32_t * normalized, int32_t *norm) +{ + int32_t n1; + int32_t hi = (int32_t) (in >> 32); + int32_t lo = (int32_t) ((in << 32) >> 32); + + n1 = __CLZ(hi) - 32; + if (!n1) + { + /* + * input fits in 32-bit + */ + n1 = __CLZ(lo); + if (!n1) + { + /* + * MSB set, need to scale down by 1 + */ + *norm = -1; + *normalized = (((uint32_t) lo) >> 1); + } else + { + if (n1 == 32) + { + /* + * input is zero + */ + *norm = 0; + *normalized = 0; + } else + { + /* + * 32-bit normalization + */ + *norm = n1 - 1; + *normalized = lo << *norm; + } + } + } else + { + /* + * input fits in 64-bit + */ + n1 = 1 - n1; + *norm = -n1; + /* + * 64 bit normalization + */ + *normalized = (((uint32_t) lo) >> n1) | (hi << (32 - n1)); + } +} + +__STATIC_INLINE q31_t arm_div_q63_to_q31(q63_t num, q31_t den) +{ + q31_t result; + uint64_t absNum; + int32_t normalized; + int32_t norm; + + /* + * if sum fits in 32bits + * avoid costly 64-bit division + */ + absNum = num > 0 ? num : -num; + arm_norm_64_to_32u(absNum, &normalized, &norm); + if (norm > 0) + /* + * 32-bit division + */ + result = (q31_t) num / den; + else + /* + * 64-bit division + */ + result = (q31_t) (num / den); + + return result; +} + + +/* + * @brief C custom defined intrinsic functions + */ +#if !defined (ARM_MATH_DSP) + + /* + * @brief C custom defined QADD8 + */ + __STATIC_FORCEINLINE uint32_t __QADD8( + uint32_t x, + uint32_t y) + { + q31_t r, s, t, u; + + r = __SSAT(((((q31_t)x << 24) >> 24) + (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; + s = __SSAT(((((q31_t)x << 16) >> 24) + (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; + t = __SSAT(((((q31_t)x << 8) >> 24) + (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; + u = __SSAT(((((q31_t)x ) >> 24) + (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; + + return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); + } + + + /* + * @brief C custom defined QSUB8 + */ + __STATIC_FORCEINLINE uint32_t __QSUB8( + uint32_t x, + uint32_t y) + { + q31_t r, s, t, u; + + r = __SSAT(((((q31_t)x << 24) >> 24) - (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; + s = __SSAT(((((q31_t)x << 16) >> 24) - (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; + t = __SSAT(((((q31_t)x << 8) >> 24) - (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; + u = __SSAT(((((q31_t)x ) >> 24) - (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; + + return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); + } + + + /* + * @brief C custom defined QADD16 + */ + __STATIC_FORCEINLINE uint32_t __QADD16( + uint32_t x, + uint32_t y) + { +/* q31_t r, s; without initialisation 'arm_offset_q15 test' fails but 'intrinsic' tests pass! for armCC */ + q31_t r = 0, s = 0; + + r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHADD16 + */ + __STATIC_FORCEINLINE uint32_t __SHADD16( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined QSUB16 + */ + __STATIC_FORCEINLINE uint32_t __QSUB16( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHSUB16 + */ + __STATIC_FORCEINLINE uint32_t __SHSUB16( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined QASX + */ + __STATIC_FORCEINLINE uint32_t __QASX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHASX + */ + __STATIC_FORCEINLINE uint32_t __SHASX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined QSAX + */ + __STATIC_FORCEINLINE uint32_t __QSAX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; + s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SHSAX + */ + __STATIC_FORCEINLINE uint32_t __SHSAX( + uint32_t x, + uint32_t y) + { + q31_t r, s; + + r = (((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; + s = (((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; + + return ((uint32_t)((s << 16) | (r ))); + } + + + /* + * @brief C custom defined SMUSDX + */ + __STATIC_FORCEINLINE uint32_t __SMUSDX( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); + } + + /* + * @brief C custom defined SMUADX + */ + __STATIC_FORCEINLINE uint32_t __SMUADX( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); + } + + + /* + * @brief C custom defined QADD + */ + __STATIC_FORCEINLINE int32_t __QADD( + int32_t x, + int32_t y) + { + return ((int32_t)(clip_q63_to_q31((q63_t)x + (q31_t)y))); + } + + + /* + * @brief C custom defined QSUB + */ + __STATIC_FORCEINLINE int32_t __QSUB( + int32_t x, + int32_t y) + { + return ((int32_t)(clip_q63_to_q31((q63_t)x - (q31_t)y))); + } + + + /* + * @brief C custom defined SMLAD + */ + __STATIC_FORCEINLINE uint32_t __SMLAD( + uint32_t x, + uint32_t y, + uint32_t sum) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + + ( ((q31_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLADX + */ + __STATIC_FORCEINLINE uint32_t __SMLADX( + uint32_t x, + uint32_t y, + uint32_t sum) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + + ( ((q31_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLSDX + */ + __STATIC_FORCEINLINE uint32_t __SMLSDX( + uint32_t x, + uint32_t y, + uint32_t sum) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + + ( ((q31_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLALD + */ + __STATIC_FORCEINLINE uint64_t __SMLALD( + uint32_t x, + uint32_t y, + uint64_t sum) + { +/* return (sum + ((q15_t) (x >> 16) * (q15_t) (y >> 16)) + ((q15_t) x * (q15_t) y)); */ + return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + + ( ((q63_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMLALDX + */ + __STATIC_FORCEINLINE uint64_t __SMLALDX( + uint32_t x, + uint32_t y, + uint64_t sum) + { +/* return (sum + ((q15_t) (x >> 16) * (q15_t) y)) + ((q15_t) x * (q15_t) (y >> 16)); */ + return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + + ( ((q63_t)sum ) ) )); + } + + + /* + * @brief C custom defined SMUAD + */ + __STATIC_FORCEINLINE uint32_t __SMUAD( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); + } + + + /* + * @brief C custom defined SMUSD + */ + __STATIC_FORCEINLINE uint32_t __SMUSD( + uint32_t x, + uint32_t y) + { + return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) - + ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); + } + + + /* + * @brief C custom defined SXTB16 + */ + __STATIC_FORCEINLINE uint32_t __SXTB16( + uint32_t x) + { + return ((uint32_t)(((((q31_t)x << 24) >> 24) & (q31_t)0x0000FFFF) | + ((((q31_t)x << 8) >> 8) & (q31_t)0xFFFF0000) )); + } + + /* + * @brief C custom defined SMMLA + */ + __STATIC_FORCEINLINE int32_t __SMMLA( + int32_t x, + int32_t y, + int32_t sum) + { + return (sum + (int32_t) (((int64_t) x * y) >> 32)); + } + +#endif /* !defined (ARM_MATH_DSP) */ + + + /** + * @brief Instance structure for the Q7 FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + q7_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + } arm_fir_instance_q7; + + /** + * @brief Instance structure for the Q15 FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + } arm_fir_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + } arm_fir_instance_q31; + + /** + * @brief Instance structure for the floating-point FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of filter coefficients in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + } arm_fir_instance_f32; + + /** + * @brief Processing function for the Q7 FIR filter. + * @param[in] S points to an instance of the Q7 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_q7( + const arm_fir_instance_q7 * S, + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q7 FIR filter. + * @param[in,out] S points to an instance of the Q7 FIR structure. + * @param[in] numTaps Number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed. + */ + void arm_fir_init_q7( + arm_fir_instance_q7 * S, + uint16_t numTaps, + const q7_t * pCoeffs, + q7_t * pState, + uint32_t blockSize); + + /** + * @brief Processing function for the Q15 FIR filter. + * @param[in] S points to an instance of the Q15 FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_q15( + const arm_fir_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the fast Q15 FIR filter (fast version). + * @param[in] S points to an instance of the Q15 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_fast_q15( + const arm_fir_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q15 FIR filter. + * @param[in,out] S points to an instance of the Q15 FIR filter structure. + * @param[in] numTaps Number of filter coefficients in the filter. Must be even and greater than or equal to 4. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed at a time. + * @return The function returns either + * ARM_MATH_SUCCESS if initialization was successful or + * ARM_MATH_ARGUMENT_ERROR if numTaps is not a supported value. + */ + arm_status arm_fir_init_q15( + arm_fir_instance_q15 * S, + uint16_t numTaps, + const q15_t * pCoeffs, + q15_t * pState, + uint32_t blockSize); + + /** + * @brief Processing function for the Q31 FIR filter. + * @param[in] S points to an instance of the Q31 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_q31( + const arm_fir_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the fast Q31 FIR filter (fast version). + * @param[in] S points to an instance of the Q31 FIR filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_fast_q31( + const arm_fir_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q31 FIR filter. + * @param[in,out] S points to an instance of the Q31 FIR structure. + * @param[in] numTaps Number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed at a time. + */ + void arm_fir_init_q31( + arm_fir_instance_q31 * S, + uint16_t numTaps, + const q31_t * pCoeffs, + q31_t * pState, + uint32_t blockSize); + + /** + * @brief Processing function for the floating-point FIR filter. + * @param[in] S points to an instance of the floating-point FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_f32( + const arm_fir_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the floating-point FIR filter. + * @param[in,out] S points to an instance of the floating-point FIR filter structure. + * @param[in] numTaps Number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of samples that are processed at a time. + */ + void arm_fir_init_f32( + arm_fir_instance_f32 * S, + uint16_t numTaps, + const float32_t * pCoeffs, + float32_t * pState, + uint32_t blockSize); + + /** + * @brief Instance structure for the Q15 Biquad cascade filter. + */ + typedef struct + { + int8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + q15_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ + const q15_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ + int8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ + } arm_biquad_casd_df1_inst_q15; + + /** + * @brief Instance structure for the Q31 Biquad cascade filter. + */ + typedef struct + { + uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + q31_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ + const q31_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ + uint8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ + } arm_biquad_casd_df1_inst_q31; + + /** + * @brief Instance structure for the floating-point Biquad cascade filter. + */ + typedef struct + { + uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float32_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ + const float32_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_casd_df1_inst_f32; + +#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) + /** + * @brief Instance structure for the modified Biquad coefs required by vectorized code. + */ + typedef struct + { + float32_t coeffs[8][4]; /**< Points to the array of modified coefficients. The array is of length 32. There is one per stage */ + } arm_biquad_mod_coef_f32; +#endif + + /** + * @brief Processing function for the Q15 Biquad cascade filter. + * @param[in] S points to an instance of the Q15 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_q15( + const arm_biquad_casd_df1_inst_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q15 Biquad cascade filter. + * @param[in,out] S points to an instance of the Q15 Biquad cascade structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format + */ + void arm_biquad_cascade_df1_init_q15( + arm_biquad_casd_df1_inst_q15 * S, + uint8_t numStages, + const q15_t * pCoeffs, + q15_t * pState, + int8_t postShift); + + /** + * @brief Fast but less precise processing function for the Q15 Biquad cascade filter for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q15 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_fast_q15( + const arm_biquad_casd_df1_inst_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the Q31 Biquad cascade filter + * @param[in] S points to an instance of the Q31 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_q31( + const arm_biquad_casd_df1_inst_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Fast but less precise processing function for the Q31 Biquad cascade filter for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q31 Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_fast_q31( + const arm_biquad_casd_df1_inst_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the Q31 Biquad cascade filter. + * @param[in,out] S points to an instance of the Q31 Biquad cascade structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format + */ + void arm_biquad_cascade_df1_init_q31( + arm_biquad_casd_df1_inst_q31 * S, + uint8_t numStages, + const q31_t * pCoeffs, + q31_t * pState, + int8_t postShift); + + /** + * @brief Processing function for the floating-point Biquad cascade filter. + * @param[in] S points to an instance of the floating-point Biquad cascade structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df1_f32( + const arm_biquad_casd_df1_inst_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the floating-point Biquad cascade filter. + * @param[in,out] S points to an instance of the floating-point Biquad cascade structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pCoeffsMod points to the modified filter coefficients (only MVE version). + * @param[in] pState points to the state buffer. + */ +#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) + void arm_biquad_cascade_df1_mve_init_f32( + arm_biquad_casd_df1_inst_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + arm_biquad_mod_coef_f32 * pCoeffsMod, + float32_t * pState); +#endif + + void arm_biquad_cascade_df1_init_f32( + arm_biquad_casd_df1_inst_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Compute the logical bitwise AND of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_and_u16( + const uint16_t * pSrcA, + const uint16_t * pSrcB, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise AND of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_and_u32( + const uint32_t * pSrcA, + const uint32_t * pSrcB, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise AND of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_and_u8( + const uint8_t * pSrcA, + const uint8_t * pSrcB, + uint8_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise OR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_or_u16( + const uint16_t * pSrcA, + const uint16_t * pSrcB, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise OR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_or_u32( + const uint32_t * pSrcA, + const uint32_t * pSrcB, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise OR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_or_u8( + const uint8_t * pSrcA, + const uint8_t * pSrcB, + uint8_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise NOT of a fixed-point vector. + * @param[in] pSrc points to input vector + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_not_u16( + const uint16_t * pSrc, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise NOT of a fixed-point vector. + * @param[in] pSrc points to input vector + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_not_u32( + const uint32_t * pSrc, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise NOT of a fixed-point vector. + * @param[in] pSrc points to input vector + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_not_u8( + const uint8_t * pSrc, + uint8_t * pDst, + uint32_t blockSize); + +/** + * @brief Compute the logical bitwise XOR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_xor_u16( + const uint16_t * pSrcA, + const uint16_t * pSrcB, + uint16_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise XOR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_xor_u32( + const uint32_t * pSrcA, + const uint32_t * pSrcB, + uint32_t * pDst, + uint32_t blockSize); + + /** + * @brief Compute the logical bitwise XOR of two fixed-point vectors. + * @param[in] pSrcA points to input vector A + * @param[in] pSrcB points to input vector B + * @param[out] pDst points to output vector + * @param[in] blockSize number of samples in each vector + * @return none + */ + void arm_xor_u8( + const uint8_t * pSrcA, + const uint8_t * pSrcB, + uint8_t * pDst, + uint32_t blockSize); + + /** + * @brief Struct for specifying sorting algorithm + */ + typedef enum + { + ARM_SORT_BITONIC = 0, + /**< Bitonic sort */ + ARM_SORT_BUBBLE = 1, + /**< Bubble sort */ + ARM_SORT_HEAP = 2, + /**< Heap sort */ + ARM_SORT_INSERTION = 3, + /**< Insertion sort */ + ARM_SORT_QUICK = 4, + /**< Quick sort */ + ARM_SORT_SELECTION = 5 + /**< Selection sort */ + } arm_sort_alg; + + /** + * @brief Struct for specifying sorting algorithm + */ + typedef enum + { + ARM_SORT_DESCENDING = 0, + /**< Descending order (9 to 0) */ + ARM_SORT_ASCENDING = 1 + /**< Ascending order (0 to 9) */ + } arm_sort_dir; + + /** + * @brief Instance structure for the sorting algorithms. + */ + typedef struct + { + arm_sort_alg alg; /**< Sorting algorithm selected */ + arm_sort_dir dir; /**< Sorting order (direction) */ + } arm_sort_instance_f32; + + /** + * @param[in] S points to an instance of the sorting structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_sort_f32( + const arm_sort_instance_f32 * S, + float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @param[in,out] S points to an instance of the sorting structure. + * @param[in] alg Selected algorithm. + * @param[in] dir Sorting order. + */ + void arm_sort_init_f32( + arm_sort_instance_f32 * S, + arm_sort_alg alg, + arm_sort_dir dir); + + /** + * @brief Instance structure for the sorting algorithms. + */ + typedef struct + { + arm_sort_dir dir; /**< Sorting order (direction) */ + float32_t * buffer; /**< Working buffer */ + } arm_merge_sort_instance_f32; + + /** + * @param[in] S points to an instance of the sorting structure. + * @param[in,out] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_merge_sort_f32( + const arm_merge_sort_instance_f32 * S, + float32_t *pSrc, + float32_t *pDst, + uint32_t blockSize); + + /** + * @param[in,out] S points to an instance of the sorting structure. + * @param[in] dir Sorting order. + * @param[in] buffer Working buffer. + */ + void arm_merge_sort_init_f32( + arm_merge_sort_instance_f32 * S, + arm_sort_dir dir, + float32_t * buffer); + + /** + * @brief Struct for specifying cubic spline type + */ + typedef enum + { + ARM_SPLINE_NATURAL = 0, /**< Natural spline */ + ARM_SPLINE_PARABOLIC_RUNOUT = 1 /**< Parabolic runout spline */ + } arm_spline_type; + + /** + * @brief Instance structure for the floating-point cubic spline interpolation. + */ + typedef struct + { + arm_spline_type type; /**< Type (boundary conditions) */ + const float32_t * x; /**< x values */ + const float32_t * y; /**< y values */ + uint32_t n_x; /**< Number of known data points */ + float32_t * coeffs; /**< Coefficients buffer (b,c, and d) */ + } arm_spline_instance_f32; + + /** + * @brief Processing function for the floating-point cubic spline interpolation. + * @param[in] S points to an instance of the floating-point spline structure. + * @param[in] xq points to the x values ot the interpolated data points. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples of output data. + */ + void arm_spline_f32( + arm_spline_instance_f32 * S, + const float32_t * xq, + float32_t * pDst, + uint32_t blockSize); + + /** + * @brief Initialization function for the floating-point cubic spline interpolation. + * @param[in,out] S points to an instance of the floating-point spline structure. + * @param[in] type type of cubic spline interpolation (boundary conditions) + * @param[in] x points to the x values of the known data points. + * @param[in] y points to the y values of the known data points. + * @param[in] n number of known data points. + * @param[in] coeffs coefficients array for b, c, and d + * @param[in] tempBuffer buffer array for internal computations + */ + void arm_spline_init_f32( + arm_spline_instance_f32 * S, + arm_spline_type type, + const float32_t * x, + const float32_t * y, + uint32_t n, + float32_t * coeffs, + float32_t * tempBuffer); + + /** + * @brief Instance structure for the floating-point matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + float32_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_f32; + + /** + * @brief Instance structure for the floating-point matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + float64_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_f64; + + /** + * @brief Instance structure for the Q15 matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + q15_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_q15; + + /** + * @brief Instance structure for the Q31 matrix structure. + */ + typedef struct + { + uint16_t numRows; /**< number of rows of the matrix. */ + uint16_t numCols; /**< number of columns of the matrix. */ + q31_t *pData; /**< points to the data of the matrix. */ + } arm_matrix_instance_q31; + + /** + * @brief Floating-point matrix addition. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_add_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix addition. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_add_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix addition. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_add_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point, complex, matrix multiplication. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_cmplx_mult_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15, complex, matrix multiplication. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_cmplx_mult_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst, + q15_t * pScratch); + + /** + * @brief Q31, complex, matrix multiplication. + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_cmplx_mult_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix transpose. + * @param[in] pSrc points to the input matrix + * @param[out] pDst points to the output matrix + * @return The function returns either ARM_MATH_SIZE_MISMATCH + * or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_trans_f32( + const arm_matrix_instance_f32 * pSrc, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix transpose. + * @param[in] pSrc points to the input matrix + * @param[out] pDst points to the output matrix + * @return The function returns either ARM_MATH_SIZE_MISMATCH + * or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_trans_q15( + const arm_matrix_instance_q15 * pSrc, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix transpose. + * @param[in] pSrc points to the input matrix + * @param[out] pDst points to the output matrix + * @return The function returns either ARM_MATH_SIZE_MISMATCH + * or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_trans_q31( + const arm_matrix_instance_q31 * pSrc, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix multiplication + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix multiplication + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @param[in] pState points to the array for storing intermediate results + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst, + q15_t * pState); + + /** + * @brief Q15 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @param[in] pState points to the array for storing intermediate results + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_fast_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst, + q15_t * pState); + + /** + * @brief Q31 matrix multiplication + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Q31 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_mult_fast_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix subtraction + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_sub_f32( + const arm_matrix_instance_f32 * pSrcA, + const arm_matrix_instance_f32 * pSrcB, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix subtraction + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_sub_q15( + const arm_matrix_instance_q15 * pSrcA, + const arm_matrix_instance_q15 * pSrcB, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix subtraction + * @param[in] pSrcA points to the first input matrix structure + * @param[in] pSrcB points to the second input matrix structure + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_sub_q31( + const arm_matrix_instance_q31 * pSrcA, + const arm_matrix_instance_q31 * pSrcB, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Floating-point matrix scaling. + * @param[in] pSrc points to the input matrix + * @param[in] scale scale factor + * @param[out] pDst points to the output matrix + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_scale_f32( + const arm_matrix_instance_f32 * pSrc, + float32_t scale, + arm_matrix_instance_f32 * pDst); + + /** + * @brief Q15 matrix scaling. + * @param[in] pSrc points to input matrix + * @param[in] scaleFract fractional portion of the scale factor + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to output matrix + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_scale_q15( + const arm_matrix_instance_q15 * pSrc, + q15_t scaleFract, + int32_t shift, + arm_matrix_instance_q15 * pDst); + + /** + * @brief Q31 matrix scaling. + * @param[in] pSrc points to input matrix + * @param[in] scaleFract fractional portion of the scale factor + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to output matrix structure + * @return The function returns either + * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. + */ +arm_status arm_mat_scale_q31( + const arm_matrix_instance_q31 * pSrc, + q31_t scaleFract, + int32_t shift, + arm_matrix_instance_q31 * pDst); + + /** + * @brief Q31 matrix initialization. + * @param[in,out] S points to an instance of the floating-point matrix structure. + * @param[in] nRows number of rows in the matrix. + * @param[in] nColumns number of columns in the matrix. + * @param[in] pData points to the matrix data array. + */ +void arm_mat_init_q31( + arm_matrix_instance_q31 * S, + uint16_t nRows, + uint16_t nColumns, + q31_t * pData); + + /** + * @brief Q15 matrix initialization. + * @param[in,out] S points to an instance of the floating-point matrix structure. + * @param[in] nRows number of rows in the matrix. + * @param[in] nColumns number of columns in the matrix. + * @param[in] pData points to the matrix data array. + */ +void arm_mat_init_q15( + arm_matrix_instance_q15 * S, + uint16_t nRows, + uint16_t nColumns, + q15_t * pData); + + /** + * @brief Floating-point matrix initialization. + * @param[in,out] S points to an instance of the floating-point matrix structure. + * @param[in] nRows number of rows in the matrix. + * @param[in] nColumns number of columns in the matrix. + * @param[in] pData points to the matrix data array. + */ +void arm_mat_init_f32( + arm_matrix_instance_f32 * S, + uint16_t nRows, + uint16_t nColumns, + float32_t * pData); + + + /** + * @brief Instance structure for the Q15 PID Control. + */ + typedef struct + { + q15_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ +#if !defined (ARM_MATH_DSP) + q15_t A1; + q15_t A2; +#else + q31_t A1; /**< The derived gain A1 = -Kp - 2Kd | Kd.*/ +#endif + q15_t state[3]; /**< The state array of length 3. */ + q15_t Kp; /**< The proportional gain. */ + q15_t Ki; /**< The integral gain. */ + q15_t Kd; /**< The derivative gain. */ + } arm_pid_instance_q15; + + /** + * @brief Instance structure for the Q31 PID Control. + */ + typedef struct + { + q31_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ + q31_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ + q31_t A2; /**< The derived gain, A2 = Kd . */ + q31_t state[3]; /**< The state array of length 3. */ + q31_t Kp; /**< The proportional gain. */ + q31_t Ki; /**< The integral gain. */ + q31_t Kd; /**< The derivative gain. */ + } arm_pid_instance_q31; + + /** + * @brief Instance structure for the floating-point PID Control. + */ + typedef struct + { + float32_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ + float32_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ + float32_t A2; /**< The derived gain, A2 = Kd . */ + float32_t state[3]; /**< The state array of length 3. */ + float32_t Kp; /**< The proportional gain. */ + float32_t Ki; /**< The integral gain. */ + float32_t Kd; /**< The derivative gain. */ + } arm_pid_instance_f32; + + + + /** + * @brief Initialization function for the floating-point PID Control. + * @param[in,out] S points to an instance of the PID structure. + * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. + */ + void arm_pid_init_f32( + arm_pid_instance_f32 * S, + int32_t resetStateFlag); + + + /** + * @brief Reset function for the floating-point PID Control. + * @param[in,out] S is an instance of the floating-point PID Control structure + */ + void arm_pid_reset_f32( + arm_pid_instance_f32 * S); + + + /** + * @brief Initialization function for the Q31 PID Control. + * @param[in,out] S points to an instance of the Q15 PID structure. + * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. + */ + void arm_pid_init_q31( + arm_pid_instance_q31 * S, + int32_t resetStateFlag); + + + /** + * @brief Reset function for the Q31 PID Control. + * @param[in,out] S points to an instance of the Q31 PID Control structure + */ + + void arm_pid_reset_q31( + arm_pid_instance_q31 * S); + + + /** + * @brief Initialization function for the Q15 PID Control. + * @param[in,out] S points to an instance of the Q15 PID structure. + * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. + */ + void arm_pid_init_q15( + arm_pid_instance_q15 * S, + int32_t resetStateFlag); + + + /** + * @brief Reset function for the Q15 PID Control. + * @param[in,out] S points to an instance of the q15 PID Control structure + */ + void arm_pid_reset_q15( + arm_pid_instance_q15 * S); + + + /** + * @brief Instance structure for the floating-point Linear Interpolate function. + */ + typedef struct + { + uint32_t nValues; /**< nValues */ + float32_t x1; /**< x1 */ + float32_t xSpacing; /**< xSpacing */ + float32_t *pYData; /**< pointer to the table of Y values */ + } arm_linear_interp_instance_f32; + + /** + * @brief Instance structure for the floating-point bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + float32_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_f32; + + /** + * @brief Instance structure for the Q31 bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + q31_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_q31; + + /** + * @brief Instance structure for the Q15 bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + q15_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_q15; + + /** + * @brief Instance structure for the Q15 bilinear interpolation function. + */ + typedef struct + { + uint16_t numRows; /**< number of rows in the data table. */ + uint16_t numCols; /**< number of columns in the data table. */ + q7_t *pData; /**< points to the data table. */ + } arm_bilinear_interp_instance_q7; + + + /** + * @brief Q7 vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Floating-point vector multiplication. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_mult_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q15_t *pTwiddle; /**< points to the Sin twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix2_instance_q15; + +/* Deprecated */ + arm_status arm_cfft_radix2_init_q15( + arm_cfft_radix2_instance_q15 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix2_q15( + const arm_cfft_radix2_instance_q15 * S, + q15_t * pSrc); + + + /** + * @brief Instance structure for the Q15 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q15_t *pTwiddle; /**< points to the twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix4_instance_q15; + +/* Deprecated */ + arm_status arm_cfft_radix4_init_q15( + arm_cfft_radix4_instance_q15 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix4_q15( + const arm_cfft_radix4_instance_q15 * S, + q15_t * pSrc); + + /** + * @brief Instance structure for the Radix-2 Q31 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix2_instance_q31; + +/* Deprecated */ + arm_status arm_cfft_radix2_init_q31( + arm_cfft_radix2_instance_q31 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix2_q31( + const arm_cfft_radix2_instance_q31 * S, + q31_t * pSrc); + + /** + * @brief Instance structure for the Q31 CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const q31_t *pTwiddle; /**< points to the twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + } arm_cfft_radix4_instance_q31; + +/* Deprecated */ + void arm_cfft_radix4_q31( + const arm_cfft_radix4_instance_q31 * S, + q31_t * pSrc); + +/* Deprecated */ + arm_status arm_cfft_radix4_init_q31( + arm_cfft_radix4_instance_q31 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + float32_t onebyfftLen; /**< value of 1/fftLen. */ + } arm_cfft_radix2_instance_f32; + +/* Deprecated */ + arm_status arm_cfft_radix2_init_f32( + arm_cfft_radix2_instance_f32 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix2_f32( + const arm_cfft_radix2_instance_f32 * S, + float32_t * pSrc); + + /** + * @brief Instance structure for the floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ + uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ + const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ + float32_t onebyfftLen; /**< value of 1/fftLen. */ + } arm_cfft_radix4_instance_f32; + +/* Deprecated */ + arm_status arm_cfft_radix4_init_f32( + arm_cfft_radix4_instance_f32 * S, + uint16_t fftLen, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + +/* Deprecated */ + void arm_cfft_radix4_f32( + const arm_cfft_radix4_instance_f32 * S, + float32_t * pSrc); + + /** + * @brief Instance structure for the fixed-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const q15_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ +#if defined(ARM_MATH_MVEI) + const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ + const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ + const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ + const q15_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ + const q15_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ + const q15_t *rearranged_twiddle_stride3; +#endif + } arm_cfft_instance_q15; + +arm_status arm_cfft_init_q15( + arm_cfft_instance_q15 * S, + uint16_t fftLen); + +void arm_cfft_q15( + const arm_cfft_instance_q15 * S, + q15_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the fixed-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ +#if defined(ARM_MATH_MVEI) + const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ + const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ + const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ + const q31_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ + const q31_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ + const q31_t *rearranged_twiddle_stride3; +#endif + } arm_cfft_instance_q31; + +arm_status arm_cfft_init_q31( + arm_cfft_instance_q31 * S, + uint16_t fftLen); + +void arm_cfft_q31( + const arm_cfft_instance_q31 * S, + q31_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ +#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) + const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ + const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ + const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ + const float32_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ + const float32_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ + const float32_t *rearranged_twiddle_stride3; +#endif + } arm_cfft_instance_f32; + + + arm_status arm_cfft_init_f32( + arm_cfft_instance_f32 * S, + uint16_t fftLen); + + void arm_cfft_f32( + const arm_cfft_instance_f32 * S, + float32_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + + /** + * @brief Instance structure for the Double Precision Floating-point CFFT/CIFFT function. + */ + typedef struct + { + uint16_t fftLen; /**< length of the FFT. */ + const float64_t *pTwiddle; /**< points to the Twiddle factor table. */ + const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ + uint16_t bitRevLength; /**< bit reversal table length. */ + } arm_cfft_instance_f64; + + void arm_cfft_f64( + const arm_cfft_instance_f64 * S, + float64_t * p1, + uint8_t ifftFlag, + uint8_t bitReverseFlag); + + /** + * @brief Instance structure for the Q15 RFFT/RIFFT function. + */ + typedef struct + { + uint32_t fftLenReal; /**< length of the real FFT. */ + uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ + uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ + uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + const q15_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ + const q15_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ +#if defined(ARM_MATH_MVEI) + arm_cfft_instance_q15 cfftInst; +#else + const arm_cfft_instance_q15 *pCfft; /**< points to the complex FFT instance. */ +#endif + } arm_rfft_instance_q15; + + arm_status arm_rfft_init_q15( + arm_rfft_instance_q15 * S, + uint32_t fftLenReal, + uint32_t ifftFlagR, + uint32_t bitReverseFlag); + + void arm_rfft_q15( + const arm_rfft_instance_q15 * S, + q15_t * pSrc, + q15_t * pDst); + + /** + * @brief Instance structure for the Q31 RFFT/RIFFT function. + */ + typedef struct + { + uint32_t fftLenReal; /**< length of the real FFT. */ + uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ + uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ + uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + const q31_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ + const q31_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ +#if defined(ARM_MATH_MVEI) + arm_cfft_instance_q31 cfftInst; +#else + const arm_cfft_instance_q31 *pCfft; /**< points to the complex FFT instance. */ +#endif + } arm_rfft_instance_q31; + + arm_status arm_rfft_init_q31( + arm_rfft_instance_q31 * S, + uint32_t fftLenReal, + uint32_t ifftFlagR, + uint32_t bitReverseFlag); + + void arm_rfft_q31( + const arm_rfft_instance_q31 * S, + q31_t * pSrc, + q31_t * pDst); + + /** + * @brief Instance structure for the floating-point RFFT/RIFFT function. + */ + typedef struct + { + uint32_t fftLenReal; /**< length of the real FFT. */ + uint16_t fftLenBy2; /**< length of the complex FFT. */ + uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ + uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ + uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ + const float32_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ + const float32_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ + arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ + } arm_rfft_instance_f32; + + arm_status arm_rfft_init_f32( + arm_rfft_instance_f32 * S, + arm_cfft_radix4_instance_f32 * S_CFFT, + uint32_t fftLenReal, + uint32_t ifftFlagR, + uint32_t bitReverseFlag); + + void arm_rfft_f32( + const arm_rfft_instance_f32 * S, + float32_t * pSrc, + float32_t * pDst); + + /** + * @brief Instance structure for the Double Precision Floating-point RFFT/RIFFT function. + */ +typedef struct + { + arm_cfft_instance_f64 Sint; /**< Internal CFFT structure. */ + uint16_t fftLenRFFT; /**< length of the real sequence */ + const float64_t * pTwiddleRFFT; /**< Twiddle factors real stage */ + } arm_rfft_fast_instance_f64 ; + +arm_status arm_rfft_fast_init_f64 ( + arm_rfft_fast_instance_f64 * S, + uint16_t fftLen); + + +void arm_rfft_fast_f64( + arm_rfft_fast_instance_f64 * S, + float64_t * p, float64_t * pOut, + uint8_t ifftFlag); + + + /** + * @brief Instance structure for the floating-point RFFT/RIFFT function. + */ +typedef struct + { + arm_cfft_instance_f32 Sint; /**< Internal CFFT structure. */ + uint16_t fftLenRFFT; /**< length of the real sequence */ + const float32_t * pTwiddleRFFT; /**< Twiddle factors real stage */ + } arm_rfft_fast_instance_f32 ; + +arm_status arm_rfft_fast_init_f32 ( + arm_rfft_fast_instance_f32 * S, + uint16_t fftLen); + + + void arm_rfft_fast_f32( + const arm_rfft_fast_instance_f32 * S, + float32_t * p, float32_t * pOut, + uint8_t ifftFlag); + + /** + * @brief Instance structure for the floating-point DCT4/IDCT4 function. + */ + typedef struct + { + uint16_t N; /**< length of the DCT4. */ + uint16_t Nby2; /**< half of the length of the DCT4. */ + float32_t normalize; /**< normalizing factor. */ + const float32_t *pTwiddle; /**< points to the twiddle factor table. */ + const float32_t *pCosFactor; /**< points to the cosFactor table. */ + arm_rfft_instance_f32 *pRfft; /**< points to the real FFT instance. */ + arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ + } arm_dct4_instance_f32; + + + /** + * @brief Initialization function for the floating-point DCT4/IDCT4. + * @param[in,out] S points to an instance of floating-point DCT4/IDCT4 structure. + * @param[in] S_RFFT points to an instance of floating-point RFFT/RIFFT structure. + * @param[in] S_CFFT points to an instance of floating-point CFFT/CIFFT structure. + * @param[in] N length of the DCT4. + * @param[in] Nby2 half of the length of the DCT4. + * @param[in] normalize normalizing factor. + * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if fftLenReal is not a supported transform length. + */ + arm_status arm_dct4_init_f32( + arm_dct4_instance_f32 * S, + arm_rfft_instance_f32 * S_RFFT, + arm_cfft_radix4_instance_f32 * S_CFFT, + uint16_t N, + uint16_t Nby2, + float32_t normalize); + + + /** + * @brief Processing function for the floating-point DCT4/IDCT4. + * @param[in] S points to an instance of the floating-point DCT4/IDCT4 structure. + * @param[in] pState points to state buffer. + * @param[in,out] pInlineBuffer points to the in-place input and output buffer. + */ + void arm_dct4_f32( + const arm_dct4_instance_f32 * S, + float32_t * pState, + float32_t * pInlineBuffer); + + + /** + * @brief Instance structure for the Q31 DCT4/IDCT4 function. + */ + typedef struct + { + uint16_t N; /**< length of the DCT4. */ + uint16_t Nby2; /**< half of the length of the DCT4. */ + q31_t normalize; /**< normalizing factor. */ + const q31_t *pTwiddle; /**< points to the twiddle factor table. */ + const q31_t *pCosFactor; /**< points to the cosFactor table. */ + arm_rfft_instance_q31 *pRfft; /**< points to the real FFT instance. */ + arm_cfft_radix4_instance_q31 *pCfft; /**< points to the complex FFT instance. */ + } arm_dct4_instance_q31; + + + /** + * @brief Initialization function for the Q31 DCT4/IDCT4. + * @param[in,out] S points to an instance of Q31 DCT4/IDCT4 structure. + * @param[in] S_RFFT points to an instance of Q31 RFFT/RIFFT structure + * @param[in] S_CFFT points to an instance of Q31 CFFT/CIFFT structure + * @param[in] N length of the DCT4. + * @param[in] Nby2 half of the length of the DCT4. + * @param[in] normalize normalizing factor. + * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. + */ + arm_status arm_dct4_init_q31( + arm_dct4_instance_q31 * S, + arm_rfft_instance_q31 * S_RFFT, + arm_cfft_radix4_instance_q31 * S_CFFT, + uint16_t N, + uint16_t Nby2, + q31_t normalize); + + + /** + * @brief Processing function for the Q31 DCT4/IDCT4. + * @param[in] S points to an instance of the Q31 DCT4 structure. + * @param[in] pState points to state buffer. + * @param[in,out] pInlineBuffer points to the in-place input and output buffer. + */ + void arm_dct4_q31( + const arm_dct4_instance_q31 * S, + q31_t * pState, + q31_t * pInlineBuffer); + + + /** + * @brief Instance structure for the Q15 DCT4/IDCT4 function. + */ + typedef struct + { + uint16_t N; /**< length of the DCT4. */ + uint16_t Nby2; /**< half of the length of the DCT4. */ + q15_t normalize; /**< normalizing factor. */ + const q15_t *pTwiddle; /**< points to the twiddle factor table. */ + const q15_t *pCosFactor; /**< points to the cosFactor table. */ + arm_rfft_instance_q15 *pRfft; /**< points to the real FFT instance. */ + arm_cfft_radix4_instance_q15 *pCfft; /**< points to the complex FFT instance. */ + } arm_dct4_instance_q15; + + + /** + * @brief Initialization function for the Q15 DCT4/IDCT4. + * @param[in,out] S points to an instance of Q15 DCT4/IDCT4 structure. + * @param[in] S_RFFT points to an instance of Q15 RFFT/RIFFT structure. + * @param[in] S_CFFT points to an instance of Q15 CFFT/CIFFT structure. + * @param[in] N length of the DCT4. + * @param[in] Nby2 half of the length of the DCT4. + * @param[in] normalize normalizing factor. + * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. + */ + arm_status arm_dct4_init_q15( + arm_dct4_instance_q15 * S, + arm_rfft_instance_q15 * S_RFFT, + arm_cfft_radix4_instance_q15 * S_CFFT, + uint16_t N, + uint16_t Nby2, + q15_t normalize); + + + /** + * @brief Processing function for the Q15 DCT4/IDCT4. + * @param[in] S points to an instance of the Q15 DCT4 structure. + * @param[in] pState points to state buffer. + * @param[in,out] pInlineBuffer points to the in-place input and output buffer. + */ + void arm_dct4_q15( + const arm_dct4_instance_q15 * S, + q15_t * pState, + q15_t * pInlineBuffer); + + + /** + * @brief Floating-point vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q7 vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector addition. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_add_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Floating-point vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q7 vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector subtraction. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in each vector + */ + void arm_sub_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a floating-point vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scale scale factor to be applied + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_f32( + const float32_t * pSrc, + float32_t scale, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a Q7 vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scaleFract fractional portion of the scale value + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_q7( + const q7_t * pSrc, + q7_t scaleFract, + int8_t shift, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a Q15 vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scaleFract fractional portion of the scale value + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_q15( + const q15_t * pSrc, + q15_t scaleFract, + int8_t shift, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Multiplies a Q31 vector by a scalar. + * @param[in] pSrc points to the input vector + * @param[in] scaleFract fractional portion of the scale value + * @param[in] shift number of bits to shift the result by + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_scale_q31( + const q31_t * pSrc, + q31_t scaleFract, + int8_t shift, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q7 vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_q7( + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Floating-point vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q15 vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Q31 vector absolute value. + * @param[in] pSrc points to the input buffer + * @param[out] pDst points to the output buffer + * @param[in] blockSize number of samples in each vector + */ + void arm_abs_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Dot product of floating-point vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + uint32_t blockSize, + float32_t * result); + + + /** + * @brief Dot product of Q7 vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_q7( + const q7_t * pSrcA, + const q7_t * pSrcB, + uint32_t blockSize, + q31_t * result); + + + /** + * @brief Dot product of Q15 vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + uint32_t blockSize, + q63_t * result); + + + /** + * @brief Dot product of Q31 vectors. + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[out] result output result returned here + */ + void arm_dot_prod_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + uint32_t blockSize, + q63_t * result); + + + /** + * @brief Shifts the elements of a Q7 vector a specified number of bits. + * @param[in] pSrc points to the input vector + * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_shift_q7( + const q7_t * pSrc, + int8_t shiftBits, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Shifts the elements of a Q15 vector a specified number of bits. + * @param[in] pSrc points to the input vector + * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_shift_q15( + const q15_t * pSrc, + int8_t shiftBits, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Shifts the elements of a Q31 vector a specified number of bits. + * @param[in] pSrc points to the input vector + * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_shift_q31( + const q31_t * pSrc, + int8_t shiftBits, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a floating-point vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_f32( + const float32_t * pSrc, + float32_t offset, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a Q7 vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_q7( + const q7_t * pSrc, + q7_t offset, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a Q15 vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_q15( + const q15_t * pSrc, + q15_t offset, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Adds a constant offset to a Q31 vector. + * @param[in] pSrc points to the input vector + * @param[in] offset is the offset to be added + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_offset_q31( + const q31_t * pSrc, + q31_t offset, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a floating-point vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a Q7 vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_q7( + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a Q15 vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Negates the elements of a Q31 vector. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] blockSize number of samples in the vector + */ + void arm_negate_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a floating-point vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a Q7 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_q7( + const q7_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a Q15 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Copies the elements of a Q31 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_copy_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a floating-point vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_f32( + float32_t value, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a Q7 vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_q7( + q7_t value, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a Q15 vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_q15( + q15_t value, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Fills a constant value into a Q31 vector. + * @param[in] value input value to be filled + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_fill_q31( + q31_t value, + q31_t * pDst, + uint32_t blockSize); + + +/** + * @brief Convolution of floating-point sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. + */ + void arm_conv_f32( + const float32_t * pSrcA, + uint32_t srcALen, + const float32_t * pSrcB, + uint32_t srcBLen, + float32_t * pDst); + + + /** + * @brief Convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + */ + void arm_conv_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + +/** + * @brief Convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. + */ + void arm_conv_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + + /** + * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_fast_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + + /** + * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + */ + void arm_conv_fast_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Convolution of Q31 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + + /** + * @brief Convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_fast_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + + /** + * @brief Convolution of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). + */ + void arm_conv_opt_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Convolution of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. + */ + void arm_conv_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst); + + + /** + * @brief Partial convolution of floating-point sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_f32( + const float32_t * pSrcA, + uint32_t srcALen, + const float32_t * pSrcB, + uint32_t srcBLen, + float32_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Partial convolution of Q15 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_fast_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_fast_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + uint32_t firstIndex, + uint32_t numPoints, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Partial convolution of Q31 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_fast_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Partial convolution of Q7 sequences + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_opt_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + uint32_t firstIndex, + uint32_t numPoints, + q15_t * pScratch1, + q15_t * pScratch2); + + +/** + * @brief Partial convolution of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data + * @param[in] firstIndex is the first output sample to start with. + * @param[in] numPoints is the number of output points to be computed. + * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. + */ + arm_status arm_conv_partial_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + uint32_t firstIndex, + uint32_t numPoints); + + + /** + * @brief Instance structure for the Q15 FIR decimator. + */ + typedef struct + { + uint8_t M; /**< decimation factor. */ + uint16_t numTaps; /**< number of coefficients in the filter. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + } arm_fir_decimate_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR decimator. + */ + typedef struct + { + uint8_t M; /**< decimation factor. */ + uint16_t numTaps; /**< number of coefficients in the filter. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + } arm_fir_decimate_instance_q31; + +/** + @brief Instance structure for floating-point FIR decimator. + */ +typedef struct + { + uint8_t M; /**< decimation factor. */ + uint16_t numTaps; /**< number of coefficients in the filter. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + } arm_fir_decimate_instance_f32; + + +/** + @brief Processing function for floating-point FIR decimator. + @param[in] S points to an instance of the floating-point FIR decimator structure + @param[in] pSrc points to the block of input data + @param[out] pDst points to the block of output data + @param[in] blockSize number of samples to process + */ +void arm_fir_decimate_f32( + const arm_fir_decimate_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + +/** + @brief Initialization function for the floating-point FIR decimator. + @param[in,out] S points to an instance of the floating-point FIR decimator structure + @param[in] numTaps number of coefficients in the filter + @param[in] M decimation factor + @param[in] pCoeffs points to the filter coefficients + @param[in] pState points to the state buffer + @param[in] blockSize number of input samples to process per call + @return execution status + - \ref ARM_MATH_SUCCESS : Operation successful + - \ref ARM_MATH_LENGTH_ERROR : blockSize is not a multiple of M + */ +arm_status arm_fir_decimate_init_f32( + arm_fir_decimate_instance_f32 * S, + uint16_t numTaps, + uint8_t M, + const float32_t * pCoeffs, + float32_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 FIR decimator. + * @param[in] S points to an instance of the Q15 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_q15( + const arm_fir_decimate_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q15 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_fast_q15( + const arm_fir_decimate_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q15 FIR decimator. + * @param[in,out] S points to an instance of the Q15 FIR decimator structure. + * @param[in] numTaps number of coefficients in the filter. + * @param[in] M decimation factor. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * blockSize is not a multiple of M. + */ + arm_status arm_fir_decimate_init_q15( + arm_fir_decimate_instance_q15 * S, + uint16_t numTaps, + uint8_t M, + const q15_t * pCoeffs, + q15_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 FIR decimator. + * @param[in] S points to an instance of the Q31 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_q31( + const arm_fir_decimate_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + /** + * @brief Processing function for the Q31 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. + * @param[in] S points to an instance of the Q31 FIR decimator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_decimate_fast_q31( + const arm_fir_decimate_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 FIR decimator. + * @param[in,out] S points to an instance of the Q31 FIR decimator structure. + * @param[in] numTaps number of coefficients in the filter. + * @param[in] M decimation factor. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * blockSize is not a multiple of M. + */ + arm_status arm_fir_decimate_init_q31( + arm_fir_decimate_instance_q31 * S, + uint16_t numTaps, + uint8_t M, + const q31_t * pCoeffs, + q31_t * pState, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 FIR interpolator. + */ + typedef struct + { + uint8_t L; /**< upsample factor. */ + uint16_t phaseLength; /**< length of each polyphase filter component. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ + q15_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ + } arm_fir_interpolate_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR interpolator. + */ + typedef struct + { + uint8_t L; /**< upsample factor. */ + uint16_t phaseLength; /**< length of each polyphase filter component. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ + q31_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ + } arm_fir_interpolate_instance_q31; + + /** + * @brief Instance structure for the floating-point FIR interpolator. + */ + typedef struct + { + uint8_t L; /**< upsample factor. */ + uint16_t phaseLength; /**< length of each polyphase filter component. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ + float32_t *pState; /**< points to the state variable array. The array is of length phaseLength+numTaps-1. */ + } arm_fir_interpolate_instance_f32; + + + /** + * @brief Processing function for the Q15 FIR interpolator. + * @param[in] S points to an instance of the Q15 FIR interpolator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_interpolate_q15( + const arm_fir_interpolate_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q15 FIR interpolator. + * @param[in,out] S points to an instance of the Q15 FIR interpolator structure. + * @param[in] L upsample factor. + * @param[in] numTaps number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * the filter length numTaps is not a multiple of the interpolation factor L. + */ + arm_status arm_fir_interpolate_init_q15( + arm_fir_interpolate_instance_q15 * S, + uint8_t L, + uint16_t numTaps, + const q15_t * pCoeffs, + q15_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 FIR interpolator. + * @param[in] S points to an instance of the Q15 FIR interpolator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_interpolate_q31( + const arm_fir_interpolate_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 FIR interpolator. + * @param[in,out] S points to an instance of the Q31 FIR interpolator structure. + * @param[in] L upsample factor. + * @param[in] numTaps number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * the filter length numTaps is not a multiple of the interpolation factor L. + */ + arm_status arm_fir_interpolate_init_q31( + arm_fir_interpolate_instance_q31 * S, + uint8_t L, + uint16_t numTaps, + const q31_t * pCoeffs, + q31_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the floating-point FIR interpolator. + * @param[in] S points to an instance of the floating-point FIR interpolator structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_interpolate_f32( + const arm_fir_interpolate_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the floating-point FIR interpolator. + * @param[in,out] S points to an instance of the floating-point FIR interpolator structure. + * @param[in] L upsample factor. + * @param[in] numTaps number of filter coefficients in the filter. + * @param[in] pCoeffs points to the filter coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] blockSize number of input samples to process per call. + * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if + * the filter length numTaps is not a multiple of the interpolation factor L. + */ + arm_status arm_fir_interpolate_init_f32( + arm_fir_interpolate_instance_f32 * S, + uint8_t L, + uint16_t numTaps, + const float32_t * pCoeffs, + float32_t * pState, + uint32_t blockSize); + + + /** + * @brief Instance structure for the high precision Q31 Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + q63_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ + const q31_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + uint8_t postShift; /**< additional shift, in bits, applied to each output sample. */ + } arm_biquad_cas_df1_32x64_ins_q31; + + + /** + * @param[in] S points to an instance of the high precision Q31 Biquad cascade filter structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cas_df1_32x64_q31( + const arm_biquad_cas_df1_32x64_ins_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @param[in,out] S points to an instance of the high precision Q31 Biquad cascade filter structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] postShift shift to be applied to the output. Varies according to the coefficients format + */ + void arm_biquad_cas_df1_32x64_init_q31( + arm_biquad_cas_df1_32x64_ins_q31 * S, + uint8_t numStages, + const q31_t * pCoeffs, + q63_t * pState, + uint8_t postShift); + + + /** + * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float32_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ + const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_cascade_df2T_instance_f32; + + /** + * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float32_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ + const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_cascade_stereo_df2T_instance_f32; + + /** + * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. + */ + typedef struct + { + uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ + float64_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ + const float64_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ + } arm_biquad_cascade_df2T_instance_f64; + + + /** + * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in] S points to an instance of the filter data structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df2T_f32( + const arm_biquad_cascade_df2T_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. 2 channels + * @param[in] S points to an instance of the filter data structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_stereo_df2T_f32( + const arm_biquad_cascade_stereo_df2T_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in] S points to an instance of the filter data structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_biquad_cascade_df2T_f64( + const arm_biquad_cascade_df2T_instance_f64 * S, + const float64_t * pSrc, + float64_t * pDst, + uint32_t blockSize); + + +#if defined(ARM_MATH_NEON) +void arm_biquad_cascade_df2T_compute_coefs_f32( + arm_biquad_cascade_df2T_instance_f32 * S, + uint8_t numStages, + float32_t * pCoeffs); +#endif + /** + * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in,out] S points to an instance of the filter data structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + */ + void arm_biquad_cascade_df2T_init_f32( + arm_biquad_cascade_df2T_instance_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in,out] S points to an instance of the filter data structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + */ + void arm_biquad_cascade_stereo_df2T_init_f32( + arm_biquad_cascade_stereo_df2T_instance_f32 * S, + uint8_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. + * @param[in,out] S points to an instance of the filter data structure. + * @param[in] numStages number of 2nd order stages in the filter. + * @param[in] pCoeffs points to the filter coefficients. + * @param[in] pState points to the state buffer. + */ + void arm_biquad_cascade_df2T_init_f64( + arm_biquad_cascade_df2T_instance_f64 * S, + uint8_t numStages, + const float64_t * pCoeffs, + float64_t * pState); + + + /** + * @brief Instance structure for the Q15 FIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of filter stages. */ + q15_t *pState; /**< points to the state variable array. The array is of length numStages. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ + } arm_fir_lattice_instance_q15; + + /** + * @brief Instance structure for the Q31 FIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of filter stages. */ + q31_t *pState; /**< points to the state variable array. The array is of length numStages. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ + } arm_fir_lattice_instance_q31; + + /** + * @brief Instance structure for the floating-point FIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of filter stages. */ + float32_t *pState; /**< points to the state variable array. The array is of length numStages. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ + } arm_fir_lattice_instance_f32; + + + /** + * @brief Initialization function for the Q15 FIR lattice filter. + * @param[in] S points to an instance of the Q15 FIR lattice structure. + * @param[in] numStages number of filter stages. + * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. + * @param[in] pState points to the state buffer. The array is of length numStages. + */ + void arm_fir_lattice_init_q15( + arm_fir_lattice_instance_q15 * S, + uint16_t numStages, + const q15_t * pCoeffs, + q15_t * pState); + + + /** + * @brief Processing function for the Q15 FIR lattice filter. + * @param[in] S points to an instance of the Q15 FIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_fir_lattice_q15( + const arm_fir_lattice_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 FIR lattice filter. + * @param[in] S points to an instance of the Q31 FIR lattice structure. + * @param[in] numStages number of filter stages. + * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. + * @param[in] pState points to the state buffer. The array is of length numStages. + */ + void arm_fir_lattice_init_q31( + arm_fir_lattice_instance_q31 * S, + uint16_t numStages, + const q31_t * pCoeffs, + q31_t * pState); + + + /** + * @brief Processing function for the Q31 FIR lattice filter. + * @param[in] S points to an instance of the Q31 FIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_fir_lattice_q31( + const arm_fir_lattice_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + +/** + * @brief Initialization function for the floating-point FIR lattice filter. + * @param[in] S points to an instance of the floating-point FIR lattice structure. + * @param[in] numStages number of filter stages. + * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. + * @param[in] pState points to the state buffer. The array is of length numStages. + */ + void arm_fir_lattice_init_f32( + arm_fir_lattice_instance_f32 * S, + uint16_t numStages, + const float32_t * pCoeffs, + float32_t * pState); + + + /** + * @brief Processing function for the floating-point FIR lattice filter. + * @param[in] S points to an instance of the floating-point FIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] blockSize number of samples to process. + */ + void arm_fir_lattice_f32( + const arm_fir_lattice_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 IIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of stages in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ + q15_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ + q15_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ + } arm_iir_lattice_instance_q15; + + /** + * @brief Instance structure for the Q31 IIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of stages in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ + q31_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ + q31_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ + } arm_iir_lattice_instance_q31; + + /** + * @brief Instance structure for the floating-point IIR lattice filter. + */ + typedef struct + { + uint16_t numStages; /**< number of stages in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ + float32_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ + float32_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ + } arm_iir_lattice_instance_f32; + + + /** + * @brief Processing function for the floating-point IIR lattice filter. + * @param[in] S points to an instance of the floating-point IIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_f32( + const arm_iir_lattice_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the floating-point IIR lattice filter. + * @param[in] S points to an instance of the floating-point IIR lattice structure. + * @param[in] numStages number of stages in the filter. + * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. + * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. + * @param[in] pState points to the state buffer. The array is of length numStages+blockSize-1. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_init_f32( + arm_iir_lattice_instance_f32 * S, + uint16_t numStages, + float32_t * pkCoeffs, + float32_t * pvCoeffs, + float32_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 IIR lattice filter. + * @param[in] S points to an instance of the Q31 IIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_q31( + const arm_iir_lattice_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 IIR lattice filter. + * @param[in] S points to an instance of the Q31 IIR lattice structure. + * @param[in] numStages number of stages in the filter. + * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. + * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. + * @param[in] pState points to the state buffer. The array is of length numStages+blockSize. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_init_q31( + arm_iir_lattice_instance_q31 * S, + uint16_t numStages, + q31_t * pkCoeffs, + q31_t * pvCoeffs, + q31_t * pState, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 IIR lattice filter. + * @param[in] S points to an instance of the Q15 IIR lattice structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data. + * @param[in] blockSize number of samples to process. + */ + void arm_iir_lattice_q15( + const arm_iir_lattice_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + +/** + * @brief Initialization function for the Q15 IIR lattice filter. + * @param[in] S points to an instance of the fixed-point Q15 IIR lattice structure. + * @param[in] numStages number of stages in the filter. + * @param[in] pkCoeffs points to reflection coefficient buffer. The array is of length numStages. + * @param[in] pvCoeffs points to ladder coefficient buffer. The array is of length numStages+1. + * @param[in] pState points to state buffer. The array is of length numStages+blockSize. + * @param[in] blockSize number of samples to process per call. + */ + void arm_iir_lattice_init_q15( + arm_iir_lattice_instance_q15 * S, + uint16_t numStages, + q15_t * pkCoeffs, + q15_t * pvCoeffs, + q15_t * pState, + uint32_t blockSize); + + + /** + * @brief Instance structure for the floating-point LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + float32_t mu; /**< step size that controls filter coefficient updates. */ + } arm_lms_instance_f32; + + + /** + * @brief Processing function for floating-point LMS filter. + * @param[in] S points to an instance of the floating-point LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_f32( + const arm_lms_instance_f32 * S, + const float32_t * pSrc, + float32_t * pRef, + float32_t * pOut, + float32_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for floating-point LMS filter. + * @param[in] S points to an instance of the floating-point LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to the coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_init_f32( + arm_lms_instance_f32 * S, + uint16_t numTaps, + float32_t * pCoeffs, + float32_t * pState, + float32_t mu, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q15 LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q15_t mu; /**< step size that controls filter coefficient updates. */ + uint32_t postShift; /**< bit shift applied to coefficients. */ + } arm_lms_instance_q15; + + + /** + * @brief Initialization function for the Q15 LMS filter. + * @param[in] S points to an instance of the Q15 LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to the coefficient buffer. + * @param[in] pState points to the state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_init_q15( + arm_lms_instance_q15 * S, + uint16_t numTaps, + q15_t * pCoeffs, + q15_t * pState, + q15_t mu, + uint32_t blockSize, + uint32_t postShift); + + + /** + * @brief Processing function for Q15 LMS filter. + * @param[in] S points to an instance of the Q15 LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_q15( + const arm_lms_instance_q15 * S, + const q15_t * pSrc, + q15_t * pRef, + q15_t * pOut, + q15_t * pErr, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q31 LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q31_t mu; /**< step size that controls filter coefficient updates. */ + uint32_t postShift; /**< bit shift applied to coefficients. */ + } arm_lms_instance_q31; + + + /** + * @brief Processing function for Q31 LMS filter. + * @param[in] S points to an instance of the Q15 LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_q31( + const arm_lms_instance_q31 * S, + const q31_t * pSrc, + q31_t * pRef, + q31_t * pOut, + q31_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for Q31 LMS filter. + * @param[in] S points to an instance of the Q31 LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_init_q31( + arm_lms_instance_q31 * S, + uint16_t numTaps, + q31_t * pCoeffs, + q31_t * pState, + q31_t mu, + uint32_t blockSize, + uint32_t postShift); + + + /** + * @brief Instance structure for the floating-point normalized LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + float32_t mu; /**< step size that control filter coefficient updates. */ + float32_t energy; /**< saves previous frame energy. */ + float32_t x0; /**< saves previous input sample. */ + } arm_lms_norm_instance_f32; + + + /** + * @brief Processing function for floating-point normalized LMS filter. + * @param[in] S points to an instance of the floating-point normalized LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_f32( + arm_lms_norm_instance_f32 * S, + const float32_t * pSrc, + float32_t * pRef, + float32_t * pOut, + float32_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for floating-point normalized LMS filter. + * @param[in] S points to an instance of the floating-point LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_init_f32( + arm_lms_norm_instance_f32 * S, + uint16_t numTaps, + float32_t * pCoeffs, + float32_t * pState, + float32_t mu, + uint32_t blockSize); + + + /** + * @brief Instance structure for the Q31 normalized LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q31_t mu; /**< step size that controls filter coefficient updates. */ + uint8_t postShift; /**< bit shift applied to coefficients. */ + const q31_t *recipTable; /**< points to the reciprocal initial value table. */ + q31_t energy; /**< saves previous frame energy. */ + q31_t x0; /**< saves previous input sample. */ + } arm_lms_norm_instance_q31; + + + /** + * @brief Processing function for Q31 normalized LMS filter. + * @param[in] S points to an instance of the Q31 normalized LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_q31( + arm_lms_norm_instance_q31 * S, + const q31_t * pSrc, + q31_t * pRef, + q31_t * pOut, + q31_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for Q31 normalized LMS filter. + * @param[in] S points to an instance of the Q31 normalized LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_norm_init_q31( + arm_lms_norm_instance_q31 * S, + uint16_t numTaps, + q31_t * pCoeffs, + q31_t * pState, + q31_t mu, + uint32_t blockSize, + uint8_t postShift); + + + /** + * @brief Instance structure for the Q15 normalized LMS filter. + */ + typedef struct + { + uint16_t numTaps; /**< Number of coefficients in the filter. */ + q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ + q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ + q15_t mu; /**< step size that controls filter coefficient updates. */ + uint8_t postShift; /**< bit shift applied to coefficients. */ + const q15_t *recipTable; /**< Points to the reciprocal initial value table. */ + q15_t energy; /**< saves previous frame energy. */ + q15_t x0; /**< saves previous input sample. */ + } arm_lms_norm_instance_q15; + + + /** + * @brief Processing function for Q15 normalized LMS filter. + * @param[in] S points to an instance of the Q15 normalized LMS filter structure. + * @param[in] pSrc points to the block of input data. + * @param[in] pRef points to the block of reference data. + * @param[out] pOut points to the block of output data. + * @param[out] pErr points to the block of error data. + * @param[in] blockSize number of samples to process. + */ + void arm_lms_norm_q15( + arm_lms_norm_instance_q15 * S, + const q15_t * pSrc, + q15_t * pRef, + q15_t * pOut, + q15_t * pErr, + uint32_t blockSize); + + + /** + * @brief Initialization function for Q15 normalized LMS filter. + * @param[in] S points to an instance of the Q15 normalized LMS filter structure. + * @param[in] numTaps number of filter coefficients. + * @param[in] pCoeffs points to coefficient buffer. + * @param[in] pState points to state buffer. + * @param[in] mu step size that controls filter coefficient updates. + * @param[in] blockSize number of samples to process. + * @param[in] postShift bit shift applied to coefficients. + */ + void arm_lms_norm_init_q15( + arm_lms_norm_instance_q15 * S, + uint16_t numTaps, + q15_t * pCoeffs, + q15_t * pState, + q15_t mu, + uint32_t blockSize, + uint8_t postShift); + + + /** + * @brief Correlation of floating-point sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_f32( + const float32_t * pSrcA, + uint32_t srcALen, + const float32_t * pSrcB, + uint32_t srcBLen, + float32_t * pDst); + + +/** + @brief Correlation of Q15 sequences + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. +*/ +void arm_correlate_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch); + + +/** + @brief Correlation of Q15 sequences. + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + +/** + @brief Correlation of Q15 sequences (fast version). + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the location where the output result is written. Length 2 * max(srcALen, srcBLen) - 1. + @return none + */ +void arm_correlate_fast_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst); + + +/** + @brief Correlation of Q15 sequences (fast version). + @param[in] pSrcA points to the first input sequence. + @param[in] srcALen length of the first input sequence. + @param[in] pSrcB points to the second input sequence. + @param[in] srcBLen length of the second input sequence. + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + */ +void arm_correlate_fast_opt_q15( + const q15_t * pSrcA, + uint32_t srcALen, + const q15_t * pSrcB, + uint32_t srcBLen, + q15_t * pDst, + q15_t * pScratch); + + + /** + * @brief Correlation of Q31 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + +/** + @brief Correlation of Q31 sequences (fast version). + @param[in] pSrcA points to the first input sequence + @param[in] srcALen length of the first input sequence + @param[in] pSrcB points to the second input sequence + @param[in] srcBLen length of the second input sequence + @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ +void arm_correlate_fast_q31( + const q31_t * pSrcA, + uint32_t srcALen, + const q31_t * pSrcB, + uint32_t srcBLen, + q31_t * pDst); + + + /** + * @brief Correlation of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. + * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). + */ + void arm_correlate_opt_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst, + q15_t * pScratch1, + q15_t * pScratch2); + + + /** + * @brief Correlation of Q7 sequences. + * @param[in] pSrcA points to the first input sequence. + * @param[in] srcALen length of the first input sequence. + * @param[in] pSrcB points to the second input sequence. + * @param[in] srcBLen length of the second input sequence. + * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. + */ + void arm_correlate_q7( + const q7_t * pSrcA, + uint32_t srcALen, + const q7_t * pSrcB, + uint32_t srcBLen, + q7_t * pDst); + + + /** + * @brief Instance structure for the floating-point sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + float32_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_f32; + + /** + * @brief Instance structure for the Q31 sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + q31_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_q31; + + /** + * @brief Instance structure for the Q15 sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + q15_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_q15; + + /** + * @brief Instance structure for the Q7 sparse FIR filter. + */ + typedef struct + { + uint16_t numTaps; /**< number of coefficients in the filter. */ + uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ + q7_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ + const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ + uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ + int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ + } arm_fir_sparse_instance_q7; + + + /** + * @brief Processing function for the floating-point sparse FIR filter. + * @param[in] S points to an instance of the floating-point sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_f32( + arm_fir_sparse_instance_f32 * S, + const float32_t * pSrc, + float32_t * pDst, + float32_t * pScratchIn, + uint32_t blockSize); + + + /** + * @brief Initialization function for the floating-point sparse FIR filter. + * @param[in,out] S points to an instance of the floating-point sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_f32( + arm_fir_sparse_instance_f32 * S, + uint16_t numTaps, + const float32_t * pCoeffs, + float32_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q31 sparse FIR filter. + * @param[in] S points to an instance of the Q31 sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_q31( + arm_fir_sparse_instance_q31 * S, + const q31_t * pSrc, + q31_t * pDst, + q31_t * pScratchIn, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q31 sparse FIR filter. + * @param[in,out] S points to an instance of the Q31 sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_q31( + arm_fir_sparse_instance_q31 * S, + uint16_t numTaps, + const q31_t * pCoeffs, + q31_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q15 sparse FIR filter. + * @param[in] S points to an instance of the Q15 sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] pScratchOut points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_q15( + arm_fir_sparse_instance_q15 * S, + const q15_t * pSrc, + q15_t * pDst, + q15_t * pScratchIn, + q31_t * pScratchOut, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q15 sparse FIR filter. + * @param[in,out] S points to an instance of the Q15 sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_q15( + arm_fir_sparse_instance_q15 * S, + uint16_t numTaps, + const q15_t * pCoeffs, + q15_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Processing function for the Q7 sparse FIR filter. + * @param[in] S points to an instance of the Q7 sparse FIR structure. + * @param[in] pSrc points to the block of input data. + * @param[out] pDst points to the block of output data + * @param[in] pScratchIn points to a temporary buffer of size blockSize. + * @param[in] pScratchOut points to a temporary buffer of size blockSize. + * @param[in] blockSize number of input samples to process per call. + */ + void arm_fir_sparse_q7( + arm_fir_sparse_instance_q7 * S, + const q7_t * pSrc, + q7_t * pDst, + q7_t * pScratchIn, + q31_t * pScratchOut, + uint32_t blockSize); + + + /** + * @brief Initialization function for the Q7 sparse FIR filter. + * @param[in,out] S points to an instance of the Q7 sparse FIR structure. + * @param[in] numTaps number of nonzero coefficients in the filter. + * @param[in] pCoeffs points to the array of filter coefficients. + * @param[in] pState points to the state buffer. + * @param[in] pTapDelay points to the array of offset times. + * @param[in] maxDelay maximum offset time supported. + * @param[in] blockSize number of samples that will be processed per block. + */ + void arm_fir_sparse_init_q7( + arm_fir_sparse_instance_q7 * S, + uint16_t numTaps, + const q7_t * pCoeffs, + q7_t * pState, + int32_t * pTapDelay, + uint16_t maxDelay, + uint32_t blockSize); + + + /** + * @brief Floating-point sin_cos function. + * @param[in] theta input value in degrees + * @param[out] pSinVal points to the processed sine output. + * @param[out] pCosVal points to the processed cos output. + */ + void arm_sin_cos_f32( + float32_t theta, + float32_t * pSinVal, + float32_t * pCosVal); + + + /** + * @brief Q31 sin_cos function. + * @param[in] theta scaled input value in degrees + * @param[out] pSinVal points to the processed sine output. + * @param[out] pCosVal points to the processed cosine output. + */ + void arm_sin_cos_q31( + q31_t theta, + q31_t * pSinVal, + q31_t * pCosVal); + + + /** + * @brief Floating-point complex conjugate. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_conj_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t numSamples); + + /** + * @brief Q31 complex conjugate. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_conj_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex conjugate. + * @param[in] pSrc points to the input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_conj_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @brief Floating-point complex magnitude squared + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_squared_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex magnitude squared + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_squared_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex magnitude squared + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_squared_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @ingroup groupController + */ + + /** + * @defgroup PID PID Motor Control + * + * A Proportional Integral Derivative (PID) controller is a generic feedback control + * loop mechanism widely used in industrial control systems. + * A PID controller is the most commonly used type of feedback controller. + * + * This set of functions implements (PID) controllers + * for Q15, Q31, and floating-point data types. The functions operate on a single sample + * of data and each call to the function returns a single processed value. + * S points to an instance of the PID control data structure. in + * is the input sample value. The functions return the output value. + * + * \par Algorithm: + * 
      +   *    y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2]
+   *    A0 = Kp + Ki + Kd
+   *    A1 = (-Kp ) - (2 * Kd )
+   *    A2 = Kd
+   *
      + * + * \par + * where \c Kp is proportional constant, \c Ki is Integral constant and \c Kd is Derivative constant + * + * \par + * \image html PID.gif "Proportional Integral Derivative Controller" + * + * \par + * The PID controller calculates an "error" value as the difference between + * the measured output and the reference input. + * The controller attempts to minimize the error by adjusting the process control inputs. + * The proportional value determines the reaction to the current error, + * the integral value determines the reaction based on the sum of recent errors, + * and the derivative value determines the reaction based on the rate at which the error has been changing. + * + * \par Instance Structure + * The Gains A0, A1, A2 and state variables for a PID controller are stored together in an instance data structure. + * A separate instance structure must be defined for each PID Controller. + * There are separate instance structure declarations for each of the 3 supported data types. + * + * \par Reset Functions + * There is also an associated reset function for each data type which clears the state array. + * + * \par Initialization Functions + * There is also an associated initialization function for each data type. + * The initialization function performs the following operations: + * - Initializes the Gains A0, A1, A2 from Kp,Ki, Kd gains. + * - Zeros out the values in the state buffer. + * + * \par + * Instance structure cannot be placed into a const data section and it is recommended to use the initialization function. + * + * \par Fixed-Point Behavior + * Care must be taken when using the fixed-point versions of the PID Controller functions. + * In particular, the overflow and saturation behavior of the accumulator used in each function must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup PID + * @{ + */ + + /** + * @brief Process function for the floating-point PID Control. + * @param[in,out] S is an instance of the floating-point PID Control structure + * @param[in] in input sample to process + * @return processed output sample. + */ + __STATIC_FORCEINLINE float32_t arm_pid_f32( + arm_pid_instance_f32 * S, + float32_t in) + { + float32_t out; + + /* y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2] */ + out = (S->A0 * in) + + (S->A1 * S->state[0]) + (S->A2 * S->state[1]) + (S->state[2]); + + /* Update state */ + S->state[1] = S->state[0]; + S->state[0] = in; + S->state[2] = out; + + /* return to application */ + return (out); + + } + +/** + @brief Process function for the Q31 PID Control. + @param[in,out] S points to an instance of the Q31 PID Control structure + @param[in] in input sample to process + @return processed output sample. + + \par Scaling and Overflow Behavior + The function is implemented using an internal 64-bit accumulator. + The accumulator has a 2.62 format and maintains full precision of the intermediate multiplication results but provides only a single guard bit. + Thus, if the accumulator result overflows it wraps around rather than clip. + In order to avoid overflows completely the input signal must be scaled down by 2 bits as there are four additions. + After all multiply-accumulates are performed, the 2.62 accumulator is truncated to 1.32 format and then saturated to 1.31 format. + */ +__STATIC_FORCEINLINE q31_t arm_pid_q31( + arm_pid_instance_q31 * S, + q31_t in) + { + q63_t acc; + q31_t out; + + /* acc = A0 * x[n] */ + acc = (q63_t) S->A0 * in; + + /* acc += A1 * x[n-1] */ + acc += (q63_t) S->A1 * S->state[0]; + + /* acc += A2 * x[n-2] */ + acc += (q63_t) S->A2 * S->state[1]; + + /* convert output to 1.31 format to add y[n-1] */ + out = (q31_t) (acc >> 31U); + + /* out += y[n-1] */ + out += S->state[2]; + + /* Update state */ + S->state[1] = S->state[0]; + S->state[0] = in; + S->state[2] = out; + + /* return to application */ + return (out); + } + + +/** + @brief Process function for the Q15 PID Control. + @param[in,out] S points to an instance of the Q15 PID Control structure + @param[in] in input sample to process + @return processed output sample. + + \par Scaling and Overflow Behavior + The function is implemented using a 64-bit internal accumulator. + Both Gains and state variables are represented in 1.15 format and multiplications yield a 2.30 result. + The 2.30 intermediate results are accumulated in a 64-bit accumulator in 34.30 format. + There is no risk of internal overflow with this approach and the full precision of intermediate multiplications is preserved. + After all additions have been performed, the accumulator is truncated to 34.15 format by discarding low 15 bits. + Lastly, the accumulator is saturated to yield a result in 1.15 format. + */ +__STATIC_FORCEINLINE q15_t arm_pid_q15( + arm_pid_instance_q15 * S, + q15_t in) + { + q63_t acc; + q15_t out; + +#if defined (ARM_MATH_DSP) + /* Implementation of PID controller */ + + /* acc = A0 * x[n] */ + acc = (q31_t) __SMUAD((uint32_t)S->A0, (uint32_t)in); + + /* acc += A1 * x[n-1] + A2 * x[n-2] */ + acc = (q63_t)__SMLALD((uint32_t)S->A1, (uint32_t)read_q15x2 (S->state), (uint64_t)acc); +#else + /* acc = A0 * x[n] */ + acc = ((q31_t) S->A0) * in; + + /* acc += A1 * x[n-1] + A2 * x[n-2] */ + acc += (q31_t) S->A1 * S->state[0]; + acc += (q31_t) S->A2 * S->state[1]; +#endif + + /* acc += y[n-1] */ + acc += (q31_t) S->state[2] << 15; + + /* saturate the output */ + out = (q15_t) (__SSAT((q31_t)(acc >> 15), 16)); + + /* Update state */ + S->state[1] = S->state[0]; + S->state[0] = in; + S->state[2] = out; + + /* return to application */ + return (out); + } + + /** + * @} end of PID group + */ + + + /** + * @brief Floating-point matrix inverse. + * @param[in] src points to the instance of the input floating-point matrix structure. + * @param[out] dst points to the instance of the output floating-point matrix structure. + * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. + * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. + */ + arm_status arm_mat_inverse_f32( + const arm_matrix_instance_f32 * src, + arm_matrix_instance_f32 * dst); + + + /** + * @brief Floating-point matrix inverse. + * @param[in] src points to the instance of the input floating-point matrix structure. + * @param[out] dst points to the instance of the output floating-point matrix structure. + * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. + * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. + */ + arm_status arm_mat_inverse_f64( + const arm_matrix_instance_f64 * src, + arm_matrix_instance_f64 * dst); + + + + /** + * @ingroup groupController + */ + + /** + * @defgroup clarke Vector Clarke Transform + * Forward Clarke transform converts the instantaneous stator phases into a two-coordinate time invariant vector. + * Generally the Clarke transform uses three-phase currents Ia, Ib and Ic to calculate currents + * in the two-phase orthogonal stator axis Ialpha and Ibeta. + * When Ialpha is superposed with Ia as shown in the figure below + * \image html clarke.gif Stator current space vector and its components in (a,b). + * and Ia + Ib + Ic = 0, in this condition Ialpha and Ibeta + * can be calculated using only Ia and Ib. + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html clarkeFormula.gif + * where Ia and Ib are the instantaneous stator phases and + * pIalpha and pIbeta are the two coordinates of time invariant vector. + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Clarke transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup clarke + * @{ + */ + + /** + * + * @brief Floating-point Clarke transform + * @param[in] Ia input three-phase coordinate a + * @param[in] Ib input three-phase coordinate b + * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + * @param[out] pIbeta points to output two-phase orthogonal vector axis beta + * @return none + */ + __STATIC_FORCEINLINE void arm_clarke_f32( + float32_t Ia, + float32_t Ib, + float32_t * pIalpha, + float32_t * pIbeta) + { + /* Calculate pIalpha using the equation, pIalpha = Ia */ + *pIalpha = Ia; + + /* Calculate pIbeta using the equation, pIbeta = (1/sqrt(3)) * Ia + (2/sqrt(3)) * Ib */ + *pIbeta = ((float32_t) 0.57735026919 * Ia + (float32_t) 1.15470053838 * Ib); + } + + +/** + @brief Clarke transform for Q31 version + @param[in] Ia input three-phase coordinate a + @param[in] Ib input three-phase coordinate b + @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + @param[out] pIbeta points to output two-phase orthogonal vector axis beta + @return none + + \par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the addition, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_clarke_q31( + q31_t Ia, + q31_t Ib, + q31_t * pIalpha, + q31_t * pIbeta) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + + /* Calculating pIalpha from Ia by equation pIalpha = Ia */ + *pIalpha = Ia; + + /* Intermediate product is calculated by (1/(sqrt(3)) * Ia) */ + product1 = (q31_t) (((q63_t) Ia * 0x24F34E8B) >> 30); + + /* Intermediate product is calculated by (2/sqrt(3) * Ib) */ + product2 = (q31_t) (((q63_t) Ib * 0x49E69D16) >> 30); + + /* pIbeta is calculated by adding the intermediate products */ + *pIbeta = __QADD(product1, product2); + } + + /** + * @} end of clarke group + */ + + + /** + * @ingroup groupController + */ + + /** + * @defgroup inv_clarke Vector Inverse Clarke Transform + * Inverse Clarke transform converts the two-coordinate time invariant vector into instantaneous stator phases. + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html clarkeInvFormula.gif + * where pIa and pIb are the instantaneous stator phases and + * Ialpha and Ibeta are the two coordinates of time invariant vector. + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Clarke transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup inv_clarke + * @{ + */ + + /** + * @brief Floating-point Inverse Clarke transform + * @param[in] Ialpha input two-phase orthogonal vector axis alpha + * @param[in] Ibeta input two-phase orthogonal vector axis beta + * @param[out] pIa points to output three-phase coordinate a + * @param[out] pIb points to output three-phase coordinate b + * @return none + */ + __STATIC_FORCEINLINE void arm_inv_clarke_f32( + float32_t Ialpha, + float32_t Ibeta, + float32_t * pIa, + float32_t * pIb) + { + /* Calculating pIa from Ialpha by equation pIa = Ialpha */ + *pIa = Ialpha; + + /* Calculating pIb from Ialpha and Ibeta by equation pIb = -(1/2) * Ialpha + (sqrt(3)/2) * Ibeta */ + *pIb = -0.5f * Ialpha + 0.8660254039f * Ibeta; + } + + +/** + @brief Inverse Clarke transform for Q31 version + @param[in] Ialpha input two-phase orthogonal vector axis alpha + @param[in] Ibeta input two-phase orthogonal vector axis beta + @param[out] pIa points to output three-phase coordinate a + @param[out] pIb points to output three-phase coordinate b + @return none + + \par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the subtraction, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_inv_clarke_q31( + q31_t Ialpha, + q31_t Ibeta, + q31_t * pIa, + q31_t * pIb) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + + /* Calculating pIa from Ialpha by equation pIa = Ialpha */ + *pIa = Ialpha; + + /* Intermediate product is calculated by (1/(2*sqrt(3)) * Ia) */ + product1 = (q31_t) (((q63_t) (Ialpha) * (0x40000000)) >> 31); + + /* Intermediate product is calculated by (1/sqrt(3) * pIb) */ + product2 = (q31_t) (((q63_t) (Ibeta) * (0x6ED9EBA1)) >> 31); + + /* pIb is calculated by subtracting the products */ + *pIb = __QSUB(product2, product1); + } + + /** + * @} end of inv_clarke group + */ + + + + /** + * @ingroup groupController + */ + + /** + * @defgroup park Vector Park Transform + * + * Forward Park transform converts the input two-coordinate vector to flux and torque components. + * The Park transform can be used to realize the transformation of the Ialpha and the Ibeta currents + * from the stationary to the moving reference frame and control the spatial relationship between + * the stator vector current and rotor flux vector. + * If we consider the d axis aligned with the rotor flux, the diagram below shows the + * current vector and the relationship from the two reference frames: + * \image html park.gif "Stator current space vector and its component in (a,b) and in the d,q rotating reference frame" + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html parkFormula.gif + * where Ialpha and Ibeta are the stator vector components, + * pId and pIq are rotor vector components and cosVal and sinVal are the + * cosine and sine values of theta (rotor flux position). + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Park transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup park + * @{ + */ + + /** + * @brief Floating-point Park transform + * @param[in] Ialpha input two-phase vector coordinate alpha + * @param[in] Ibeta input two-phase vector coordinate beta + * @param[out] pId points to output rotor reference frame d + * @param[out] pIq points to output rotor reference frame q + * @param[in] sinVal sine value of rotation angle theta + * @param[in] cosVal cosine value of rotation angle theta + * @return none + * + * The function implements the forward Park transform. + * + */ + __STATIC_FORCEINLINE void arm_park_f32( + float32_t Ialpha, + float32_t Ibeta, + float32_t * pId, + float32_t * pIq, + float32_t sinVal, + float32_t cosVal) + { + /* Calculate pId using the equation, pId = Ialpha * cosVal + Ibeta * sinVal */ + *pId = Ialpha * cosVal + Ibeta * sinVal; + + /* Calculate pIq using the equation, pIq = - Ialpha * sinVal + Ibeta * cosVal */ + *pIq = -Ialpha * sinVal + Ibeta * cosVal; + } + + +/** + @brief Park transform for Q31 version + @param[in] Ialpha input two-phase vector coordinate alpha + @param[in] Ibeta input two-phase vector coordinate beta + @param[out] pId points to output rotor reference frame d + @param[out] pIq points to output rotor reference frame q + @param[in] sinVal sine value of rotation angle theta + @param[in] cosVal cosine value of rotation angle theta + @return none + + \par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the addition and subtraction, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_park_q31( + q31_t Ialpha, + q31_t Ibeta, + q31_t * pId, + q31_t * pIq, + q31_t sinVal, + q31_t cosVal) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + q31_t product3, product4; /* Temporary variables used to store intermediate results */ + + /* Intermediate product is calculated by (Ialpha * cosVal) */ + product1 = (q31_t) (((q63_t) (Ialpha) * (cosVal)) >> 31); + + /* Intermediate product is calculated by (Ibeta * sinVal) */ + product2 = (q31_t) (((q63_t) (Ibeta) * (sinVal)) >> 31); + + + /* Intermediate product is calculated by (Ialpha * sinVal) */ + product3 = (q31_t) (((q63_t) (Ialpha) * (sinVal)) >> 31); + + /* Intermediate product is calculated by (Ibeta * cosVal) */ + product4 = (q31_t) (((q63_t) (Ibeta) * (cosVal)) >> 31); + + /* Calculate pId by adding the two intermediate products 1 and 2 */ + *pId = __QADD(product1, product2); + + /* Calculate pIq by subtracting the two intermediate products 3 from 4 */ + *pIq = __QSUB(product4, product3); + } + + /** + * @} end of park group + */ + + + /** + * @ingroup groupController + */ + + /** + * @defgroup inv_park Vector Inverse Park transform + * Inverse Park transform converts the input flux and torque components to two-coordinate vector. + * + * The function operates on a single sample of data and each call to the function returns the processed output. + * The library provides separate functions for Q31 and floating-point data types. + * \par Algorithm + * \image html parkInvFormula.gif + * where pIalpha and pIbeta are the stator vector components, + * Id and Iq are rotor vector components and cosVal and sinVal are the + * cosine and sine values of theta (rotor flux position). + * \par Fixed-Point Behavior + * Care must be taken when using the Q31 version of the Park transform. + * In particular, the overflow and saturation behavior of the accumulator used must be considered. + * Refer to the function specific documentation below for usage guidelines. + */ + + /** + * @addtogroup inv_park + * @{ + */ + + /** + * @brief Floating-point Inverse Park transform + * @param[in] Id input coordinate of rotor reference frame d + * @param[in] Iq input coordinate of rotor reference frame q + * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + * @param[out] pIbeta points to output two-phase orthogonal vector axis beta + * @param[in] sinVal sine value of rotation angle theta + * @param[in] cosVal cosine value of rotation angle theta + * @return none + */ + __STATIC_FORCEINLINE void arm_inv_park_f32( + float32_t Id, + float32_t Iq, + float32_t * pIalpha, + float32_t * pIbeta, + float32_t sinVal, + float32_t cosVal) + { + /* Calculate pIalpha using the equation, pIalpha = Id * cosVal - Iq * sinVal */ + *pIalpha = Id * cosVal - Iq * sinVal; + + /* Calculate pIbeta using the equation, pIbeta = Id * sinVal + Iq * cosVal */ + *pIbeta = Id * sinVal + Iq * cosVal; + } + + +/** + @brief Inverse Park transform for Q31 version + @param[in] Id input coordinate of rotor reference frame d + @param[in] Iq input coordinate of rotor reference frame q + @param[out] pIalpha points to output two-phase orthogonal vector axis alpha + @param[out] pIbeta points to output two-phase orthogonal vector axis beta + @param[in] sinVal sine value of rotation angle theta + @param[in] cosVal cosine value of rotation angle theta + @return none + + @par Scaling and Overflow Behavior + The function is implemented using an internal 32-bit accumulator. + The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. + There is saturation on the addition, hence there is no risk of overflow. + */ +__STATIC_FORCEINLINE void arm_inv_park_q31( + q31_t Id, + q31_t Iq, + q31_t * pIalpha, + q31_t * pIbeta, + q31_t sinVal, + q31_t cosVal) + { + q31_t product1, product2; /* Temporary variables used to store intermediate results */ + q31_t product3, product4; /* Temporary variables used to store intermediate results */ + + /* Intermediate product is calculated by (Id * cosVal) */ + product1 = (q31_t) (((q63_t) (Id) * (cosVal)) >> 31); + + /* Intermediate product is calculated by (Iq * sinVal) */ + product2 = (q31_t) (((q63_t) (Iq) * (sinVal)) >> 31); + + + /* Intermediate product is calculated by (Id * sinVal) */ + product3 = (q31_t) (((q63_t) (Id) * (sinVal)) >> 31); + + /* Intermediate product is calculated by (Iq * cosVal) */ + product4 = (q31_t) (((q63_t) (Iq) * (cosVal)) >> 31); + + /* Calculate pIalpha by using the two intermediate products 1 and 2 */ + *pIalpha = __QSUB(product1, product2); + + /* Calculate pIbeta by using the two intermediate products 3 and 4 */ + *pIbeta = __QADD(product4, product3); + } + + /** + * @} end of Inverse park group + */ + + + /** + * @ingroup groupInterpolation + */ + + /** + * @defgroup LinearInterpolate Linear Interpolation + * + * Linear interpolation is a method of curve fitting using linear polynomials. + * Linear interpolation works by effectively drawing a straight line between two neighboring samples and returning the appropriate point along that line + * + * \par + * \image html LinearInterp.gif "Linear interpolation" + * + * \par + * A Linear Interpolate function calculates an output value(y), for the input(x) + * using linear interpolation of the input values x0, x1( nearest input values) and the output values y0 and y1(nearest output values) + * + * \par Algorithm: + * 
      +   *       y = y0 + (x - x0) * ((y1 - y0)/(x1-x0))
+   *       where x0, x1 are nearest values of input x
+   *             y0, y1 are nearest values to output y
+   *
      + * + * \par + * This set of functions implements Linear interpolation process + * for Q7, Q15, Q31, and floating-point data types. The functions operate on a single + * sample of data and each call to the function returns a single processed value. + * S points to an instance of the Linear Interpolate function data structure. + * x is the input sample value. The functions returns the output value. + * + * \par + * if x is outside of the table boundary, Linear interpolation returns first value of the table + * if x is below input range and returns last value of table if x is above range. + */ + + /** + * @addtogroup LinearInterpolate + * @{ + */ + + /** + * @brief Process function for the floating-point Linear Interpolation Function. + * @param[in,out] S is an instance of the floating-point Linear Interpolation structure + * @param[in] x input sample to process + * @return y processed output sample. + * + */ + __STATIC_FORCEINLINE float32_t arm_linear_interp_f32( + arm_linear_interp_instance_f32 * S, + float32_t x) + { + float32_t y; + float32_t x0, x1; /* Nearest input values */ + float32_t y0, y1; /* Nearest output values */ + float32_t xSpacing = S->xSpacing; /* spacing between input values */ + int32_t i; /* Index variable */ + float32_t *pYData = S->pYData; /* pointer to output table */ + + /* Calculation of index */ + i = (int32_t) ((x - S->x1) / xSpacing); + + if (i < 0) + { + /* Iniatilize output for below specified range as least output value of table */ + y = pYData[0]; + } + else if ((uint32_t)i >= (S->nValues - 1)) + { + /* Iniatilize output for above specified range as last output value of table */ + y = pYData[S->nValues - 1]; + } + else + { + /* Calculation of nearest input values */ + x0 = S->x1 + i * xSpacing; + x1 = S->x1 + (i + 1) * xSpacing; + + /* Read of nearest output values */ + y0 = pYData[i]; + y1 = pYData[i + 1]; + + /* Calculation of output */ + y = y0 + (x - x0) * ((y1 - y0) / (x1 - x0)); + + } + + /* returns output value */ + return (y); + } + + + /** + * + * @brief Process function for the Q31 Linear Interpolation Function. + * @param[in] pYData pointer to Q31 Linear Interpolation table + * @param[in] x input sample to process + * @param[in] nValues number of table values + * @return y processed output sample. + * + * \par + * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. + * This function can support maximum of table size 2^12. + * + */ + __STATIC_FORCEINLINE q31_t arm_linear_interp_q31( + q31_t * pYData, + q31_t x, + uint32_t nValues) + { + q31_t y; /* output */ + q31_t y0, y1; /* Nearest output values */ + q31_t fract; /* fractional part */ + int32_t index; /* Index to read nearest output values */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + index = ((x & (q31_t)0xFFF00000) >> 20); + + if (index >= (int32_t)(nValues - 1)) + { + return (pYData[nValues - 1]); + } + else if (index < 0) + { + return (pYData[0]); + } + else + { + /* 20 bits for the fractional part */ + /* shift left by 11 to keep fract in 1.31 format */ + fract = (x & 0x000FFFFF) << 11; + + /* Read two nearest output values from the index in 1.31(q31) format */ + y0 = pYData[index]; + y1 = pYData[index + 1]; + + /* Calculation of y0 * (1-fract) and y is in 2.30 format */ + y = ((q31_t) ((q63_t) y0 * (0x7FFFFFFF - fract) >> 32)); + + /* Calculation of y0 * (1-fract) + y1 *fract and y is in 2.30 format */ + y += ((q31_t) (((q63_t) y1 * fract) >> 32)); + + /* Convert y to 1.31 format */ + return (y << 1U); + } + } + + + /** + * + * @brief Process function for the Q15 Linear Interpolation Function. + * @param[in] pYData pointer to Q15 Linear Interpolation table + * @param[in] x input sample to process + * @param[in] nValues number of table values + * @return y processed output sample. + * + * \par + * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. + * This function can support maximum of table size 2^12. + * + */ + __STATIC_FORCEINLINE q15_t arm_linear_interp_q15( + q15_t * pYData, + q31_t x, + uint32_t nValues) + { + q63_t y; /* output */ + q15_t y0, y1; /* Nearest output values */ + q31_t fract; /* fractional part */ + int32_t index; /* Index to read nearest output values */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + index = ((x & (int32_t)0xFFF00000) >> 20); + + if (index >= (int32_t)(nValues - 1)) + { + return (pYData[nValues - 1]); + } + else if (index < 0) + { + return (pYData[0]); + } + else + { + /* 20 bits for the fractional part */ + /* fract is in 12.20 format */ + fract = (x & 0x000FFFFF); + + /* Read two nearest output values from the index */ + y0 = pYData[index]; + y1 = pYData[index + 1]; + + /* Calculation of y0 * (1-fract) and y is in 13.35 format */ + y = ((q63_t) y0 * (0xFFFFF - fract)); + + /* Calculation of (y0 * (1-fract) + y1 * fract) and y is in 13.35 format */ + y += ((q63_t) y1 * (fract)); + + /* convert y to 1.15 format */ + return (q15_t) (y >> 20); + } + } + + + /** + * + * @brief Process function for the Q7 Linear Interpolation Function. + * @param[in] pYData pointer to Q7 Linear Interpolation table + * @param[in] x input sample to process + * @param[in] nValues number of table values + * @return y processed output sample. + * + * \par + * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. + * This function can support maximum of table size 2^12. + */ + __STATIC_FORCEINLINE q7_t arm_linear_interp_q7( + q7_t * pYData, + q31_t x, + uint32_t nValues) + { + q31_t y; /* output */ + q7_t y0, y1; /* Nearest output values */ + q31_t fract; /* fractional part */ + uint32_t index; /* Index to read nearest output values */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + if (x < 0) + { + return (pYData[0]); + } + index = (x >> 20) & 0xfff; + + if (index >= (nValues - 1)) + { + return (pYData[nValues - 1]); + } + else + { + /* 20 bits for the fractional part */ + /* fract is in 12.20 format */ + fract = (x & 0x000FFFFF); + + /* Read two nearest output values from the index and are in 1.7(q7) format */ + y0 = pYData[index]; + y1 = pYData[index + 1]; + + /* Calculation of y0 * (1-fract ) and y is in 13.27(q27) format */ + y = ((y0 * (0xFFFFF - fract))); + + /* Calculation of y1 * fract + y0 * (1-fract) and y is in 13.27(q27) format */ + y += (y1 * fract); + + /* convert y to 1.7(q7) format */ + return (q7_t) (y >> 20); + } + } + + /** + * @} end of LinearInterpolate group + */ + + /** + * @brief Fast approximation to the trigonometric sine function for floating-point data. + * @param[in] x input value in radians. + * @return sin(x). + */ + float32_t arm_sin_f32( + float32_t x); + + + /** + * @brief Fast approximation to the trigonometric sine function for Q31 data. + * @param[in] x Scaled input value in radians. + * @return sin(x). + */ + q31_t arm_sin_q31( + q31_t x); + + + /** + * @brief Fast approximation to the trigonometric sine function for Q15 data. + * @param[in] x Scaled input value in radians. + * @return sin(x). + */ + q15_t arm_sin_q15( + q15_t x); + + + /** + * @brief Fast approximation to the trigonometric cosine function for floating-point data. + * @param[in] x input value in radians. + * @return cos(x). + */ + float32_t arm_cos_f32( + float32_t x); + + + /** + * @brief Fast approximation to the trigonometric cosine function for Q31 data. + * @param[in] x Scaled input value in radians. + * @return cos(x). + */ + q31_t arm_cos_q31( + q31_t x); + + + /** + * @brief Fast approximation to the trigonometric cosine function for Q15 data. + * @param[in] x Scaled input value in radians. + * @return cos(x). + */ + q15_t arm_cos_q15( + q15_t x); + + +/** + @brief Floating-point vector of log values. + @param[in] pSrc points to the input vector + @param[out] pDst points to the output vector + @param[in] blockSize number of samples in each vector + @return none + */ + void arm_vlog_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + +/** + @brief Floating-point vector of exp values. + @param[in] pSrc points to the input vector + @param[out] pDst points to the output vector + @param[in] blockSize number of samples in each vector + @return none + */ + void arm_vexp_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + /** + * @ingroup groupFastMath + */ + + + /** + * @defgroup SQRT Square Root + * + * Computes the square root of a number. + * There are separate functions for Q15, Q31, and floating-point data types. + * The square root function is computed using the Newton-Raphson algorithm. + * This is an iterative algorithm of the form: + * 
      +   *      x1 = x0 - f(x0)/f'(x0)
+   *
      + * where x1 is the current estimate, + * x0 is the previous estimate, and + * f'(x0) is the derivative of f() evaluated at x0. + * For the square root function, the algorithm reduces to: + * 
      +   *     x0 = in/2                         [initial guess]
+   *     x1 = 1/2 * ( x0 + in / x0)        [each iteration]
+   *
      + */ + + + /** + * @addtogroup SQRT + * @{ + */ + +/** + @brief Floating-point square root function. + @param[in] in input value + @param[out] pOut square root of input value + @return execution status + - \ref ARM_MATH_SUCCESS : input value is positive + - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 + */ +__STATIC_FORCEINLINE arm_status arm_sqrt_f32( + float32_t in, + float32_t * pOut) + { + if (in >= 0.0f) + { +#if defined ( __CC_ARM ) + #if defined __TARGET_FPU_VFP + *pOut = __sqrtf(in); + #else + *pOut = sqrtf(in); + #endif + +#elif defined ( __ICCARM__ ) + #if defined __ARMVFP__ + __ASM("VSQRT.F32 %0,%1" : "=t"(*pOut) : "t"(in)); + #else + *pOut = sqrtf(in); + #endif + +#else + *pOut = sqrtf(in); +#endif + + return (ARM_MATH_SUCCESS); + } + else + { + *pOut = 0.0f; + return (ARM_MATH_ARGUMENT_ERROR); + } + } + + +/** + @brief Q31 square root function. + @param[in] in input value. The range of the input value is [0 +1) or 0x00000000 to 0x7FFFFFFF + @param[out] pOut points to square root of input value + @return execution status + - \ref ARM_MATH_SUCCESS : input value is positive + - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 + */ +arm_status arm_sqrt_q31( + q31_t in, + q31_t * pOut); + + +/** + @brief Q15 square root function. + @param[in] in input value. The range of the input value is [0 +1) or 0x0000 to 0x7FFF + @param[out] pOut points to square root of input value + @return execution status + - \ref ARM_MATH_SUCCESS : input value is positive + - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 + */ +arm_status arm_sqrt_q15( + q15_t in, + q15_t * pOut); + + /** + * @brief Vector Floating-point square root function. + * @param[in] pIn input vector. + * @param[out] pOut vector of square roots of input elements. + * @param[in] len length of input vector. + * @return The function returns ARM_MATH_SUCCESS if input value is positive value or ARM_MATH_ARGUMENT_ERROR if + * in is negative value and returns zero output for negative values. + */ + void arm_vsqrt_f32( + float32_t * pIn, + float32_t * pOut, + uint16_t len); + + void arm_vsqrt_q31( + q31_t * pIn, + q31_t * pOut, + uint16_t len); + + void arm_vsqrt_q15( + q15_t * pIn, + q15_t * pOut, + uint16_t len); + + /** + * @} end of SQRT group + */ + + + /** + * @brief floating-point Circular write function. + */ + __STATIC_FORCEINLINE void arm_circularWrite_f32( + int32_t * circBuffer, + int32_t L, + uint16_t * writeOffset, + int32_t bufferInc, + const int32_t * src, + int32_t srcInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t wOffset; + + /* Copy the value of Index pointer that points + * to the current location where the input samples to be copied */ + wOffset = *writeOffset; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the input sample to the circular buffer */ + circBuffer[wOffset] = *src; + + /* Update the input pointer */ + src += srcInc; + + /* Circularly update wOffset. Watch out for positive and negative value */ + wOffset += bufferInc; + if (wOffset >= L) + wOffset -= L; + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *writeOffset = (uint16_t)wOffset; + } + + + + /** + * @brief floating-point Circular Read function. + */ + __STATIC_FORCEINLINE void arm_circularRead_f32( + int32_t * circBuffer, + int32_t L, + int32_t * readOffset, + int32_t bufferInc, + int32_t * dst, + int32_t * dst_base, + int32_t dst_length, + int32_t dstInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t rOffset; + int32_t* dst_end; + + /* Copy the value of Index pointer that points + * to the current location from where the input samples to be read */ + rOffset = *readOffset; + dst_end = dst_base + dst_length; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the sample from the circular buffer to the destination buffer */ + *dst = circBuffer[rOffset]; + + /* Update the input pointer */ + dst += dstInc; + + if (dst == dst_end) + { + dst = dst_base; + } + + /* Circularly update rOffset. Watch out for positive and negative value */ + rOffset += bufferInc; + + if (rOffset >= L) + { + rOffset -= L; + } + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *readOffset = rOffset; + } + + + /** + * @brief Q15 Circular write function. + */ + __STATIC_FORCEINLINE void arm_circularWrite_q15( + q15_t * circBuffer, + int32_t L, + uint16_t * writeOffset, + int32_t bufferInc, + const q15_t * src, + int32_t srcInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t wOffset; + + /* Copy the value of Index pointer that points + * to the current location where the input samples to be copied */ + wOffset = *writeOffset; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the input sample to the circular buffer */ + circBuffer[wOffset] = *src; + + /* Update the input pointer */ + src += srcInc; + + /* Circularly update wOffset. Watch out for positive and negative value */ + wOffset += bufferInc; + if (wOffset >= L) + wOffset -= L; + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *writeOffset = (uint16_t)wOffset; + } + + + /** + * @brief Q15 Circular Read function. + */ + __STATIC_FORCEINLINE void arm_circularRead_q15( + q15_t * circBuffer, + int32_t L, + int32_t * readOffset, + int32_t bufferInc, + q15_t * dst, + q15_t * dst_base, + int32_t dst_length, + int32_t dstInc, + uint32_t blockSize) + { + uint32_t i = 0; + int32_t rOffset; + q15_t* dst_end; + + /* Copy the value of Index pointer that points + * to the current location from where the input samples to be read */ + rOffset = *readOffset; + + dst_end = dst_base + dst_length; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the sample from the circular buffer to the destination buffer */ + *dst = circBuffer[rOffset]; + + /* Update the input pointer */ + dst += dstInc; + + if (dst == dst_end) + { + dst = dst_base; + } + + /* Circularly update wOffset. Watch out for positive and negative value */ + rOffset += bufferInc; + + if (rOffset >= L) + { + rOffset -= L; + } + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *readOffset = rOffset; + } + + + /** + * @brief Q7 Circular write function. + */ + __STATIC_FORCEINLINE void arm_circularWrite_q7( + q7_t * circBuffer, + int32_t L, + uint16_t * writeOffset, + int32_t bufferInc, + const q7_t * src, + int32_t srcInc, + uint32_t blockSize) + { + uint32_t i = 0U; + int32_t wOffset; + + /* Copy the value of Index pointer that points + * to the current location where the input samples to be copied */ + wOffset = *writeOffset; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the input sample to the circular buffer */ + circBuffer[wOffset] = *src; + + /* Update the input pointer */ + src += srcInc; + + /* Circularly update wOffset. Watch out for positive and negative value */ + wOffset += bufferInc; + if (wOffset >= L) + wOffset -= L; + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *writeOffset = (uint16_t)wOffset; + } + + + /** + * @brief Q7 Circular Read function. + */ + __STATIC_FORCEINLINE void arm_circularRead_q7( + q7_t * circBuffer, + int32_t L, + int32_t * readOffset, + int32_t bufferInc, + q7_t * dst, + q7_t * dst_base, + int32_t dst_length, + int32_t dstInc, + uint32_t blockSize) + { + uint32_t i = 0; + int32_t rOffset; + q7_t* dst_end; + + /* Copy the value of Index pointer that points + * to the current location from where the input samples to be read */ + rOffset = *readOffset; + + dst_end = dst_base + dst_length; + + /* Loop over the blockSize */ + i = blockSize; + + while (i > 0U) + { + /* copy the sample from the circular buffer to the destination buffer */ + *dst = circBuffer[rOffset]; + + /* Update the input pointer */ + dst += dstInc; + + if (dst == dst_end) + { + dst = dst_base; + } + + /* Circularly update rOffset. Watch out for positive and negative value */ + rOffset += bufferInc; + + if (rOffset >= L) + { + rOffset -= L; + } + + /* Decrement the loop counter */ + i--; + } + + /* Update the index pointer */ + *readOffset = rOffset; + } + + + /** + * @brief Sum of the squares of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_q31( + const q31_t * pSrc, + uint32_t blockSize, + q63_t * pResult); + + + /** + * @brief Sum of the squares of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Sum of the squares of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_q15( + const q15_t * pSrc, + uint32_t blockSize, + q63_t * pResult); + + + /** + * @brief Sum of the squares of the elements of a Q7 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_power_q7( + const q7_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Mean value of a Q7 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_q7( + const q7_t * pSrc, + uint32_t blockSize, + q7_t * pResult); + + + /** + * @brief Mean value of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Mean value of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Mean value of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_mean_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Variance of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_var_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Variance of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_var_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Variance of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_var_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Root Mean Square of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_rms_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Root Mean Square of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_rms_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Root Mean Square of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_rms_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Standard deviation of the elements of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_std_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult); + + + /** + * @brief Standard deviation of the elements of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_std_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult); + + + /** + * @brief Standard deviation of the elements of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output value. + */ + void arm_std_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult); + + + /** + * @brief Floating-point complex magnitude + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_f32( + const float32_t * pSrc, + float32_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex magnitude + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_q31( + const q31_t * pSrc, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex magnitude + * @param[in] pSrc points to the complex input vector + * @param[out] pDst points to the real output vector + * @param[in] numSamples number of complex samples in the input vector + */ + void arm_cmplx_mag_q15( + const q15_t * pSrc, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q15 complex dot product + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] numSamples number of complex samples in each vector + * @param[out] realResult real part of the result returned here + * @param[out] imagResult imaginary part of the result returned here + */ + void arm_cmplx_dot_prod_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + uint32_t numSamples, + q31_t * realResult, + q31_t * imagResult); + + + /** + * @brief Q31 complex dot product + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] numSamples number of complex samples in each vector + * @param[out] realResult real part of the result returned here + * @param[out] imagResult imaginary part of the result returned here + */ + void arm_cmplx_dot_prod_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + uint32_t numSamples, + q63_t * realResult, + q63_t * imagResult); + + + /** + * @brief Floating-point complex dot product + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] numSamples number of complex samples in each vector + * @param[out] realResult real part of the result returned here + * @param[out] imagResult imaginary part of the result returned here + */ + void arm_cmplx_dot_prod_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + uint32_t numSamples, + float32_t * realResult, + float32_t * imagResult); + + + /** + * @brief Q15 complex-by-real multiplication + * @param[in] pSrcCmplx points to the complex input vector + * @param[in] pSrcReal points to the real input vector + * @param[out] pCmplxDst points to the complex output vector + * @param[in] numSamples number of samples in each vector + */ + void arm_cmplx_mult_real_q15( + const q15_t * pSrcCmplx, + const q15_t * pSrcReal, + q15_t * pCmplxDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex-by-real multiplication + * @param[in] pSrcCmplx points to the complex input vector + * @param[in] pSrcReal points to the real input vector + * @param[out] pCmplxDst points to the complex output vector + * @param[in] numSamples number of samples in each vector + */ + void arm_cmplx_mult_real_q31( + const q31_t * pSrcCmplx, + const q31_t * pSrcReal, + q31_t * pCmplxDst, + uint32_t numSamples); + + + /** + * @brief Floating-point complex-by-real multiplication + * @param[in] pSrcCmplx points to the complex input vector + * @param[in] pSrcReal points to the real input vector + * @param[out] pCmplxDst points to the complex output vector + * @param[in] numSamples number of samples in each vector + */ + void arm_cmplx_mult_real_f32( + const float32_t * pSrcCmplx, + const float32_t * pSrcReal, + float32_t * pCmplxDst, + uint32_t numSamples); + + + /** + * @brief Minimum value of a Q7 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] result is output pointer + * @param[in] index is the array index of the minimum value in the input buffer. + */ + void arm_min_q7( + const q7_t * pSrc, + uint32_t blockSize, + q7_t * result, + uint32_t * index); + + + /** + * @brief Minimum value of a Q15 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output pointer + * @param[in] pIndex is the array index of the minimum value in the input buffer. + */ + void arm_min_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult, + uint32_t * pIndex); + + + /** + * @brief Minimum value of a Q31 vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output pointer + * @param[out] pIndex is the array index of the minimum value in the input buffer. + */ + void arm_min_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult, + uint32_t * pIndex); + + + /** + * @brief Minimum value of a floating-point vector. + * @param[in] pSrc is input pointer + * @param[in] blockSize is the number of samples to process + * @param[out] pResult is output pointer + * @param[out] pIndex is the array index of the minimum value in the input buffer. + */ + void arm_min_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a Q7 vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_q7( + const q7_t * pSrc, + uint32_t blockSize, + q7_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a Q15 vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_q15( + const q15_t * pSrc, + uint32_t blockSize, + q15_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a Q31 vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_q31( + const q31_t * pSrc, + uint32_t blockSize, + q31_t * pResult, + uint32_t * pIndex); + + +/** + * @brief Maximum value of a floating-point vector. + * @param[in] pSrc points to the input buffer + * @param[in] blockSize length of the input vector + * @param[out] pResult maximum value returned here + * @param[out] pIndex index of maximum value returned here + */ + void arm_max_f32( + const float32_t * pSrc, + uint32_t blockSize, + float32_t * pResult, + uint32_t * pIndex); + + /** + @brief Maximum value of a floating-point vector. + @param[in] pSrc points to the input vector + @param[in] blockSize number of samples in input vector + @param[out] pResult maximum value returned here + @return none + */ + void arm_max_no_idx_f32( + const float32_t *pSrc, + uint32_t blockSize, + float32_t *pResult); + + /** + * @brief Q15 complex-by-complex multiplication + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_mult_cmplx_q15( + const q15_t * pSrcA, + const q15_t * pSrcB, + q15_t * pDst, + uint32_t numSamples); + + + /** + * @brief Q31 complex-by-complex multiplication + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_mult_cmplx_q31( + const q31_t * pSrcA, + const q31_t * pSrcB, + q31_t * pDst, + uint32_t numSamples); + + + /** + * @brief Floating-point complex-by-complex multiplication + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[out] pDst points to the output vector + * @param[in] numSamples number of complex samples in each vector + */ + void arm_cmplx_mult_cmplx_f32( + const float32_t * pSrcA, + const float32_t * pSrcB, + float32_t * pDst, + uint32_t numSamples); + + + /** + * @brief Converts the elements of the floating-point vector to Q31 vector. + * @param[in] pSrc points to the floating-point input vector + * @param[out] pDst points to the Q31 output vector + * @param[in] blockSize length of the input vector + */ + void arm_float_to_q31( + const float32_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the floating-point vector to Q15 vector. + * @param[in] pSrc points to the floating-point input vector + * @param[out] pDst points to the Q15 output vector + * @param[in] blockSize length of the input vector + */ + void arm_float_to_q15( + const float32_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the floating-point vector to Q7 vector. + * @param[in] pSrc points to the floating-point input vector + * @param[out] pDst points to the Q7 output vector + * @param[in] blockSize length of the input vector + */ + void arm_float_to_q7( + const float32_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q31 vector to floating-point vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q31_to_float( + const q31_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q31 vector to Q15 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q31_to_q15( + const q31_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q31 vector to Q7 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q31_to_q7( + const q31_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q15 vector to floating-point vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q15_to_float( + const q15_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q15 vector to Q31 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q15_to_q31( + const q15_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q15 vector to Q7 vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q15_to_q7( + const q15_t * pSrc, + q7_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q7 vector to floating-point vector. + * @param[in] pSrc is input pointer + * @param[out] pDst is output pointer + * @param[in] blockSize is the number of samples to process + */ + void arm_q7_to_float( + const q7_t * pSrc, + float32_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q7 vector to Q31 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_q7_to_q31( + const q7_t * pSrc, + q31_t * pDst, + uint32_t blockSize); + + + /** + * @brief Converts the elements of the Q7 vector to Q15 vector. + * @param[in] pSrc input pointer + * @param[out] pDst output pointer + * @param[in] blockSize number of samples to process + */ + void arm_q7_to_q15( + const q7_t * pSrc, + q15_t * pDst, + uint32_t blockSize); + +/** + * @brief Struct for specifying SVM Kernel + */ +typedef enum +{ + ARM_ML_KERNEL_LINEAR = 0, + /**< Linear kernel */ + ARM_ML_KERNEL_POLYNOMIAL = 1, + /**< Polynomial kernel */ + ARM_ML_KERNEL_RBF = 2, + /**< Radial Basis Function kernel */ + ARM_ML_KERNEL_SIGMOID = 3 + /**< Sigmoid kernel */ +} arm_ml_kernel_type; + + +/** + * @brief Instance structure for linear SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ +} arm_svm_linear_instance_f32; + + +/** + * @brief Instance structure for polynomial SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ + int32_t degree; /**< Polynomial degree */ + float32_t coef0; /**< Polynomial constant */ + float32_t gamma; /**< Gamma factor */ +} arm_svm_polynomial_instance_f32; + +/** + * @brief Instance structure for rbf SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ + float32_t gamma; /**< Gamma factor */ +} arm_svm_rbf_instance_f32; + +/** + * @brief Instance structure for sigmoid SVM prediction function. + */ +typedef struct +{ + uint32_t nbOfSupportVectors; /**< Number of support vectors */ + uint32_t vectorDimension; /**< Dimension of vector space */ + float32_t intercept; /**< Intercept */ + const float32_t *dualCoefficients; /**< Dual coefficients */ + const float32_t *supportVectors; /**< Support vectors */ + const int32_t *classes; /**< The two SVM classes */ + float32_t coef0; /**< Independant constant */ + float32_t gamma; /**< Gamma factor */ +} arm_svm_sigmoid_instance_f32; + +/** + * @brief SVM linear instance init function + * @param[in] S Parameters for SVM functions + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @return none. + * + */ + + +void arm_svm_linear_init_f32(arm_svm_linear_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes); + +/** + * @brief SVM linear prediction + * @param[in] S Pointer to an instance of the linear SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult Decision value + * @return none. + * + */ + +void arm_svm_linear_predict_f32(const arm_svm_linear_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + + +/** + * @brief SVM polynomial instance init function + * @param[in] S points to an instance of the polynomial SVM structure. + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @param[in] degree Polynomial degree + * @param[in] coef0 coeff0 (scikit-learn terminology) + * @param[in] gamma gamma (scikit-learn terminology) + * @return none. + * + */ + + +void arm_svm_polynomial_init_f32(arm_svm_polynomial_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes, + int32_t degree, + float32_t coef0, + float32_t gamma + ); + +/** + * @brief SVM polynomial prediction + * @param[in] S Pointer to an instance of the polynomial SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult Decision value + * @return none. + * + */ +void arm_svm_polynomial_predict_f32(const arm_svm_polynomial_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + + +/** + * @brief SVM radial basis function instance init function + * @param[in] S points to an instance of the polynomial SVM structure. + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @param[in] gamma gamma (scikit-learn terminology) + * @return none. + * + */ + +void arm_svm_rbf_init_f32(arm_svm_rbf_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes, + float32_t gamma + ); + +/** + * @brief SVM rbf prediction + * @param[in] S Pointer to an instance of the rbf SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult decision value + * @return none. + * + */ +void arm_svm_rbf_predict_f32(const arm_svm_rbf_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + +/** + * @brief SVM sigmoid instance init function + * @param[in] S points to an instance of the rbf SVM structure. + * @param[in] nbOfSupportVectors Number of support vectors + * @param[in] vectorDimension Dimension of vector space + * @param[in] intercept Intercept + * @param[in] dualCoefficients Array of dual coefficients + * @param[in] supportVectors Array of support vectors + * @param[in] classes Array of 2 classes ID + * @param[in] coef0 coeff0 (scikit-learn terminology) + * @param[in] gamma gamma (scikit-learn terminology) + * @return none. + * + */ + +void arm_svm_sigmoid_init_f32(arm_svm_sigmoid_instance_f32 *S, + uint32_t nbOfSupportVectors, + uint32_t vectorDimension, + float32_t intercept, + const float32_t *dualCoefficients, + const float32_t *supportVectors, + const int32_t *classes, + float32_t coef0, + float32_t gamma + ); + +/** + * @brief SVM sigmoid prediction + * @param[in] S Pointer to an instance of the rbf SVM structure. + * @param[in] in Pointer to input vector + * @param[out] pResult Decision value + * @return none. + * + */ +void arm_svm_sigmoid_predict_f32(const arm_svm_sigmoid_instance_f32 *S, + const float32_t * in, + int32_t * pResult); + + + +/** + * @brief Instance structure for Naive Gaussian Bayesian estimator. + */ +typedef struct +{ + uint32_t vectorDimension; /**< Dimension of vector space */ + uint32_t numberOfClasses; /**< Number of different classes */ + const float32_t *theta; /**< Mean values for the Gaussians */ + const float32_t *sigma; /**< Variances for the Gaussians */ + const float32_t *classPriors; /**< Class prior probabilities */ + float32_t epsilon; /**< Additive value to variances */ +} arm_gaussian_naive_bayes_instance_f32; + +/** + * @brief Naive Gaussian Bayesian Estimator + * + * @param[in] S points to a naive bayes instance structure + * @param[in] in points to the elements of the input vector. + * @param[in] pBuffer points to a buffer of length numberOfClasses + * @return The predicted class + * + */ + + +uint32_t arm_gaussian_naive_bayes_predict_f32(const arm_gaussian_naive_bayes_instance_f32 *S, + const float32_t * in, + float32_t *pBuffer); + +/** + * @brief Computation of the LogSumExp + * + * In probabilistic computations, the dynamic of the probability values can be very + * wide because they come from gaussian functions. + * To avoid underflow and overflow issues, the values are represented by their log. + * In this representation, multiplying the original exp values is easy : their logs are added. + * But adding the original exp values is requiring some special handling and it is the + * goal of the LogSumExp function. + * + * If the values are x1...xn, the function is computing: + * + * ln(exp(x1) + ... + exp(xn)) and the computation is done in such a way that + * rounding issues are minimised. + * + * The max xm of the values is extracted and the function is computing: + * xm + ln(exp(x1 - xm) + ... + exp(xn - xm)) + * + * @param[in] *in Pointer to an array of input values. + * @param[in] blockSize Number of samples in the input array. + * @return LogSumExp + * + */ + + +float32_t arm_logsumexp_f32(const float32_t *in, uint32_t blockSize); + +/** + * @brief Dot product with log arithmetic + * + * Vectors are containing the log of the samples + * + * @param[in] pSrcA points to the first input vector + * @param[in] pSrcB points to the second input vector + * @param[in] blockSize number of samples in each vector + * @param[in] pTmpBuffer temporary buffer of length blockSize + * @return The log of the dot product . + * + */ + + +float32_t arm_logsumexp_dot_prod_f32(const float32_t * pSrcA, + const float32_t * pSrcB, + uint32_t blockSize, + float32_t *pTmpBuffer); + +/** + * @brief Entropy + * + * @param[in] pSrcA Array of input values. + * @param[in] blockSize Number of samples in the input array. + * @return Entropy -Sum(p ln p) + * + */ + + +float32_t arm_entropy_f32(const float32_t * pSrcA,uint32_t blockSize); + + +/** + * @brief Entropy + * + * @param[in] pSrcA Array of input values. + * @param[in] blockSize Number of samples in the input array. + * @return Entropy -Sum(p ln p) + * + */ + + +float64_t arm_entropy_f64(const float64_t * pSrcA, uint32_t blockSize); + + +/** + * @brief Kullback-Leibler + * + * @param[in] pSrcA Pointer to an array of input values for probability distribution A. + * @param[in] pSrcB Pointer to an array of input values for probability distribution B. + * @param[in] blockSize Number of samples in the input array. + * @return Kullback-Leibler Divergence D(A || B) + * + */ +float32_t arm_kullback_leibler_f32(const float32_t * pSrcA + ,const float32_t * pSrcB + ,uint32_t blockSize); + + +/** + * @brief Kullback-Leibler + * + * @param[in] pSrcA Pointer to an array of input values for probability distribution A. + * @param[in] pSrcB Pointer to an array of input values for probability distribution B. + * @param[in] blockSize Number of samples in the input array. + * @return Kullback-Leibler Divergence D(A || B) + * + */ +float64_t arm_kullback_leibler_f64(const float64_t * pSrcA, + const float64_t * pSrcB, + uint32_t blockSize); + + +/** + * @brief Weighted sum + * + * + * @param[in] *in Array of input values. + * @param[in] *weigths Weights + * @param[in] blockSize Number of samples in the input array. + * @return Weighted sum + * + */ +float32_t arm_weighted_sum_f32(const float32_t *in + , const float32_t *weigths + , uint32_t blockSize); + + +/** + * @brief Barycenter + * + * + * @param[in] in List of vectors + * @param[in] weights Weights of the vectors + * @param[out] out Barycenter + * @param[in] nbVectors Number of vectors + * @param[in] vecDim Dimension of space (vector dimension) + * @return None + * + */ +void arm_barycenter_f32(const float32_t *in + , const float32_t *weights + , float32_t *out + , uint32_t nbVectors + , uint32_t vecDim); + +/** + * @brief Euclidean distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ + +float32_t arm_euclidean_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Bray-Curtis distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_braycurtis_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Canberra distance between two vectors + * + * This function may divide by zero when samples pA[i] and pB[i] are both zero. + * The result of the computation will be correct. So the division per zero may be + * ignored. + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_canberra_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + + +/** + * @brief Chebyshev distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_chebyshev_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + + +/** + * @brief Cityblock (Manhattan) distance between two vectors + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_cityblock_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Correlation distance between two vectors + * + * The input vectors are modified in place ! + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ +float32_t arm_correlation_distance_f32(float32_t *pA,float32_t *pB, uint32_t blockSize); + +/** + * @brief Cosine distance between two vectors + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ + +float32_t arm_cosine_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); + +/** + * @brief Jensen-Shannon distance between two vectors + * + * This function is assuming that elements of second vector are > 0 + * and 0 only when the corresponding element of first vector is 0. + * Otherwise the result of the computation does not make sense + * and for speed reasons, the cases returning NaN or Infinity are not + * managed. + * + * When the function is computing x log (x / y) with x 0 and y 0, + * it will compute the right value (0) but a division per zero will occur + * and shoudl be ignored in client code. + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] blockSize vector length + * @return distance + * + */ + +float32_t arm_jensenshannon_distance_f32(const float32_t *pA,const float32_t *pB,uint32_t blockSize); + +/** + * @brief Minkowski distance between two vectors + * + * @param[in] pA First vector + * @param[in] pB Second vector + * @param[in] n Norm order (>= 2) + * @param[in] blockSize vector length + * @return distance + * + */ + + + +float32_t arm_minkowski_distance_f32(const float32_t *pA,const float32_t *pB, int32_t order, uint32_t blockSize); + +/** + * @brief Dice distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] order Distance order + * @param[in] blockSize Number of samples + * @return distance + * + */ + + +float32_t arm_dice_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Hamming distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_hamming_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Jaccard distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_jaccard_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Kulsinski distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_kulsinski_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Roger Stanimoto distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_rogerstanimoto_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Russell-Rao distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_russellrao_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Sokal-Michener distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_sokalmichener_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Sokal-Sneath distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_sokalsneath_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + +/** + * @brief Yule distance between two vectors + * + * @param[in] pA First vector of packed booleans + * @param[in] pB Second vector of packed booleans + * @param[in] numberOfBools Number of booleans + * @return distance + * + */ + +float32_t arm_yule_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); + + + /** + * @ingroup groupInterpolation + */ + + /** + * @defgroup BilinearInterpolate Bilinear Interpolation + * + * Bilinear interpolation is an extension of linear interpolation applied to a two dimensional grid. + * The underlying function f(x, y) is sampled on a regular grid and the interpolation process + * determines values between the grid points. + * Bilinear interpolation is equivalent to two step linear interpolation, first in the x-dimension and then in the y-dimension. + * Bilinear interpolation is often used in image processing to rescale images. + * The CMSIS DSP library provides bilinear interpolation functions for Q7, Q15, Q31, and floating-point data types. + * + * Algorithm + * \par + * The instance structure used by the bilinear interpolation functions describes a two dimensional data table. + * For floating-point, the instance structure is defined as: + * 
      +   *   typedef struct
+   *   {
+   *     uint16_t numRows;
+   *     uint16_t numCols;
+   *     float32_t *pData;
+   * } arm_bilinear_interp_instance_f32;
+   *
      + * + * \par + * where numRows specifies the number of rows in the table; + * numCols specifies the number of columns in the table; + * and pData points to an array of size numRows*numCols values. + * The data table pTable is organized in row order and the supplied data values fall on integer indexes. + * That is, table element (x,y) is located at pTable[x + y*numCols] where x and y are integers. + * + * \par + * Let (x, y) specify the desired interpolation point. Then define: + * 
      +   *     XF = floor(x)
+   *     YF = floor(y)
+   *
      + * \par + * The interpolated output point is computed as: + * 
      +   *  f(x, y) = f(XF, YF) * (1-(x-XF)) * (1-(y-YF))
+   *           + f(XF+1, YF) * (x-XF)*(1-(y-YF))
+   *           + f(XF, YF+1) * (1-(x-XF))*(y-YF)
+   *           + f(XF+1, YF+1) * (x-XF)*(y-YF)
+   *
      + * Note that the coordinates (x, y) contain integer and fractional components. + * The integer components specify which portion of the table to use while the + * fractional components control the interpolation processor. + * + * \par + * if (x,y) are outside of the table boundary, Bilinear interpolation returns zero output. + */ + + + /** + * @addtogroup BilinearInterpolate + * @{ + */ + + /** + * @brief Floating-point bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate. + * @param[in] Y interpolation coordinate. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE float32_t arm_bilinear_interp_f32( + const arm_bilinear_interp_instance_f32 * S, + float32_t X, + float32_t Y) + { + float32_t out; + float32_t f00, f01, f10, f11; + float32_t *pData = S->pData; + int32_t xIndex, yIndex, index; + float32_t xdiff, ydiff; + float32_t b1, b2, b3, b4; + + xIndex = (int32_t) X; + yIndex = (int32_t) Y; + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (xIndex < 0 || xIndex > (S->numCols - 2) || yIndex < 0 || yIndex > (S->numRows - 2)) + { + return (0); + } + + /* Calculation of index for two nearest points in X-direction */ + index = (xIndex ) + (yIndex ) * S->numCols; + + + /* Read two nearest points in X-direction */ + f00 = pData[index]; + f01 = pData[index + 1]; + + /* Calculation of index for two nearest points in Y-direction */ + index = (xIndex ) + (yIndex+1) * S->numCols; + + + /* Read two nearest points in Y-direction */ + f10 = pData[index]; + f11 = pData[index + 1]; + + /* Calculation of intermediate values */ + b1 = f00; + b2 = f01 - f00; + b3 = f10 - f00; + b4 = f00 - f01 - f10 + f11; + + /* Calculation of fractional part in X */ + xdiff = X - xIndex; + + /* Calculation of fractional part in Y */ + ydiff = Y - yIndex; + + /* Calculation of bi-linear interpolated output */ + out = b1 + b2 * xdiff + b3 * ydiff + b4 * xdiff * ydiff; + + /* return to application */ + return (out); + } + + + /** + * @brief Q31 bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate in 12.20 format. + * @param[in] Y interpolation coordinate in 12.20 format. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE q31_t arm_bilinear_interp_q31( + arm_bilinear_interp_instance_q31 * S, + q31_t X, + q31_t Y) + { + q31_t out; /* Temporary output */ + q31_t acc = 0; /* output */ + q31_t xfract, yfract; /* X, Y fractional parts */ + q31_t x1, x2, y1, y2; /* Nearest output values */ + int32_t rI, cI; /* Row and column indices */ + q31_t *pYData = S->pData; /* pointer to output table values */ + uint32_t nCols = S->numCols; /* num of rows */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + rI = ((X & (q31_t)0xFFF00000) >> 20); + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + cI = ((Y & (q31_t)0xFFF00000) >> 20); + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) + { + return (0); + } + + /* 20 bits for the fractional part */ + /* shift left xfract by 11 to keep 1.31 format */ + xfract = (X & 0x000FFFFF) << 11U; + + /* Read two nearest output values from the index */ + x1 = pYData[(rI) + (int32_t)nCols * (cI) ]; + x2 = pYData[(rI) + (int32_t)nCols * (cI) + 1]; + + /* 20 bits for the fractional part */ + /* shift left yfract by 11 to keep 1.31 format */ + yfract = (Y & 0x000FFFFF) << 11U; + + /* Read two nearest output values from the index */ + y1 = pYData[(rI) + (int32_t)nCols * (cI + 1) ]; + y2 = pYData[(rI) + (int32_t)nCols * (cI + 1) + 1]; + + /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 3.29(q29) format */ + out = ((q31_t) (((q63_t) x1 * (0x7FFFFFFF - xfract)) >> 32)); + acc = ((q31_t) (((q63_t) out * (0x7FFFFFFF - yfract)) >> 32)); + + /* x2 * (xfract) * (1-yfract) in 3.29(q29) and adding to acc */ + out = ((q31_t) ((q63_t) x2 * (0x7FFFFFFF - yfract) >> 32)); + acc += ((q31_t) ((q63_t) out * (xfract) >> 32)); + + /* y1 * (1 - xfract) * (yfract) in 3.29(q29) and adding to acc */ + out = ((q31_t) ((q63_t) y1 * (0x7FFFFFFF - xfract) >> 32)); + acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); + + /* y2 * (xfract) * (yfract) in 3.29(q29) and adding to acc */ + out = ((q31_t) ((q63_t) y2 * (xfract) >> 32)); + acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); + + /* Convert acc to 1.31(q31) format */ + return ((q31_t)(acc << 2)); + } + + + /** + * @brief Q15 bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate in 12.20 format. + * @param[in] Y interpolation coordinate in 12.20 format. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE q15_t arm_bilinear_interp_q15( + arm_bilinear_interp_instance_q15 * S, + q31_t X, + q31_t Y) + { + q63_t acc = 0; /* output */ + q31_t out; /* Temporary output */ + q15_t x1, x2, y1, y2; /* Nearest output values */ + q31_t xfract, yfract; /* X, Y fractional parts */ + int32_t rI, cI; /* Row and column indices */ + q15_t *pYData = S->pData; /* pointer to output table values */ + uint32_t nCols = S->numCols; /* num of rows */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + rI = ((X & (q31_t)0xFFF00000) >> 20); + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + cI = ((Y & (q31_t)0xFFF00000) >> 20); + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) + { + return (0); + } + + /* 20 bits for the fractional part */ + /* xfract should be in 12.20 format */ + xfract = (X & 0x000FFFFF); + + /* Read two nearest output values from the index */ + x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; + x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; + + /* 20 bits for the fractional part */ + /* yfract should be in 12.20 format */ + yfract = (Y & 0x000FFFFF); + + /* Read two nearest output values from the index */ + y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; + y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; + + /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 13.51 format */ + + /* x1 is in 1.15(q15), xfract in 12.20 format and out is in 13.35 format */ + /* convert 13.35 to 13.31 by right shifting and out is in 1.31 */ + out = (q31_t) (((q63_t) x1 * (0x0FFFFF - xfract)) >> 4U); + acc = ((q63_t) out * (0x0FFFFF - yfract)); + + /* x2 * (xfract) * (1-yfract) in 1.51 and adding to acc */ + out = (q31_t) (((q63_t) x2 * (0x0FFFFF - yfract)) >> 4U); + acc += ((q63_t) out * (xfract)); + + /* y1 * (1 - xfract) * (yfract) in 1.51 and adding to acc */ + out = (q31_t) (((q63_t) y1 * (0x0FFFFF - xfract)) >> 4U); + acc += ((q63_t) out * (yfract)); + + /* y2 * (xfract) * (yfract) in 1.51 and adding to acc */ + out = (q31_t) (((q63_t) y2 * (xfract)) >> 4U); + acc += ((q63_t) out * (yfract)); + + /* acc is in 13.51 format and down shift acc by 36 times */ + /* Convert out to 1.15 format */ + return ((q15_t)(acc >> 36)); + } + + + /** + * @brief Q7 bilinear interpolation. + * @param[in,out] S points to an instance of the interpolation structure. + * @param[in] X interpolation coordinate in 12.20 format. + * @param[in] Y interpolation coordinate in 12.20 format. + * @return out interpolated value. + */ + __STATIC_FORCEINLINE q7_t arm_bilinear_interp_q7( + arm_bilinear_interp_instance_q7 * S, + q31_t X, + q31_t Y) + { + q63_t acc = 0; /* output */ + q31_t out; /* Temporary output */ + q31_t xfract, yfract; /* X, Y fractional parts */ + q7_t x1, x2, y1, y2; /* Nearest output values */ + int32_t rI, cI; /* Row and column indices */ + q7_t *pYData = S->pData; /* pointer to output table values */ + uint32_t nCols = S->numCols; /* num of rows */ + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + rI = ((X & (q31_t)0xFFF00000) >> 20); + + /* Input is in 12.20 format */ + /* 12 bits for the table index */ + /* Index value calculation */ + cI = ((Y & (q31_t)0xFFF00000) >> 20); + + /* Care taken for table outside boundary */ + /* Returns zero output when values are outside table boundary */ + if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) + { + return (0); + } + + /* 20 bits for the fractional part */ + /* xfract should be in 12.20 format */ + xfract = (X & (q31_t)0x000FFFFF); + + /* Read two nearest output values from the index */ + x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; + x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; + + /* 20 bits for the fractional part */ + /* yfract should be in 12.20 format */ + yfract = (Y & (q31_t)0x000FFFFF); + + /* Read two nearest output values from the index */ + y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; + y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; + + /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 16.47 format */ + out = ((x1 * (0xFFFFF - xfract))); + acc = (((q63_t) out * (0xFFFFF - yfract))); + + /* x2 * (xfract) * (1-yfract) in 2.22 and adding to acc */ + out = ((x2 * (0xFFFFF - yfract))); + acc += (((q63_t) out * (xfract))); + + /* y1 * (1 - xfract) * (yfract) in 2.22 and adding to acc */ + out = ((y1 * (0xFFFFF - xfract))); + acc += (((q63_t) out * (yfract))); + + /* y2 * (xfract) * (yfract) in 2.22 and adding to acc */ + out = ((y2 * (yfract))); + acc += (((q63_t) out * (xfract))); + + /* acc in 16.47 format and down shift by 40 to convert to 1.7 format */ + return ((q7_t)(acc >> 40)); + } + + /** + * @} end of BilinearInterpolate group + */ + + +/* SMMLAR */ +#define multAcc_32x32_keep32_R(a, x, y) \ + a = (q31_t) (((((q63_t) a) << 32) + ((q63_t) x * y) + 0x80000000LL ) >> 32) + +/* SMMLSR */ +#define multSub_32x32_keep32_R(a, x, y) \ + a = (q31_t) (((((q63_t) a) << 32) - ((q63_t) x * y) + 0x80000000LL ) >> 32) + +/* SMMULR */ +#define mult_32x32_keep32_R(a, x, y) \ + a = (q31_t) (((q63_t) x * y + 0x80000000LL ) >> 32) + +/* SMMLA */ +#define multAcc_32x32_keep32(a, x, y) \ + a += (q31_t) (((q63_t) x * y) >> 32) + +/* SMMLS */ +#define multSub_32x32_keep32(a, x, y) \ + a -= (q31_t) (((q63_t) x * y) >> 32) + +/* SMMUL */ +#define mult_32x32_keep32(a, x, y) \ + a = (q31_t) (((q63_t) x * y ) >> 32) + + +#if defined ( __CC_ARM ) + /* Enter low optimization region - place directly above function definition */ + #if defined( __ARM_ARCH_7EM__ ) + #define LOW_OPTIMIZATION_ENTER \ + _Pragma ("push") \ + _Pragma ("O1") + #else + #define LOW_OPTIMIZATION_ENTER + #endif + + /* Exit low optimization region - place directly after end of function definition */ + #if defined ( __ARM_ARCH_7EM__ ) + #define LOW_OPTIMIZATION_EXIT \ + _Pragma ("pop") + #else + #define LOW_OPTIMIZATION_EXIT + #endif + + /* Enter low optimization region - place directly above function definition */ + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + + /* Exit low optimization region - place directly after end of function definition */ + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined (__ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __GNUC__ ) + #define LOW_OPTIMIZATION_ENTER \ + __attribute__(( optimize("-O1") )) + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __ICCARM__ ) + /* Enter low optimization region - place directly above function definition */ + #if defined ( __ARM_ARCH_7EM__ ) + #define LOW_OPTIMIZATION_ENTER \ + _Pragma ("optimize=low") + #else + #define LOW_OPTIMIZATION_ENTER + #endif + + /* Exit low optimization region - place directly after end of function definition */ + #define LOW_OPTIMIZATION_EXIT + + /* Enter low optimization region - place directly above function definition */ + #if defined ( __ARM_ARCH_7EM__ ) + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER \ + _Pragma ("optimize=low") + #else + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #endif + + /* Exit low optimization region - place directly after end of function definition */ + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __TI_ARM__ ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __CSMC__ ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( __TASKING__ ) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT + +#elif defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) + #define LOW_OPTIMIZATION_ENTER + #define LOW_OPTIMIZATION_EXIT + #define IAR_ONLY_LOW_OPTIMIZATION_ENTER + #define IAR_ONLY_LOW_OPTIMIZATION_EXIT +#endif + + + +/* Compiler specific diagnostic adjustment */ +#if defined ( __CC_ARM ) + +#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) + +#elif defined ( __GNUC__ ) +#pragma GCC diagnostic pop + +#elif defined ( __ICCARM__ ) + +#elif defined ( __TI_ARM__ ) + +#elif defined ( __CSMC__ ) + +#elif defined ( __TASKING__ ) + +#elif defined ( _MSC_VER ) + +#else + #error Unknown compiler +#endif + +#ifdef __cplusplus +} +#endif + + +#endif /* _ARM_MATH_H */ + +/** + * + * End of file. + */ diff --git 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        - * CMSIS-DSP in ARM::CMSIS Pack - * ----------------------------- - * - * The following files relevant to CMSIS-DSP are present in the ARM::CMSIS Pack directories: - * |File/Folder |Content | - * |---------------------------------|------------------------------------------------------------------------| - * |\b CMSIS\\Documentation\\DSP | This documentation | - * |\b CMSIS\\DSP\\DSP_Lib_TestSuite | DSP_Lib test suite | - * |\b CMSIS\\DSP\\Examples | Example projects demonstrating the usage of the library functions | - * |\b CMSIS\\DSP\\Include | DSP_Lib include files | - * |\b CMSIS\\DSP\\Lib | DSP_Lib binaries | - * |\b CMSIS\\DSP\\Projects | Projects to rebuild DSP_Lib binaries | - * |\b CMSIS\\DSP\\Source | DSP_Lib source files | - * - *
        - * Revision History of CMSIS-DSP - * ------------ - * Please refer to \ref ChangeLog_pg. - */ - - -/** - * @defgroup groupMath Basic Math Functions - */ - -/** - * @defgroup groupFastMath Fast Math Functions - * This set of functions provides a fast approximation to sine, cosine, and square root. - * As compared to most of the other functions in the CMSIS math library, the fast math functions - * operate on individual values and not arrays. - * There are separate functions for Q15, Q31, and floating-point data. - * - */ - -/** - * @defgroup groupCmplxMath Complex Math Functions - * This set of functions operates on complex data vectors. - * The data in the complex arrays is stored in an interleaved fashion - * (real, imag, real, imag, ...). - * In the API functions, the number of samples in a complex array refers - * to the number of complex values; the array contains twice this number of - * real values. - */ - -/** - * @defgroup groupFilters Filtering Functions - */ - -/** - * @defgroup groupMatrix Matrix Functions - * - * This set of functions provides basic matrix math operations. - * The functions operate on matrix data structures. For example, - * the type - * definition for the floating-point matrix structure is shown - * below: - * 
        - *     typedef struct
- *     {
- *       uint16_t numRows;     // number of rows of the matrix.
- *       uint16_t numCols;     // number of columns of the matrix.
- *       float32_t *pData;     // points to the data of the matrix.
- *     } arm_matrix_instance_f32;
- *
        - * There are similar definitions for Q15 and Q31 data types. - * - * The structure specifies the size of the matrix and then points to - * an array of data. The array is of size numRows X numCols - * and the values are arranged in row order. That is, the - * matrix element (i, j) is stored at: - * 
        - *     pData[i*numCols + j]
- *
        - * - * \par Init Functions - * There is an associated initialization function for each type of matrix - * data structure. - * The initialization function sets the values of the internal structure fields. - * Refer to \ref arm_mat_init_f32(), \ref arm_mat_init_q31() and \ref arm_mat_init_q15() - * for floating-point, Q31 and Q15 types, respectively. - * - * \par - * Use of the initialization function is optional. However, if initialization function is used - * then the instance structure cannot be placed into a const data section. - * To place the instance structure in a const data - * section, manually initialize the data structure. For example: - * 
        - * arm_matrix_instance_f32 S = {nRows, nColumns, pData};
- * arm_matrix_instance_q31 S = {nRows, nColumns, pData};
- * arm_matrix_instance_q15 S = {nRows, nColumns, pData};
- *
        - * where nRows specifies the number of rows, nColumns - * specifies the number of columns, and pData points to the - * data array. - * - * \par Size Checking - * By default all of the matrix functions perform size checking on the input and - * output matrices. For example, the matrix addition function verifies that the - * two input matrices and the output matrix all have the same number of rows and - * columns. If the size check fails the functions return: - * 
        - *     ARM_MATH_SIZE_MISMATCH
- *
        - * Otherwise the functions return - * 
        - *     ARM_MATH_SUCCESS
- *
        - * There is some overhead associated with this matrix size checking. - * The matrix size checking is enabled via the \#define - * 
        - *     ARM_MATH_MATRIX_CHECK
- *
        - * within the library project settings. By default this macro is defined - * and size checking is enabled. By changing the project settings and - * undefining this macro size checking is eliminated and the functions - * run a bit faster. With size checking disabled the functions always - * return ARM_MATH_SUCCESS. - */ - -/** - * @defgroup groupTransforms Transform Functions - */ - -/** - * @defgroup groupController Controller Functions - */ - -/** - * @defgroup groupStats Statistics Functions - */ - -/** - * @defgroup groupSupport Support Functions - */ - -/** - * @defgroup groupInterpolation Interpolation Functions - * These functions perform 1- and 2-dimensional interpolation of data. - * Linear interpolation is used for 1-dimensional data and - * bilinear interpolation is used for 2-dimensional data. - */ - -/** - * @defgroup groupExamples Examples - */ - -/** - * @defgroup groupSVM SVM Functions - * This set of functions is implementing SVM classification on 2 classes. - * The training must be done from scikit-learn. The parameters can be easily - * generated from the scikit-learn object. Some examples are given in - * DSP/Testing/PatternGeneration/SVM.py - * - * If more than 2 classes are needed, the functions in this folder - * will have to be used, as building blocks, to do multi-class classification. - * - * No multi-class classification is provided in this SVM folder. - * - */ - - -/** - * @defgroup groupBayes Bayesian estimators - * - * Implement the naive gaussian Bayes estimator. - * The training must be done from scikit-learn. - * - * The parameters can be easily - * generated from the scikit-learn object. Some examples are given in - * DSP/Testing/PatternGeneration/Bayes.py - */ - -/** - * @defgroup groupDistance Distance functions - * - * Distance functions for use with clustering algorithms. - * There are distance functions for float vectors and boolean vectors. - * - */ - - -#ifndef _ARM_MATH_H -#define _ARM_MATH_H - -#ifdef __cplusplus -extern "C" -{ -#endif - -/* Compiler specific diagnostic adjustment */ -#if defined ( __CC_ARM ) - -#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - -#elif defined ( __GNUC__ ) - #pragma GCC diagnostic push - #pragma GCC diagnostic ignored "-Wsign-conversion" - #pragma GCC diagnostic ignored "-Wconversion" - #pragma GCC diagnostic ignored "-Wunused-parameter" - -#elif defined ( __ICCARM__ ) - -#elif defined ( __TI_ARM__ ) - -#elif defined ( __CSMC__ ) - -#elif defined ( __TASKING__ ) - -#elif defined ( _MSC_VER ) - -#else - #error Unknown compiler -#endif - - -/* Included for instrinsics definitions */ -#if defined (_MSC_VER ) -#include -#define __STATIC_FORCEINLINE static __forceinline -#define __STATIC_INLINE static __inline -#define __ALIGNED(x) __declspec(align(x)) - -#elif defined (__GNUC_PYTHON__) -#include -#define __ALIGNED(x) __attribute__((aligned(x))) -#define __STATIC_FORCEINLINE static __attribute__((inline)) -#define __STATIC_INLINE static __attribute__((inline)) -#pragma GCC diagnostic ignored "-Wunused-function" -#pragma GCC diagnostic ignored "-Wattributes" - -#else -#include "cmsis_compiler.h" -#endif - - - -#include -#include -#include -#include - - -#define F64_MAX ((float64_t)DBL_MAX) -#define F32_MAX ((float32_t)FLT_MAX) - -#if defined(ARM_MATH_FLOAT16) -#define F16_MAX ((float16_t)FLT_MAX) -#endif - -#define F64_MIN (-DBL_MAX) -#define F32_MIN (-FLT_MAX) - -#if defined(ARM_MATH_FLOAT16) -#define F16_MIN (-(float16_t)FLT_MAX) -#endif - -#define F64_ABSMAX ((float64_t)DBL_MAX) -#define F32_ABSMAX ((float32_t)FLT_MAX) - -#if defined(ARM_MATH_FLOAT16) -#define F16_ABSMAX ((float16_t)FLT_MAX) -#endif - -#define F64_ABSMIN ((float64_t)0.0) -#define F32_ABSMIN ((float32_t)0.0) - -#if defined(ARM_MATH_FLOAT16) -#define F16_ABSMIN ((float16_t)0.0) -#endif - -#define Q31_MAX ((q31_t)(0x7FFFFFFFL)) -#define Q15_MAX ((q15_t)(0x7FFF)) -#define Q7_MAX ((q7_t)(0x7F)) -#define Q31_MIN ((q31_t)(0x80000000L)) -#define Q15_MIN ((q15_t)(0x8000)) -#define Q7_MIN ((q7_t)(0x80)) - -#define Q31_ABSMAX ((q31_t)(0x7FFFFFFFL)) -#define Q15_ABSMAX ((q15_t)(0x7FFF)) -#define Q7_ABSMAX ((q7_t)(0x7F)) -#define Q31_ABSMIN ((q31_t)0) -#define Q15_ABSMIN ((q15_t)0) -#define Q7_ABSMIN ((q7_t)0) - -/* evaluate ARM DSP feature */ -#if (defined (__ARM_FEATURE_DSP) && (__ARM_FEATURE_DSP == 1)) - #define ARM_MATH_DSP 1 -#endif - -#if defined(ARM_MATH_NEON) -#include -#endif - -#if defined (ARM_MATH_HELIUM) - #define ARM_MATH_MVEF - #define ARM_MATH_FLOAT16 -#endif - -#if defined (ARM_MATH_MVEF) - #define ARM_MATH_MVEI - #define ARM_MATH_FLOAT16 -#endif - -#if defined (ARM_MATH_HELIUM) || defined(ARM_MATH_MVEF) || defined(ARM_MATH_MVEI) -#include -#endif - - - /** - * @brief Macros required for reciprocal calculation in Normalized LMS - */ - -#define DELTA_Q31 ((q31_t)(0x100)) -#define DELTA_Q15 ((q15_t)0x5) -#define INDEX_MASK 0x0000003F -#ifndef PI - #define PI 3.14159265358979f -#endif - - /** - * @brief Macros required for SINE and COSINE Fast math approximations - */ - -#define FAST_MATH_TABLE_SIZE 512 -#define FAST_MATH_Q31_SHIFT (32 - 10) -#define FAST_MATH_Q15_SHIFT (16 - 10) -#define CONTROLLER_Q31_SHIFT (32 - 9) -#define TABLE_SPACING_Q31 0x400000 -#define TABLE_SPACING_Q15 0x80 - - /** - * @brief Macros required for SINE and COSINE Controller functions - */ - /* 1.31(q31) Fixed value of 2/360 */ - /* -1 to +1 is divided into 360 values so total spacing is (2/360) */ -#define INPUT_SPACING 0xB60B61 - - /** - * @brief Macros for complex numbers - */ - - /* Dimension C vector space */ - #define CMPLX_DIM 2 - - /** - * @brief Error status returned by some functions in the library. - */ - - typedef enum - { - ARM_MATH_SUCCESS = 0, /**< No error */ - ARM_MATH_ARGUMENT_ERROR = -1, /**< One or more arguments are incorrect */ - ARM_MATH_LENGTH_ERROR = -2, /**< Length of data buffer is incorrect */ - ARM_MATH_SIZE_MISMATCH = -3, /**< Size of matrices is not compatible with the operation */ - ARM_MATH_NANINF = -4, /**< Not-a-number (NaN) or infinity is generated */ - ARM_MATH_SINGULAR = -5, /**< Input matrix is singular and cannot be inverted */ - ARM_MATH_TEST_FAILURE = -6 /**< Test Failed */ - } arm_status; - - /** - * @brief 8-bit fractional data type in 1.7 format. - */ - typedef int8_t q7_t; - - /** - * @brief 16-bit fractional data type in 1.15 format. - */ - typedef int16_t q15_t; - - /** - * @brief 32-bit fractional data type in 1.31 format. - */ - typedef int32_t q31_t; - - /** - * @brief 64-bit fractional data type in 1.63 format. - */ - typedef int64_t q63_t; - - /** - * @brief 32-bit floating-point type definition. - */ - typedef float float32_t; - - /** - * @brief 64-bit floating-point type definition. - */ - typedef double float64_t; - - /** - * @brief vector types - */ -#if defined(ARM_MATH_NEON) || defined (ARM_MATH_MVEI) - /** - * @brief 64-bit fractional 128-bit vector data type in 1.63 format - */ - typedef int64x2_t q63x2_t; - - /** - * @brief 32-bit fractional 128-bit vector data type in 1.31 format. - */ - typedef int32x4_t q31x4_t; - - /** - * @brief 16-bit fractional 128-bit vector data type with 16-bit alignement in 1.15 format. - */ - typedef __ALIGNED(2) int16x8_t q15x8_t; - - /** - * @brief 8-bit fractional 128-bit vector data type with 8-bit alignement in 1.7 format. - */ - typedef __ALIGNED(1) int8x16_t q7x16_t; - - /** - * @brief 32-bit fractional 128-bit vector pair data type in 1.31 format. - */ - typedef int32x4x2_t q31x4x2_t; - - /** - * @brief 32-bit fractional 128-bit vector quadruplet data type in 1.31 format. - */ - typedef int32x4x4_t q31x4x4_t; - - /** - * @brief 16-bit fractional 128-bit vector pair data type in 1.15 format. - */ - typedef int16x8x2_t q15x8x2_t; - - /** - * @brief 16-bit fractional 128-bit vector quadruplet data type in 1.15 format. - */ - typedef int16x8x4_t q15x8x4_t; - - /** - * @brief 8-bit fractional 128-bit vector pair data type in 1.7 format. - */ - typedef int8x16x2_t q7x16x2_t; - - /** - * @brief 8-bit fractional 128-bit vector quadruplet data type in 1.7 format. - */ - typedef int8x16x4_t q7x16x4_t; - - /** - * @brief 32-bit fractional data type in 9.23 format. - */ - typedef int32_t q23_t; - - /** - * @brief 32-bit fractional 128-bit vector data type in 9.23 format. - */ - typedef int32x4_t q23x4_t; - - /** - * @brief 64-bit status 128-bit vector data type. - */ - typedef int64x2_t status64x2_t; - - /** - * @brief 32-bit status 128-bit vector data type. - */ - typedef int32x4_t status32x4_t; - - /** - * @brief 16-bit status 128-bit vector data type. - */ - typedef int16x8_t status16x8_t; - - /** - * @brief 8-bit status 128-bit vector data type. - */ - typedef int8x16_t status8x16_t; - - -#endif - -#if defined(ARM_MATH_NEON) || defined(ARM_MATH_MVEF) /* floating point vector*/ - /** - * @brief 32-bit floating-point 128-bit vector type - */ - typedef float32x4_t f32x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 128-bit vector data type - */ - typedef __ALIGNED(2) float16x8_t f16x8_t; -#endif - - /** - * @brief 32-bit floating-point 128-bit vector pair data type - */ - typedef float32x4x2_t f32x4x2_t; - - /** - * @brief 32-bit floating-point 128-bit vector quadruplet data type - */ - typedef float32x4x4_t f32x4x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 128-bit vector pair data type - */ - typedef float16x8x2_t f16x8x2_t; - - /** - * @brief 16-bit floating-point 128-bit vector quadruplet data type - */ - typedef float16x8x4_t f16x8x4_t; -#endif - - /** - * @brief 32-bit ubiquitous 128-bit vector data type - */ - typedef union _any32x4_t - { - float32x4_t f; - int32x4_t i; - } any32x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit ubiquitous 128-bit vector data type - */ - typedef union _any16x8_t - { - float16x8_t f; - int16x8_t i; - } any16x8_t; -#endif - -#endif - -#if defined(ARM_MATH_NEON) - /** - * @brief 32-bit fractional 64-bit vector data type in 1.31 format. - */ - typedef int32x2_t q31x2_t; - - /** - * @brief 16-bit fractional 64-bit vector data type in 1.15 format. - */ - typedef __ALIGNED(2) int16x4_t q15x4_t; - - /** - * @brief 8-bit fractional 64-bit vector data type in 1.7 format. - */ - typedef __ALIGNED(1) int8x8_t q7x8_t; - - /** - * @brief 32-bit float 64-bit vector data type. - */ - typedef float32x2_t f32x2_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit float 64-bit vector data type. - */ - typedef __ALIGNED(2) float16x4_t f16x4_t; -#endif - - /** - * @brief 32-bit floating-point 128-bit vector triplet data type - */ - typedef float32x4x3_t f32x4x3_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 128-bit vector triplet data type - */ - typedef float16x8x3_t f16x8x3_t; -#endif - - /** - * @brief 32-bit fractional 128-bit vector triplet data type in 1.31 format - */ - typedef int32x4x3_t q31x4x3_t; - - /** - * @brief 16-bit fractional 128-bit vector triplet data type in 1.15 format - */ - typedef int16x8x3_t q15x8x3_t; - - /** - * @brief 8-bit fractional 128-bit vector triplet data type in 1.7 format - */ - typedef int8x16x3_t q7x16x3_t; - - /** - * @brief 32-bit floating-point 64-bit vector pair data type - */ - typedef float32x2x2_t f32x2x2_t; - - /** - * @brief 32-bit floating-point 64-bit vector triplet data type - */ - typedef float32x2x3_t f32x2x3_t; - - /** - * @brief 32-bit floating-point 64-bit vector quadruplet data type - */ - typedef float32x2x4_t f32x2x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 64-bit vector pair data type - */ - typedef float16x4x2_t f16x4x2_t; - - /** - * @brief 16-bit floating-point 64-bit vector triplet data type - */ - typedef float16x4x3_t f16x4x3_t; - - /** - * @brief 16-bit floating-point 64-bit vector quadruplet data type - */ - typedef float16x4x4_t f16x4x4_t; -#endif - - /** - * @brief 32-bit fractional 64-bit vector pair data type in 1.31 format - */ - typedef int32x2x2_t q31x2x2_t; - - /** - * @brief 32-bit fractional 64-bit vector triplet data type in 1.31 format - */ - typedef int32x2x3_t q31x2x3_t; - - /** - * @brief 32-bit fractional 64-bit vector quadruplet data type in 1.31 format - */ - typedef int32x4x3_t q31x2x4_t; - - /** - * @brief 16-bit fractional 64-bit vector pair data type in 1.15 format - */ - typedef int16x4x2_t q15x4x2_t; - - /** - * @brief 16-bit fractional 64-bit vector triplet data type in 1.15 format - */ - typedef int16x4x2_t q15x4x3_t; - - /** - * @brief 16-bit fractional 64-bit vector quadruplet data type in 1.15 format - */ - typedef int16x4x3_t q15x4x4_t; - - /** - * @brief 8-bit fractional 64-bit vector pair data type in 1.7 format - */ - typedef int8x8x2_t q7x8x2_t; - - /** - * @brief 8-bit fractional 64-bit vector triplet data type in 1.7 format - */ - typedef int8x8x3_t q7x8x3_t; - - /** - * @brief 8-bit fractional 64-bit vector quadruplet data type in 1.7 format - */ - typedef int8x8x4_t q7x8x4_t; - - /** - * @brief 32-bit ubiquitous 64-bit vector data type - */ - typedef union _any32x2_t - { - float32x2_t f; - int32x2_t i; - } any32x2_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit ubiquitous 64-bit vector data type - */ - typedef union _any16x4_t - { - float16x4_t f; - int16x4_t i; - } any16x4_t; -#endif - - /** - * @brief 32-bit status 64-bit vector data type. - */ - typedef int32x4_t status32x2_t; - - /** - * @brief 16-bit status 64-bit vector data type. - */ - typedef int16x8_t status16x4_t; - - /** - * @brief 8-bit status 64-bit vector data type. - */ - typedef int8x16_t status8x8_t; - -#endif - - - -/** - @brief definition to read/write two 16 bit values. - @deprecated - */ -#if defined ( __CC_ARM ) - #define __SIMD32_TYPE int32_t __packed -#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - #define __SIMD32_TYPE int32_t -#elif defined ( __GNUC__ ) - #define __SIMD32_TYPE int32_t -#elif defined ( __ICCARM__ ) - #define __SIMD32_TYPE int32_t __packed -#elif defined ( __TI_ARM__ ) - #define __SIMD32_TYPE int32_t -#elif defined ( __CSMC__ ) - #define __SIMD32_TYPE int32_t -#elif defined ( __TASKING__ ) - #define __SIMD32_TYPE __un(aligned) int32_t -#elif defined(_MSC_VER ) - #define __SIMD32_TYPE int32_t -#else - #error Unknown compiler -#endif - -#define __SIMD32(addr) (*(__SIMD32_TYPE **) & (addr)) -#define __SIMD32_CONST(addr) ( (__SIMD32_TYPE * ) (addr)) -#define _SIMD32_OFFSET(addr) (*(__SIMD32_TYPE * ) (addr)) -#define __SIMD64(addr) (*( int64_t **) & (addr)) - -#define STEP(x) (x) <= 0 ? 0 : 1 -#define SQ(x) ((x) * (x)) - -/* SIMD replacement */ - - -/** - @brief Read 2 Q15 from Q15 pointer. - @param[in] pQ15 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q15x2 ( - q15_t * pQ15) -{ - q31_t val; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, pQ15, 4); -#else - val = (pQ15[1] << 16) | (pQ15[0] & 0x0FFFF) ; -#endif - - return (val); -} - -/** - @brief Read 2 Q15 from Q15 pointer and increment pointer afterwards. - @param[in] pQ15 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q15x2_ia ( - q15_t ** pQ15) -{ - q31_t val; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ15, 4); -#else - val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); -#endif - - *pQ15 += 2; - return (val); -} - -/** - @brief Read 2 Q15 from Q15 pointer and decrement pointer afterwards. - @param[in] pQ15 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q15x2_da ( - q15_t ** pQ15) -{ - q31_t val; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ15, 4); -#else - val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); -#endif - - *pQ15 -= 2; - return (val); -} - -/** - @brief Write 2 Q15 to Q15 pointer and increment pointer afterwards. - @param[in] pQ15 points to input value - @param[in] value Q31 value - @return none - */ -__STATIC_FORCEINLINE void write_q15x2_ia ( - q15_t ** pQ15, - q31_t value) -{ - q31_t val = value; -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (*pQ15, &val, 4); -#else - (*pQ15)[0] = (val & 0x0FFFF); - (*pQ15)[1] = (val >> 16) & 0x0FFFF; -#endif - - *pQ15 += 2; -} - -/** - @brief Write 2 Q15 to Q15 pointer. - @param[in] pQ15 points to input value - @param[in] value Q31 value - @return none - */ -__STATIC_FORCEINLINE void write_q15x2 ( - q15_t * pQ15, - q31_t value) -{ - q31_t val = value; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (pQ15, &val, 4); -#else - pQ15[0] = val & 0x0FFFF; - pQ15[1] = val >> 16; -#endif -} - - -/** - @brief Read 4 Q7 from Q7 pointer and increment pointer afterwards. - @param[in] pQ7 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q7x4_ia ( - q7_t ** pQ7) -{ - q31_t val; - - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ7, 4); -#else - val =(((*pQ7)[3] & 0x0FF) << 24) | (((*pQ7)[2] & 0x0FF) << 16) | (((*pQ7)[1] & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); -#endif - - *pQ7 += 4; - - return (val); -} - -/** - @brief Read 4 Q7 from Q7 pointer and decrement pointer afterwards. - @param[in] pQ7 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q7x4_da ( - q7_t ** pQ7) -{ - q31_t val; -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ7, 4); -#else - val = ((((*pQ7)[3]) & 0x0FF) << 24) | ((((*pQ7)[2]) & 0x0FF) << 16) | ((((*pQ7)[1]) & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); -#endif - *pQ7 -= 4; - - return (val); -} - -/** - @brief Write 4 Q7 to Q7 pointer and increment pointer afterwards. - @param[in] pQ7 points to input value - @param[in] value Q31 value - @return none - */ -__STATIC_FORCEINLINE void write_q7x4_ia ( - q7_t ** pQ7, - q31_t value) -{ - q31_t val = value; -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (*pQ7, &val, 4); -#else - (*pQ7)[0] = val & 0x0FF; - (*pQ7)[1] = (val >> 8) & 0x0FF; - (*pQ7)[2] = (val >> 16) & 0x0FF; - (*pQ7)[3] = (val >> 24) & 0x0FF; - -#endif - *pQ7 += 4; -} - -/* - -Normally those kind of definitions are in a compiler file -in Core or Core_A. - -But for MSVC compiler it is a bit special. The goal is very specific -to CMSIS-DSP and only to allow the use of this library from other -systems like Python or Matlab. - -MSVC is not going to be used to cross-compile to ARM. So, having a MSVC -compiler file in Core or Core_A would not make sense. - -*/ -#if defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) - __STATIC_FORCEINLINE uint8_t __CLZ(uint32_t data) - { - if (data == 0U) { return 32U; } - - uint32_t count = 0U; - uint32_t mask = 0x80000000U; - - while ((data & mask) == 0U) - { - count += 1U; - mask = mask >> 1U; - } - return count; - } - - __STATIC_FORCEINLINE int32_t __SSAT(int32_t val, uint32_t sat) - { - if ((sat >= 1U) && (sat <= 32U)) - { - const int32_t max = (int32_t)((1U << (sat - 1U)) - 1U); - const int32_t min = -1 - max ; - if (val > max) - { - return max; - } - else if (val < min) - { - return min; - } - } - return val; - } - - __STATIC_FORCEINLINE uint32_t __USAT(int32_t val, uint32_t sat) - { - if (sat <= 31U) - { - const uint32_t max = ((1U << sat) - 1U); - if (val > (int32_t)max) - { - return max; - } - else if (val < 0) - { - return 0U; - } - } - return (uint32_t)val; - } -#endif - -#ifndef ARM_MATH_DSP - /** - * @brief definition to pack two 16 bit values. - */ - #define __PKHBT(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0x0000FFFF) | \ - (((int32_t)(ARG2) << ARG3) & (int32_t)0xFFFF0000) ) - #define __PKHTB(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0xFFFF0000) | \ - (((int32_t)(ARG2) >> ARG3) & (int32_t)0x0000FFFF) ) -#endif - - /** - * @brief definition to pack four 8 bit values. - */ -#ifndef ARM_MATH_BIG_ENDIAN - #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v0) << 0) & (int32_t)0x000000FF) | \ - (((int32_t)(v1) << 8) & (int32_t)0x0000FF00) | \ - (((int32_t)(v2) << 16) & (int32_t)0x00FF0000) | \ - (((int32_t)(v3) << 24) & (int32_t)0xFF000000) ) -#else - #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v3) << 0) & (int32_t)0x000000FF) | \ - (((int32_t)(v2) << 8) & (int32_t)0x0000FF00) | \ - (((int32_t)(v1) << 16) & (int32_t)0x00FF0000) | \ - (((int32_t)(v0) << 24) & (int32_t)0xFF000000) ) -#endif - - - /** - * @brief Clips Q63 to Q31 values. - */ - __STATIC_FORCEINLINE q31_t clip_q63_to_q31( - q63_t x) - { - return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? - ((0x7FFFFFFF ^ ((q31_t) (x >> 63)))) : (q31_t) x; - } - - /** - * @brief Clips Q63 to Q15 values. - */ - __STATIC_FORCEINLINE q15_t clip_q63_to_q15( - q63_t x) - { - return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? - ((0x7FFF ^ ((q15_t) (x >> 63)))) : (q15_t) (x >> 15); - } - - /** - * @brief Clips Q31 to Q7 values. - */ - __STATIC_FORCEINLINE q7_t clip_q31_to_q7( - q31_t x) - { - return ((q31_t) (x >> 24) != ((q31_t) x >> 23)) ? - ((0x7F ^ ((q7_t) (x >> 31)))) : (q7_t) x; - } - - /** - * @brief Clips Q31 to Q15 values. - */ - __STATIC_FORCEINLINE q15_t clip_q31_to_q15( - q31_t x) - { - return ((q31_t) (x >> 16) != ((q31_t) x >> 15)) ? - ((0x7FFF ^ ((q15_t) (x >> 31)))) : (q15_t) x; - } - - /** - * @brief Multiplies 32 X 64 and returns 32 bit result in 2.30 format. - */ - __STATIC_FORCEINLINE q63_t mult32x64( - q63_t x, - q31_t y) - { - return ((((q63_t) (x & 0x00000000FFFFFFFF) * y) >> 32) + - (((q63_t) (x >> 32) * y) ) ); - } - - /** - * @brief Function to Calculates 1/in (reciprocal) value of Q31 Data type. - */ - __STATIC_FORCEINLINE uint32_t arm_recip_q31( - q31_t in, - q31_t * dst, - const q31_t * pRecipTable) - { - q31_t out; - uint32_t tempVal; - uint32_t index, i; - uint32_t signBits; - - if (in > 0) - { - signBits = ((uint32_t) (__CLZ( in) - 1)); - } - else - { - signBits = ((uint32_t) (__CLZ(-in) - 1)); - } - - /* Convert input sample to 1.31 format */ - in = (in << signBits); - - /* calculation of index for initial approximated Val */ - index = (uint32_t)(in >> 24); - index = (index & INDEX_MASK); - - /* 1.31 with exp 1 */ - out = pRecipTable[index]; - - /* calculation of reciprocal value */ - /* running approximation for two iterations */ - for (i = 0U; i < 2U; i++) - { - tempVal = (uint32_t) (((q63_t) in * out) >> 31); - tempVal = 0x7FFFFFFFu - tempVal; - /* 1.31 with exp 1 */ - /* out = (q31_t) (((q63_t) out * tempVal) >> 30); */ - out = clip_q63_to_q31(((q63_t) out * tempVal) >> 30); - } - - /* write output */ - *dst = out; - - /* return num of signbits of out = 1/in value */ - return (signBits + 1U); - } - - - /** - * @brief Function to Calculates 1/in (reciprocal) value of Q15 Data type. - */ - __STATIC_FORCEINLINE uint32_t arm_recip_q15( - q15_t in, - q15_t * dst, - const q15_t * pRecipTable) - { - q15_t out = 0; - uint32_t tempVal = 0; - uint32_t index = 0, i = 0; - uint32_t signBits = 0; - - if (in > 0) - { - signBits = ((uint32_t)(__CLZ( in) - 17)); - } - else - { - signBits = ((uint32_t)(__CLZ(-in) - 17)); - } - - /* Convert input sample to 1.15 format */ - in = (in << signBits); - - /* calculation of index for initial approximated Val */ - index = (uint32_t)(in >> 8); - index = (index & INDEX_MASK); - - /* 1.15 with exp 1 */ - out = pRecipTable[index]; - - /* calculation of reciprocal value */ - /* running approximation for two iterations */ - for (i = 0U; i < 2U; i++) - { - tempVal = (uint32_t) (((q31_t) in * out) >> 15); - tempVal = 0x7FFFu - tempVal; - /* 1.15 with exp 1 */ - out = (q15_t) (((q31_t) out * tempVal) >> 14); - /* out = clip_q31_to_q15(((q31_t) out * tempVal) >> 14); */ - } - - /* write output */ - *dst = out; - - /* return num of signbits of out = 1/in value */ - return (signBits + 1); - } - -/** - * @brief Integer exponentiation - * @param[in] x value - * @param[in] nb integer exponent >= 1 - * @return x^nb - * - */ -__STATIC_INLINE float32_t arm_exponent_f32(float32_t x, int32_t nb) -{ - float32_t r = x; - nb --; - while(nb > 0) - { - r = r * x; - nb--; - } - return(r); -} - -/** - * @brief 64-bit to 32-bit unsigned normalization - * @param[in] in is input unsigned long long value - * @param[out] normalized is the 32-bit normalized value - * @param[out] norm is norm scale - */ -__STATIC_INLINE void arm_norm_64_to_32u(uint64_t in, int32_t * normalized, int32_t *norm) -{ - int32_t n1; - int32_t hi = (int32_t) (in >> 32); - int32_t lo = (int32_t) ((in << 32) >> 32); - - n1 = __CLZ(hi) - 32; - if (!n1) - { - /* - * input fits in 32-bit - */ - n1 = __CLZ(lo); - if (!n1) - { - /* - * MSB set, need to scale down by 1 - */ - *norm = -1; - *normalized = (((uint32_t) lo) >> 1); - } else - { - if (n1 == 32) - { - /* - * input is zero - */ - *norm = 0; - *normalized = 0; - } else - { - /* - * 32-bit normalization - */ - *norm = n1 - 1; - *normalized = lo << *norm; - } - } - } else - { - /* - * input fits in 64-bit - */ - n1 = 1 - n1; - *norm = -n1; - /* - * 64 bit normalization - */ - *normalized = (((uint32_t) lo) >> n1) | (hi << (32 - n1)); - } -} - -__STATIC_INLINE q31_t arm_div_q63_to_q31(q63_t num, q31_t den) -{ - q31_t result; - uint64_t absNum; - int32_t normalized; - int32_t norm; - - /* - * if sum fits in 32bits - * avoid costly 64-bit division - */ - absNum = num > 0 ? num : -num; - arm_norm_64_to_32u(absNum, &normalized, &norm); - if (norm > 0) - /* - * 32-bit division - */ - result = (q31_t) num / den; - else - /* - * 64-bit division - */ - result = (q31_t) (num / den); - - return result; -} - - -/* - * @brief C custom defined intrinsic functions - */ -#if !defined (ARM_MATH_DSP) - - /* - * @brief C custom defined QADD8 - */ - __STATIC_FORCEINLINE uint32_t __QADD8( - uint32_t x, - uint32_t y) - { - q31_t r, s, t, u; - - r = __SSAT(((((q31_t)x << 24) >> 24) + (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; - s = __SSAT(((((q31_t)x << 16) >> 24) + (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; - t = __SSAT(((((q31_t)x << 8) >> 24) + (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; - u = __SSAT(((((q31_t)x ) >> 24) + (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; - - return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); - } - - - /* - * @brief C custom defined QSUB8 - */ - __STATIC_FORCEINLINE uint32_t __QSUB8( - uint32_t x, - uint32_t y) - { - q31_t r, s, t, u; - - r = __SSAT(((((q31_t)x << 24) >> 24) - (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; - s = __SSAT(((((q31_t)x << 16) >> 24) - (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; - t = __SSAT(((((q31_t)x << 8) >> 24) - (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; - u = __SSAT(((((q31_t)x ) >> 24) - (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; - - return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); - } - - - /* - * @brief C custom defined QADD16 - */ - __STATIC_FORCEINLINE uint32_t __QADD16( - uint32_t x, - uint32_t y) - { -/* q31_t r, s; without initialisation 'arm_offset_q15 test' fails but 'intrinsic' tests pass! for armCC */ - q31_t r = 0, s = 0; - - r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHADD16 - */ - __STATIC_FORCEINLINE uint32_t __SHADD16( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined QSUB16 - */ - __STATIC_FORCEINLINE uint32_t __QSUB16( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHSUB16 - */ - __STATIC_FORCEINLINE uint32_t __SHSUB16( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined QASX - */ - __STATIC_FORCEINLINE uint32_t __QASX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHASX - */ - __STATIC_FORCEINLINE uint32_t __SHASX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined QSAX - */ - __STATIC_FORCEINLINE uint32_t __QSAX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHSAX - */ - __STATIC_FORCEINLINE uint32_t __SHSAX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SMUSDX - */ - __STATIC_FORCEINLINE uint32_t __SMUSDX( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); - } - - /* - * @brief C custom defined SMUADX - */ - __STATIC_FORCEINLINE uint32_t __SMUADX( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); - } - - - /* - * @brief C custom defined QADD - */ - __STATIC_FORCEINLINE int32_t __QADD( - int32_t x, - int32_t y) - { - return ((int32_t)(clip_q63_to_q31((q63_t)x + (q31_t)y))); - } - - - /* - * @brief C custom defined QSUB - */ - __STATIC_FORCEINLINE int32_t __QSUB( - int32_t x, - int32_t y) - { - return ((int32_t)(clip_q63_to_q31((q63_t)x - (q31_t)y))); - } - - - /* - * @brief C custom defined SMLAD - */ - __STATIC_FORCEINLINE uint32_t __SMLAD( - uint32_t x, - uint32_t y, - uint32_t sum) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + - ( ((q31_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLADX - */ - __STATIC_FORCEINLINE uint32_t __SMLADX( - uint32_t x, - uint32_t y, - uint32_t sum) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + - ( ((q31_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLSDX - */ - __STATIC_FORCEINLINE uint32_t __SMLSDX( - uint32_t x, - uint32_t y, - uint32_t sum) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + - ( ((q31_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLALD - */ - __STATIC_FORCEINLINE uint64_t __SMLALD( - uint32_t x, - uint32_t y, - uint64_t sum) - { -/* return (sum + ((q15_t) (x >> 16) * (q15_t) (y >> 16)) + ((q15_t) x * (q15_t) y)); */ - return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + - ( ((q63_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLALDX - */ - __STATIC_FORCEINLINE uint64_t __SMLALDX( - uint32_t x, - uint32_t y, - uint64_t sum) - { -/* return (sum + ((q15_t) (x >> 16) * (q15_t) y)) + ((q15_t) x * (q15_t) (y >> 16)); */ - return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + - ( ((q63_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMUAD - */ - __STATIC_FORCEINLINE uint32_t __SMUAD( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); - } - - - /* - * @brief C custom defined SMUSD - */ - __STATIC_FORCEINLINE uint32_t __SMUSD( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) - - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); - } - - - /* - * @brief C custom defined SXTB16 - */ - __STATIC_FORCEINLINE uint32_t __SXTB16( - uint32_t x) - { - return ((uint32_t)(((((q31_t)x << 24) >> 24) & (q31_t)0x0000FFFF) | - ((((q31_t)x << 8) >> 8) & (q31_t)0xFFFF0000) )); - } - - /* - * @brief C custom defined SMMLA - */ - __STATIC_FORCEINLINE int32_t __SMMLA( - int32_t x, - int32_t y, - int32_t sum) - { - return (sum + (int32_t) (((int64_t) x * y) >> 32)); - } - -#endif /* !defined (ARM_MATH_DSP) */ - - - /** - * @brief Instance structure for the Q7 FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - q7_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - } arm_fir_instance_q7; - - /** - * @brief Instance structure for the Q15 FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - } arm_fir_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - } arm_fir_instance_q31; - - /** - * @brief Instance structure for the floating-point FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - } arm_fir_instance_f32; - - /** - * @brief Processing function for the Q7 FIR filter. - * @param[in] S points to an instance of the Q7 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_q7( - const arm_fir_instance_q7 * S, - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q7 FIR filter. - * @param[in,out] S points to an instance of the Q7 FIR structure. - * @param[in] numTaps Number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed. - */ - void arm_fir_init_q7( - arm_fir_instance_q7 * S, - uint16_t numTaps, - const q7_t * pCoeffs, - q7_t * pState, - uint32_t blockSize); - - /** - * @brief Processing function for the Q15 FIR filter. - * @param[in] S points to an instance of the Q15 FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_q15( - const arm_fir_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the fast Q15 FIR filter (fast version). - * @param[in] S points to an instance of the Q15 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_fast_q15( - const arm_fir_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q15 FIR filter. - * @param[in,out] S points to an instance of the Q15 FIR filter structure. - * @param[in] numTaps Number of filter coefficients in the filter. Must be even and greater than or equal to 4. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed at a time. - * @return The function returns either - * ARM_MATH_SUCCESS if initialization was successful or - * ARM_MATH_ARGUMENT_ERROR if numTaps is not a supported value. - */ - arm_status arm_fir_init_q15( - arm_fir_instance_q15 * S, - uint16_t numTaps, - const q15_t * pCoeffs, - q15_t * pState, - uint32_t blockSize); - - /** - * @brief Processing function for the Q31 FIR filter. - * @param[in] S points to an instance of the Q31 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_q31( - const arm_fir_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the fast Q31 FIR filter (fast version). - * @param[in] S points to an instance of the Q31 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_fast_q31( - const arm_fir_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q31 FIR filter. - * @param[in,out] S points to an instance of the Q31 FIR structure. - * @param[in] numTaps Number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed at a time. - */ - void arm_fir_init_q31( - arm_fir_instance_q31 * S, - uint16_t numTaps, - const q31_t * pCoeffs, - q31_t * pState, - uint32_t blockSize); - - /** - * @brief Processing function for the floating-point FIR filter. - * @param[in] S points to an instance of the floating-point FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_f32( - const arm_fir_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the floating-point FIR filter. - * @param[in,out] S points to an instance of the floating-point FIR filter structure. - * @param[in] numTaps Number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed at a time. - */ - void arm_fir_init_f32( - arm_fir_instance_f32 * S, - uint16_t numTaps, - const float32_t * pCoeffs, - float32_t * pState, - uint32_t blockSize); - - /** - * @brief Instance structure for the Q15 Biquad cascade filter. - */ - typedef struct - { - int8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - q15_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ - const q15_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ - int8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ - } arm_biquad_casd_df1_inst_q15; - - /** - * @brief Instance structure for the Q31 Biquad cascade filter. - */ - typedef struct - { - uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - q31_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ - const q31_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ - uint8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ - } arm_biquad_casd_df1_inst_q31; - - /** - * @brief Instance structure for the floating-point Biquad cascade filter. - */ - typedef struct - { - uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float32_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ - const float32_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_casd_df1_inst_f32; - -#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) - /** - * @brief Instance structure for the modified Biquad coefs required by vectorized code. - */ - typedef struct - { - float32_t coeffs[8][4]; /**< Points to the array of modified coefficients. The array is of length 32. There is one per stage */ - } arm_biquad_mod_coef_f32; -#endif - - /** - * @brief Processing function for the Q15 Biquad cascade filter. - * @param[in] S points to an instance of the Q15 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_q15( - const arm_biquad_casd_df1_inst_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q15 Biquad cascade filter. - * @param[in,out] S points to an instance of the Q15 Biquad cascade structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format - */ - void arm_biquad_cascade_df1_init_q15( - arm_biquad_casd_df1_inst_q15 * S, - uint8_t numStages, - const q15_t * pCoeffs, - q15_t * pState, - int8_t postShift); - - /** - * @brief Fast but less precise processing function for the Q15 Biquad cascade filter for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q15 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_fast_q15( - const arm_biquad_casd_df1_inst_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the Q31 Biquad cascade filter - * @param[in] S points to an instance of the Q31 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_q31( - const arm_biquad_casd_df1_inst_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Fast but less precise processing function for the Q31 Biquad cascade filter for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q31 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_fast_q31( - const arm_biquad_casd_df1_inst_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q31 Biquad cascade filter. - * @param[in,out] S points to an instance of the Q31 Biquad cascade structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format - */ - void arm_biquad_cascade_df1_init_q31( - arm_biquad_casd_df1_inst_q31 * S, - uint8_t numStages, - const q31_t * pCoeffs, - q31_t * pState, - int8_t postShift); - - /** - * @brief Processing function for the floating-point Biquad cascade filter. - * @param[in] S points to an instance of the floating-point Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_f32( - const arm_biquad_casd_df1_inst_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the floating-point Biquad cascade filter. - * @param[in,out] S points to an instance of the floating-point Biquad cascade structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pCoeffsMod points to the modified filter coefficients (only MVE version). - * @param[in] pState points to the state buffer. - */ -#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) - void arm_biquad_cascade_df1_mve_init_f32( - arm_biquad_casd_df1_inst_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - arm_biquad_mod_coef_f32 * pCoeffsMod, - float32_t * pState); -#endif - - void arm_biquad_cascade_df1_init_f32( - arm_biquad_casd_df1_inst_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Compute the logical bitwise AND of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_and_u16( - const uint16_t * pSrcA, - const uint16_t * pSrcB, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise AND of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_and_u32( - const uint32_t * pSrcA, - const uint32_t * pSrcB, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise AND of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_and_u8( - const uint8_t * pSrcA, - const uint8_t * pSrcB, - uint8_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise OR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_or_u16( - const uint16_t * pSrcA, - const uint16_t * pSrcB, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise OR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_or_u32( - const uint32_t * pSrcA, - const uint32_t * pSrcB, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise OR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_or_u8( - const uint8_t * pSrcA, - const uint8_t * pSrcB, - uint8_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise NOT of a fixed-point vector. - * @param[in] pSrc points to input vector - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_not_u16( - const uint16_t * pSrc, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise NOT of a fixed-point vector. - * @param[in] pSrc points to input vector - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_not_u32( - const uint32_t * pSrc, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise NOT of a fixed-point vector. - * @param[in] pSrc points to input vector - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_not_u8( - const uint8_t * pSrc, - uint8_t * pDst, - uint32_t blockSize); - -/** - * @brief Compute the logical bitwise XOR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_xor_u16( - const uint16_t * pSrcA, - const uint16_t * pSrcB, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise XOR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_xor_u32( - const uint32_t * pSrcA, - const uint32_t * pSrcB, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise XOR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_xor_u8( - const uint8_t * pSrcA, - const uint8_t * pSrcB, - uint8_t * pDst, - uint32_t blockSize); - - /** - * @brief Struct for specifying sorting algorithm - */ - typedef enum - { - ARM_SORT_BITONIC = 0, - /**< Bitonic sort */ - ARM_SORT_BUBBLE = 1, - /**< Bubble sort */ - ARM_SORT_HEAP = 2, - /**< Heap sort */ - ARM_SORT_INSERTION = 3, - /**< Insertion sort */ - ARM_SORT_QUICK = 4, - /**< Quick sort */ - ARM_SORT_SELECTION = 5 - /**< Selection sort */ - } arm_sort_alg; - - /** - * @brief Struct for specifying sorting algorithm - */ - typedef enum - { - ARM_SORT_DESCENDING = 0, - /**< Descending order (9 to 0) */ - ARM_SORT_ASCENDING = 1 - /**< Ascending order (0 to 9) */ - } arm_sort_dir; - - /** - * @brief Instance structure for the sorting algorithms. - */ - typedef struct - { - arm_sort_alg alg; /**< Sorting algorithm selected */ - arm_sort_dir dir; /**< Sorting order (direction) */ - } arm_sort_instance_f32; - - /** - * @param[in] S points to an instance of the sorting structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_sort_f32( - const arm_sort_instance_f32 * S, - float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @param[in,out] S points to an instance of the sorting structure. - * @param[in] alg Selected algorithm. - * @param[in] dir Sorting order. - */ - void arm_sort_init_f32( - arm_sort_instance_f32 * S, - arm_sort_alg alg, - arm_sort_dir dir); - - /** - * @brief Instance structure for the sorting algorithms. - */ - typedef struct - { - arm_sort_dir dir; /**< Sorting order (direction) */ - float32_t * buffer; /**< Working buffer */ - } arm_merge_sort_instance_f32; - - /** - * @param[in] S points to an instance of the sorting structure. - * @param[in,out] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_merge_sort_f32( - const arm_merge_sort_instance_f32 * S, - float32_t *pSrc, - float32_t *pDst, - uint32_t blockSize); - - /** - * @param[in,out] S points to an instance of the sorting structure. - * @param[in] dir Sorting order. - * @param[in] buffer Working buffer. - */ - void arm_merge_sort_init_f32( - arm_merge_sort_instance_f32 * S, - arm_sort_dir dir, - float32_t * buffer); - - /** - * @brief Struct for specifying cubic spline type - */ - typedef enum - { - ARM_SPLINE_NATURAL = 0, /**< Natural spline */ - ARM_SPLINE_PARABOLIC_RUNOUT = 1 /**< Parabolic runout spline */ - } arm_spline_type; - - /** - * @brief Instance structure for the floating-point cubic spline interpolation. - */ - typedef struct - { - arm_spline_type type; /**< Type (boundary conditions) */ - const float32_t * x; /**< x values */ - const float32_t * y; /**< y values */ - uint32_t n_x; /**< Number of known data points */ - float32_t * coeffs; /**< Coefficients buffer (b,c, and d) */ - } arm_spline_instance_f32; - - /** - * @brief Processing function for the floating-point cubic spline interpolation. - * @param[in] S points to an instance of the floating-point spline structure. - * @param[in] xq points to the x values ot the interpolated data points. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples of output data. - */ - void arm_spline_f32( - arm_spline_instance_f32 * S, - const float32_t * xq, - float32_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the floating-point cubic spline interpolation. - * @param[in,out] S points to an instance of the floating-point spline structure. - * @param[in] type type of cubic spline interpolation (boundary conditions) - * @param[in] x points to the x values of the known data points. - * @param[in] y points to the y values of the known data points. - * @param[in] n number of known data points. - * @param[in] coeffs coefficients array for b, c, and d - * @param[in] tempBuffer buffer array for internal computations - */ - void arm_spline_init_f32( - arm_spline_instance_f32 * S, - arm_spline_type type, - const float32_t * x, - const float32_t * y, - uint32_t n, - float32_t * coeffs, - float32_t * tempBuffer); - - /** - * @brief Instance structure for the floating-point matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - float32_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_f32; - - /** - * @brief Instance structure for the floating-point matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - float64_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_f64; - - /** - * @brief Instance structure for the Q15 matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - q15_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_q15; - - /** - * @brief Instance structure for the Q31 matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - q31_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_q31; - - /** - * @brief Floating-point matrix addition. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_add_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix addition. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_add_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix addition. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_add_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point, complex, matrix multiplication. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_cmplx_mult_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15, complex, matrix multiplication. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_cmplx_mult_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst, - q15_t * pScratch); - - /** - * @brief Q31, complex, matrix multiplication. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_cmplx_mult_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix transpose. - * @param[in] pSrc points to the input matrix - * @param[out] pDst points to the output matrix - * @return The function returns either ARM_MATH_SIZE_MISMATCH - * or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_trans_f32( - const arm_matrix_instance_f32 * pSrc, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix transpose. - * @param[in] pSrc points to the input matrix - * @param[out] pDst points to the output matrix - * @return The function returns either ARM_MATH_SIZE_MISMATCH - * or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_trans_q15( - const arm_matrix_instance_q15 * pSrc, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix transpose. - * @param[in] pSrc points to the input matrix - * @param[out] pDst points to the output matrix - * @return The function returns either ARM_MATH_SIZE_MISMATCH - * or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_trans_q31( - const arm_matrix_instance_q31 * pSrc, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix multiplication - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix multiplication - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @param[in] pState points to the array for storing intermediate results - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst, - q15_t * pState); - - /** - * @brief Q15 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @param[in] pState points to the array for storing intermediate results - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_fast_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst, - q15_t * pState); - - /** - * @brief Q31 matrix multiplication - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Q31 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_fast_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix subtraction - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_sub_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix subtraction - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_sub_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix subtraction - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_sub_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix scaling. - * @param[in] pSrc points to the input matrix - * @param[in] scale scale factor - * @param[out] pDst points to the output matrix - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_scale_f32( - const arm_matrix_instance_f32 * pSrc, - float32_t scale, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix scaling. - * @param[in] pSrc points to input matrix - * @param[in] scaleFract fractional portion of the scale factor - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to output matrix - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_scale_q15( - const arm_matrix_instance_q15 * pSrc, - q15_t scaleFract, - int32_t shift, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix scaling. - * @param[in] pSrc points to input matrix - * @param[in] scaleFract fractional portion of the scale factor - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_scale_q31( - const arm_matrix_instance_q31 * pSrc, - q31_t scaleFract, - int32_t shift, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Q31 matrix initialization. - * @param[in,out] S points to an instance of the floating-point matrix structure. - * @param[in] nRows number of rows in the matrix. - * @param[in] nColumns number of columns in the matrix. - * @param[in] pData points to the matrix data array. - */ -void arm_mat_init_q31( - arm_matrix_instance_q31 * S, - uint16_t nRows, - uint16_t nColumns, - q31_t * pData); - - /** - * @brief Q15 matrix initialization. - * @param[in,out] S points to an instance of the floating-point matrix structure. - * @param[in] nRows number of rows in the matrix. - * @param[in] nColumns number of columns in the matrix. - * @param[in] pData points to the matrix data array. - */ -void arm_mat_init_q15( - arm_matrix_instance_q15 * S, - uint16_t nRows, - uint16_t nColumns, - q15_t * pData); - - /** - * @brief Floating-point matrix initialization. - * @param[in,out] S points to an instance of the floating-point matrix structure. - * @param[in] nRows number of rows in the matrix. - * @param[in] nColumns number of columns in the matrix. - * @param[in] pData points to the matrix data array. - */ -void arm_mat_init_f32( - arm_matrix_instance_f32 * S, - uint16_t nRows, - uint16_t nColumns, - float32_t * pData); - - - /** - * @brief Instance structure for the Q15 PID Control. - */ - typedef struct - { - q15_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ -#if !defined (ARM_MATH_DSP) - q15_t A1; - q15_t A2; -#else - q31_t A1; /**< The derived gain A1 = -Kp - 2Kd | Kd.*/ -#endif - q15_t state[3]; /**< The state array of length 3. */ - q15_t Kp; /**< The proportional gain. */ - q15_t Ki; /**< The integral gain. */ - q15_t Kd; /**< The derivative gain. */ - } arm_pid_instance_q15; - - /** - * @brief Instance structure for the Q31 PID Control. - */ - typedef struct - { - q31_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ - q31_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ - q31_t A2; /**< The derived gain, A2 = Kd . */ - q31_t state[3]; /**< The state array of length 3. */ - q31_t Kp; /**< The proportional gain. */ - q31_t Ki; /**< The integral gain. */ - q31_t Kd; /**< The derivative gain. */ - } arm_pid_instance_q31; - - /** - * @brief Instance structure for the floating-point PID Control. - */ - typedef struct - { - float32_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ - float32_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ - float32_t A2; /**< The derived gain, A2 = Kd . */ - float32_t state[3]; /**< The state array of length 3. */ - float32_t Kp; /**< The proportional gain. */ - float32_t Ki; /**< The integral gain. */ - float32_t Kd; /**< The derivative gain. */ - } arm_pid_instance_f32; - - - - /** - * @brief Initialization function for the floating-point PID Control. - * @param[in,out] S points to an instance of the PID structure. - * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. - */ - void arm_pid_init_f32( - arm_pid_instance_f32 * S, - int32_t resetStateFlag); - - - /** - * @brief Reset function for the floating-point PID Control. - * @param[in,out] S is an instance of the floating-point PID Control structure - */ - void arm_pid_reset_f32( - arm_pid_instance_f32 * S); - - - /** - * @brief Initialization function for the Q31 PID Control. - * @param[in,out] S points to an instance of the Q15 PID structure. - * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. - */ - void arm_pid_init_q31( - arm_pid_instance_q31 * S, - int32_t resetStateFlag); - - - /** - * @brief Reset function for the Q31 PID Control. - * @param[in,out] S points to an instance of the Q31 PID Control structure - */ - - void arm_pid_reset_q31( - arm_pid_instance_q31 * S); - - - /** - * @brief Initialization function for the Q15 PID Control. - * @param[in,out] S points to an instance of the Q15 PID structure. - * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. - */ - void arm_pid_init_q15( - arm_pid_instance_q15 * S, - int32_t resetStateFlag); - - - /** - * @brief Reset function for the Q15 PID Control. - * @param[in,out] S points to an instance of the q15 PID Control structure - */ - void arm_pid_reset_q15( - arm_pid_instance_q15 * S); - - - /** - * @brief Instance structure for the floating-point Linear Interpolate function. - */ - typedef struct - { - uint32_t nValues; /**< nValues */ - float32_t x1; /**< x1 */ - float32_t xSpacing; /**< xSpacing */ - float32_t *pYData; /**< pointer to the table of Y values */ - } arm_linear_interp_instance_f32; - - /** - * @brief Instance structure for the floating-point bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - float32_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_f32; - - /** - * @brief Instance structure for the Q31 bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - q31_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_q31; - - /** - * @brief Instance structure for the Q15 bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - q15_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_q15; - - /** - * @brief Instance structure for the Q15 bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - q7_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_q7; - - - /** - * @brief Q7 vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Floating-point vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q15_t *pTwiddle; /**< points to the Sin twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix2_instance_q15; - -/* Deprecated */ - arm_status arm_cfft_radix2_init_q15( - arm_cfft_radix2_instance_q15 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix2_q15( - const arm_cfft_radix2_instance_q15 * S, - q15_t * pSrc); - - - /** - * @brief Instance structure for the Q15 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q15_t *pTwiddle; /**< points to the twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix4_instance_q15; - -/* Deprecated */ - arm_status arm_cfft_radix4_init_q15( - arm_cfft_radix4_instance_q15 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix4_q15( - const arm_cfft_radix4_instance_q15 * S, - q15_t * pSrc); - - /** - * @brief Instance structure for the Radix-2 Q31 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix2_instance_q31; - -/* Deprecated */ - arm_status arm_cfft_radix2_init_q31( - arm_cfft_radix2_instance_q31 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix2_q31( - const arm_cfft_radix2_instance_q31 * S, - q31_t * pSrc); - - /** - * @brief Instance structure for the Q31 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q31_t *pTwiddle; /**< points to the twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix4_instance_q31; - -/* Deprecated */ - void arm_cfft_radix4_q31( - const arm_cfft_radix4_instance_q31 * S, - q31_t * pSrc); - -/* Deprecated */ - arm_status arm_cfft_radix4_init_q31( - arm_cfft_radix4_instance_q31 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - float32_t onebyfftLen; /**< value of 1/fftLen. */ - } arm_cfft_radix2_instance_f32; - -/* Deprecated */ - arm_status arm_cfft_radix2_init_f32( - arm_cfft_radix2_instance_f32 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix2_f32( - const arm_cfft_radix2_instance_f32 * S, - float32_t * pSrc); - - /** - * @brief Instance structure for the floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - float32_t onebyfftLen; /**< value of 1/fftLen. */ - } arm_cfft_radix4_instance_f32; - -/* Deprecated */ - arm_status arm_cfft_radix4_init_f32( - arm_cfft_radix4_instance_f32 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix4_f32( - const arm_cfft_radix4_instance_f32 * S, - float32_t * pSrc); - - /** - * @brief Instance structure for the fixed-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const q15_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ -#if defined(ARM_MATH_MVEI) - const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ - const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ - const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ - const q15_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ - const q15_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ - const q15_t *rearranged_twiddle_stride3; -#endif - } arm_cfft_instance_q15; - -arm_status arm_cfft_init_q15( - arm_cfft_instance_q15 * S, - uint16_t fftLen); - -void arm_cfft_q15( - const arm_cfft_instance_q15 * S, - q15_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the fixed-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ -#if defined(ARM_MATH_MVEI) - const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ - const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ - const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ - const q31_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ - const q31_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ - const q31_t *rearranged_twiddle_stride3; -#endif - } arm_cfft_instance_q31; - -arm_status arm_cfft_init_q31( - arm_cfft_instance_q31 * S, - uint16_t fftLen); - -void arm_cfft_q31( - const arm_cfft_instance_q31 * S, - q31_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ -#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) - const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ - const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ - const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ - const float32_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ - const float32_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ - const float32_t *rearranged_twiddle_stride3; -#endif - } arm_cfft_instance_f32; - - - arm_status arm_cfft_init_f32( - arm_cfft_instance_f32 * S, - uint16_t fftLen); - - void arm_cfft_f32( - const arm_cfft_instance_f32 * S, - float32_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - - /** - * @brief Instance structure for the Double Precision Floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const float64_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ - } arm_cfft_instance_f64; - - void arm_cfft_f64( - const arm_cfft_instance_f64 * S, - float64_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the Q15 RFFT/RIFFT function. - */ - typedef struct - { - uint32_t fftLenReal; /**< length of the real FFT. */ - uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ - uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ - uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - const q15_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ - const q15_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ -#if defined(ARM_MATH_MVEI) - arm_cfft_instance_q15 cfftInst; -#else - const arm_cfft_instance_q15 *pCfft; /**< points to the complex FFT instance. */ -#endif - } arm_rfft_instance_q15; - - arm_status arm_rfft_init_q15( - arm_rfft_instance_q15 * S, - uint32_t fftLenReal, - uint32_t ifftFlagR, - uint32_t bitReverseFlag); - - void arm_rfft_q15( - const arm_rfft_instance_q15 * S, - q15_t * pSrc, - q15_t * pDst); - - /** - * @brief Instance structure for the Q31 RFFT/RIFFT function. - */ - typedef struct - { - uint32_t fftLenReal; /**< length of the real FFT. */ - uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ - uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ - uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - const q31_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ - const q31_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ -#if defined(ARM_MATH_MVEI) - arm_cfft_instance_q31 cfftInst; -#else - const arm_cfft_instance_q31 *pCfft; /**< points to the complex FFT instance. */ -#endif - } arm_rfft_instance_q31; - - arm_status arm_rfft_init_q31( - arm_rfft_instance_q31 * S, - uint32_t fftLenReal, - uint32_t ifftFlagR, - uint32_t bitReverseFlag); - - void arm_rfft_q31( - const arm_rfft_instance_q31 * S, - q31_t * pSrc, - q31_t * pDst); - - /** - * @brief Instance structure for the floating-point RFFT/RIFFT function. - */ - typedef struct - { - uint32_t fftLenReal; /**< length of the real FFT. */ - uint16_t fftLenBy2; /**< length of the complex FFT. */ - uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ - uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ - uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - const float32_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ - const float32_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ - arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ - } arm_rfft_instance_f32; - - arm_status arm_rfft_init_f32( - arm_rfft_instance_f32 * S, - arm_cfft_radix4_instance_f32 * S_CFFT, - uint32_t fftLenReal, - uint32_t ifftFlagR, - uint32_t bitReverseFlag); - - void arm_rfft_f32( - const arm_rfft_instance_f32 * S, - float32_t * pSrc, - float32_t * pDst); - - /** - * @brief Instance structure for the Double Precision Floating-point RFFT/RIFFT function. - */ -typedef struct - { - arm_cfft_instance_f64 Sint; /**< Internal CFFT structure. */ - uint16_t fftLenRFFT; /**< length of the real sequence */ - const float64_t * pTwiddleRFFT; /**< Twiddle factors real stage */ - } arm_rfft_fast_instance_f64 ; - -arm_status arm_rfft_fast_init_f64 ( - arm_rfft_fast_instance_f64 * S, - uint16_t fftLen); - - -void arm_rfft_fast_f64( - arm_rfft_fast_instance_f64 * S, - float64_t * p, float64_t * pOut, - uint8_t ifftFlag); - - - /** - * @brief Instance structure for the floating-point RFFT/RIFFT function. - */ -typedef struct - { - arm_cfft_instance_f32 Sint; /**< Internal CFFT structure. */ - uint16_t fftLenRFFT; /**< length of the real sequence */ - const float32_t * pTwiddleRFFT; /**< Twiddle factors real stage */ - } arm_rfft_fast_instance_f32 ; - -arm_status arm_rfft_fast_init_f32 ( - arm_rfft_fast_instance_f32 * S, - uint16_t fftLen); - - - void arm_rfft_fast_f32( - const arm_rfft_fast_instance_f32 * S, - float32_t * p, float32_t * pOut, - uint8_t ifftFlag); - - /** - * @brief Instance structure for the floating-point DCT4/IDCT4 function. - */ - typedef struct - { - uint16_t N; /**< length of the DCT4. */ - uint16_t Nby2; /**< half of the length of the DCT4. */ - float32_t normalize; /**< normalizing factor. */ - const float32_t *pTwiddle; /**< points to the twiddle factor table. */ - const float32_t *pCosFactor; /**< points to the cosFactor table. */ - arm_rfft_instance_f32 *pRfft; /**< points to the real FFT instance. */ - arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ - } arm_dct4_instance_f32; - - - /** - * @brief Initialization function for the floating-point DCT4/IDCT4. - * @param[in,out] S points to an instance of floating-point DCT4/IDCT4 structure. - * @param[in] S_RFFT points to an instance of floating-point RFFT/RIFFT structure. - * @param[in] S_CFFT points to an instance of floating-point CFFT/CIFFT structure. - * @param[in] N length of the DCT4. - * @param[in] Nby2 half of the length of the DCT4. - * @param[in] normalize normalizing factor. - * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if fftLenReal is not a supported transform length. - */ - arm_status arm_dct4_init_f32( - arm_dct4_instance_f32 * S, - arm_rfft_instance_f32 * S_RFFT, - arm_cfft_radix4_instance_f32 * S_CFFT, - uint16_t N, - uint16_t Nby2, - float32_t normalize); - - - /** - * @brief Processing function for the floating-point DCT4/IDCT4. - * @param[in] S points to an instance of the floating-point DCT4/IDCT4 structure. - * @param[in] pState points to state buffer. - * @param[in,out] pInlineBuffer points to the in-place input and output buffer. - */ - void arm_dct4_f32( - const arm_dct4_instance_f32 * S, - float32_t * pState, - float32_t * pInlineBuffer); - - - /** - * @brief Instance structure for the Q31 DCT4/IDCT4 function. - */ - typedef struct - { - uint16_t N; /**< length of the DCT4. */ - uint16_t Nby2; /**< half of the length of the DCT4. */ - q31_t normalize; /**< normalizing factor. */ - const q31_t *pTwiddle; /**< points to the twiddle factor table. */ - const q31_t *pCosFactor; /**< points to the cosFactor table. */ - arm_rfft_instance_q31 *pRfft; /**< points to the real FFT instance. */ - arm_cfft_radix4_instance_q31 *pCfft; /**< points to the complex FFT instance. */ - } arm_dct4_instance_q31; - - - /** - * @brief Initialization function for the Q31 DCT4/IDCT4. - * @param[in,out] S points to an instance of Q31 DCT4/IDCT4 structure. - * @param[in] S_RFFT points to an instance of Q31 RFFT/RIFFT structure - * @param[in] S_CFFT points to an instance of Q31 CFFT/CIFFT structure - * @param[in] N length of the DCT4. - * @param[in] Nby2 half of the length of the DCT4. - * @param[in] normalize normalizing factor. - * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. - */ - arm_status arm_dct4_init_q31( - arm_dct4_instance_q31 * S, - arm_rfft_instance_q31 * S_RFFT, - arm_cfft_radix4_instance_q31 * S_CFFT, - uint16_t N, - uint16_t Nby2, - q31_t normalize); - - - /** - * @brief Processing function for the Q31 DCT4/IDCT4. - * @param[in] S points to an instance of the Q31 DCT4 structure. - * @param[in] pState points to state buffer. - * @param[in,out] pInlineBuffer points to the in-place input and output buffer. - */ - void arm_dct4_q31( - const arm_dct4_instance_q31 * S, - q31_t * pState, - q31_t * pInlineBuffer); - - - /** - * @brief Instance structure for the Q15 DCT4/IDCT4 function. - */ - typedef struct - { - uint16_t N; /**< length of the DCT4. */ - uint16_t Nby2; /**< half of the length of the DCT4. */ - q15_t normalize; /**< normalizing factor. */ - const q15_t *pTwiddle; /**< points to the twiddle factor table. */ - const q15_t *pCosFactor; /**< points to the cosFactor table. */ - arm_rfft_instance_q15 *pRfft; /**< points to the real FFT instance. */ - arm_cfft_radix4_instance_q15 *pCfft; /**< points to the complex FFT instance. */ - } arm_dct4_instance_q15; - - - /** - * @brief Initialization function for the Q15 DCT4/IDCT4. - * @param[in,out] S points to an instance of Q15 DCT4/IDCT4 structure. - * @param[in] S_RFFT points to an instance of Q15 RFFT/RIFFT structure. - * @param[in] S_CFFT points to an instance of Q15 CFFT/CIFFT structure. - * @param[in] N length of the DCT4. - * @param[in] Nby2 half of the length of the DCT4. - * @param[in] normalize normalizing factor. - * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. - */ - arm_status arm_dct4_init_q15( - arm_dct4_instance_q15 * S, - arm_rfft_instance_q15 * S_RFFT, - arm_cfft_radix4_instance_q15 * S_CFFT, - uint16_t N, - uint16_t Nby2, - q15_t normalize); - - - /** - * @brief Processing function for the Q15 DCT4/IDCT4. - * @param[in] S points to an instance of the Q15 DCT4 structure. - * @param[in] pState points to state buffer. - * @param[in,out] pInlineBuffer points to the in-place input and output buffer. - */ - void arm_dct4_q15( - const arm_dct4_instance_q15 * S, - q15_t * pState, - q15_t * pInlineBuffer); - - - /** - * @brief Floating-point vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q7 vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Floating-point vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q7 vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a floating-point vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scale scale factor to be applied - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_f32( - const float32_t * pSrc, - float32_t scale, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a Q7 vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scaleFract fractional portion of the scale value - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_q7( - const q7_t * pSrc, - q7_t scaleFract, - int8_t shift, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a Q15 vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scaleFract fractional portion of the scale value - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_q15( - const q15_t * pSrc, - q15_t scaleFract, - int8_t shift, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a Q31 vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scaleFract fractional portion of the scale value - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_q31( - const q31_t * pSrc, - q31_t scaleFract, - int8_t shift, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q7 vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_q7( - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Floating-point vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Dot product of floating-point vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - uint32_t blockSize, - float32_t * result); - - - /** - * @brief Dot product of Q7 vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - uint32_t blockSize, - q31_t * result); - - - /** - * @brief Dot product of Q15 vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - uint32_t blockSize, - q63_t * result); - - - /** - * @brief Dot product of Q31 vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - uint32_t blockSize, - q63_t * result); - - - /** - * @brief Shifts the elements of a Q7 vector a specified number of bits. - * @param[in] pSrc points to the input vector - * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_shift_q7( - const q7_t * pSrc, - int8_t shiftBits, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Shifts the elements of a Q15 vector a specified number of bits. - * @param[in] pSrc points to the input vector - * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_shift_q15( - const q15_t * pSrc, - int8_t shiftBits, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Shifts the elements of a Q31 vector a specified number of bits. - * @param[in] pSrc points to the input vector - * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_shift_q31( - const q31_t * pSrc, - int8_t shiftBits, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a floating-point vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_f32( - const float32_t * pSrc, - float32_t offset, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a Q7 vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_q7( - const q7_t * pSrc, - q7_t offset, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a Q15 vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_q15( - const q15_t * pSrc, - q15_t offset, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a Q31 vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_q31( - const q31_t * pSrc, - q31_t offset, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a floating-point vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a Q7 vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_q7( - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a Q15 vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a Q31 vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a floating-point vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a Q7 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_q7( - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a Q15 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a Q31 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a floating-point vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_f32( - float32_t value, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a Q7 vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_q7( - q7_t value, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a Q15 vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_q15( - q15_t value, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a Q31 vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_q31( - q31_t value, - q31_t * pDst, - uint32_t blockSize); - - -/** - * @brief Convolution of floating-point sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. - */ - void arm_conv_f32( - const float32_t * pSrcA, - uint32_t srcALen, - const float32_t * pSrcB, - uint32_t srcBLen, - float32_t * pDst); - - - /** - * @brief Convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - */ - void arm_conv_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - -/** - * @brief Convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. - */ - void arm_conv_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - - /** - * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_fast_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - - /** - * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - */ - void arm_conv_fast_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Convolution of Q31 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - - /** - * @brief Convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_fast_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - - /** - * @brief Convolution of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). - */ - void arm_conv_opt_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Convolution of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst); - - - /** - * @brief Partial convolution of floating-point sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_f32( - const float32_t * pSrcA, - uint32_t srcALen, - const float32_t * pSrcB, - uint32_t srcBLen, - float32_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Partial convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_fast_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_fast_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Partial convolution of Q31 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_fast_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q7 sequences - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_opt_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - uint32_t firstIndex, - uint32_t numPoints, - q15_t * pScratch1, - q15_t * pScratch2); - - -/** - * @brief Partial convolution of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Instance structure for the Q15 FIR decimator. - */ - typedef struct - { - uint8_t M; /**< decimation factor. */ - uint16_t numTaps; /**< number of coefficients in the filter. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - } arm_fir_decimate_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR decimator. - */ - typedef struct - { - uint8_t M; /**< decimation factor. */ - uint16_t numTaps; /**< number of coefficients in the filter. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - } arm_fir_decimate_instance_q31; - -/** - @brief Instance structure for floating-point FIR decimator. - */ -typedef struct - { - uint8_t M; /**< decimation factor. */ - uint16_t numTaps; /**< number of coefficients in the filter. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - } arm_fir_decimate_instance_f32; - - -/** - @brief Processing function for floating-point FIR decimator. - @param[in] S points to an instance of the floating-point FIR decimator structure - @param[in] pSrc points to the block of input data - @param[out] pDst points to the block of output data - @param[in] blockSize number of samples to process - */ -void arm_fir_decimate_f32( - const arm_fir_decimate_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - -/** - @brief Initialization function for the floating-point FIR decimator. - @param[in,out] S points to an instance of the floating-point FIR decimator structure - @param[in] numTaps number of coefficients in the filter - @param[in] M decimation factor - @param[in] pCoeffs points to the filter coefficients - @param[in] pState points to the state buffer - @param[in] blockSize number of input samples to process per call - @return execution status - - \ref ARM_MATH_SUCCESS : Operation successful - - \ref ARM_MATH_LENGTH_ERROR : blockSize is not a multiple of M - */ -arm_status arm_fir_decimate_init_f32( - arm_fir_decimate_instance_f32 * S, - uint16_t numTaps, - uint8_t M, - const float32_t * pCoeffs, - float32_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 FIR decimator. - * @param[in] S points to an instance of the Q15 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_q15( - const arm_fir_decimate_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q15 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_fast_q15( - const arm_fir_decimate_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q15 FIR decimator. - * @param[in,out] S points to an instance of the Q15 FIR decimator structure. - * @param[in] numTaps number of coefficients in the filter. - * @param[in] M decimation factor. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * blockSize is not a multiple of M. - */ - arm_status arm_fir_decimate_init_q15( - arm_fir_decimate_instance_q15 * S, - uint16_t numTaps, - uint8_t M, - const q15_t * pCoeffs, - q15_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 FIR decimator. - * @param[in] S points to an instance of the Q31 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_q31( - const arm_fir_decimate_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the Q31 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q31 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_fast_q31( - const arm_fir_decimate_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 FIR decimator. - * @param[in,out] S points to an instance of the Q31 FIR decimator structure. - * @param[in] numTaps number of coefficients in the filter. - * @param[in] M decimation factor. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * blockSize is not a multiple of M. - */ - arm_status arm_fir_decimate_init_q31( - arm_fir_decimate_instance_q31 * S, - uint16_t numTaps, - uint8_t M, - const q31_t * pCoeffs, - q31_t * pState, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 FIR interpolator. - */ - typedef struct - { - uint8_t L; /**< upsample factor. */ - uint16_t phaseLength; /**< length of each polyphase filter component. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ - q15_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ - } arm_fir_interpolate_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR interpolator. - */ - typedef struct - { - uint8_t L; /**< upsample factor. */ - uint16_t phaseLength; /**< length of each polyphase filter component. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ - q31_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ - } arm_fir_interpolate_instance_q31; - - /** - * @brief Instance structure for the floating-point FIR interpolator. - */ - typedef struct - { - uint8_t L; /**< upsample factor. */ - uint16_t phaseLength; /**< length of each polyphase filter component. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ - float32_t *pState; /**< points to the state variable array. The array is of length phaseLength+numTaps-1. */ - } arm_fir_interpolate_instance_f32; - - - /** - * @brief Processing function for the Q15 FIR interpolator. - * @param[in] S points to an instance of the Q15 FIR interpolator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_interpolate_q15( - const arm_fir_interpolate_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q15 FIR interpolator. - * @param[in,out] S points to an instance of the Q15 FIR interpolator structure. - * @param[in] L upsample factor. - * @param[in] numTaps number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * the filter length numTaps is not a multiple of the interpolation factor L. - */ - arm_status arm_fir_interpolate_init_q15( - arm_fir_interpolate_instance_q15 * S, - uint8_t L, - uint16_t numTaps, - const q15_t * pCoeffs, - q15_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 FIR interpolator. - * @param[in] S points to an instance of the Q15 FIR interpolator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_interpolate_q31( - const arm_fir_interpolate_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 FIR interpolator. - * @param[in,out] S points to an instance of the Q31 FIR interpolator structure. - * @param[in] L upsample factor. - * @param[in] numTaps number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * the filter length numTaps is not a multiple of the interpolation factor L. - */ - arm_status arm_fir_interpolate_init_q31( - arm_fir_interpolate_instance_q31 * S, - uint8_t L, - uint16_t numTaps, - const q31_t * pCoeffs, - q31_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the floating-point FIR interpolator. - * @param[in] S points to an instance of the floating-point FIR interpolator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_interpolate_f32( - const arm_fir_interpolate_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the floating-point FIR interpolator. - * @param[in,out] S points to an instance of the floating-point FIR interpolator structure. - * @param[in] L upsample factor. - * @param[in] numTaps number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * the filter length numTaps is not a multiple of the interpolation factor L. - */ - arm_status arm_fir_interpolate_init_f32( - arm_fir_interpolate_instance_f32 * S, - uint8_t L, - uint16_t numTaps, - const float32_t * pCoeffs, - float32_t * pState, - uint32_t blockSize); - - - /** - * @brief Instance structure for the high precision Q31 Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - q63_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ - const q31_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - uint8_t postShift; /**< additional shift, in bits, applied to each output sample. */ - } arm_biquad_cas_df1_32x64_ins_q31; - - - /** - * @param[in] S points to an instance of the high precision Q31 Biquad cascade filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cas_df1_32x64_q31( - const arm_biquad_cas_df1_32x64_ins_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @param[in,out] S points to an instance of the high precision Q31 Biquad cascade filter structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] postShift shift to be applied to the output. Varies according to the coefficients format - */ - void arm_biquad_cas_df1_32x64_init_q31( - arm_biquad_cas_df1_32x64_ins_q31 * S, - uint8_t numStages, - const q31_t * pCoeffs, - q63_t * pState, - uint8_t postShift); - - - /** - * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float32_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ - const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_cascade_df2T_instance_f32; - - /** - * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float32_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ - const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_cascade_stereo_df2T_instance_f32; - - /** - * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float64_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ - const float64_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_cascade_df2T_instance_f64; - - - /** - * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in] S points to an instance of the filter data structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df2T_f32( - const arm_biquad_cascade_df2T_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. 2 channels - * @param[in] S points to an instance of the filter data structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_stereo_df2T_f32( - const arm_biquad_cascade_stereo_df2T_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in] S points to an instance of the filter data structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df2T_f64( - const arm_biquad_cascade_df2T_instance_f64 * S, - const float64_t * pSrc, - float64_t * pDst, - uint32_t blockSize); - - -#if defined(ARM_MATH_NEON) -void arm_biquad_cascade_df2T_compute_coefs_f32( - arm_biquad_cascade_df2T_instance_f32 * S, - uint8_t numStages, - float32_t * pCoeffs); -#endif - /** - * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in,out] S points to an instance of the filter data structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - */ - void arm_biquad_cascade_df2T_init_f32( - arm_biquad_cascade_df2T_instance_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in,out] S points to an instance of the filter data structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - */ - void arm_biquad_cascade_stereo_df2T_init_f32( - arm_biquad_cascade_stereo_df2T_instance_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in,out] S points to an instance of the filter data structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - */ - void arm_biquad_cascade_df2T_init_f64( - arm_biquad_cascade_df2T_instance_f64 * S, - uint8_t numStages, - const float64_t * pCoeffs, - float64_t * pState); - - - /** - * @brief Instance structure for the Q15 FIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of filter stages. */ - q15_t *pState; /**< points to the state variable array. The array is of length numStages. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ - } arm_fir_lattice_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of filter stages. */ - q31_t *pState; /**< points to the state variable array. The array is of length numStages. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ - } arm_fir_lattice_instance_q31; - - /** - * @brief Instance structure for the floating-point FIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of filter stages. */ - float32_t *pState; /**< points to the state variable array. The array is of length numStages. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ - } arm_fir_lattice_instance_f32; - - - /** - * @brief Initialization function for the Q15 FIR lattice filter. - * @param[in] S points to an instance of the Q15 FIR lattice structure. - * @param[in] numStages number of filter stages. - * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. - * @param[in] pState points to the state buffer. The array is of length numStages. - */ - void arm_fir_lattice_init_q15( - arm_fir_lattice_instance_q15 * S, - uint16_t numStages, - const q15_t * pCoeffs, - q15_t * pState); - - - /** - * @brief Processing function for the Q15 FIR lattice filter. - * @param[in] S points to an instance of the Q15 FIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_lattice_q15( - const arm_fir_lattice_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 FIR lattice filter. - * @param[in] S points to an instance of the Q31 FIR lattice structure. - * @param[in] numStages number of filter stages. - * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. - * @param[in] pState points to the state buffer. The array is of length numStages. - */ - void arm_fir_lattice_init_q31( - arm_fir_lattice_instance_q31 * S, - uint16_t numStages, - const q31_t * pCoeffs, - q31_t * pState); - - - /** - * @brief Processing function for the Q31 FIR lattice filter. - * @param[in] S points to an instance of the Q31 FIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_fir_lattice_q31( - const arm_fir_lattice_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - -/** - * @brief Initialization function for the floating-point FIR lattice filter. - * @param[in] S points to an instance of the floating-point FIR lattice structure. - * @param[in] numStages number of filter stages. - * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. - * @param[in] pState points to the state buffer. The array is of length numStages. - */ - void arm_fir_lattice_init_f32( - arm_fir_lattice_instance_f32 * S, - uint16_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Processing function for the floating-point FIR lattice filter. - * @param[in] S points to an instance of the floating-point FIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_fir_lattice_f32( - const arm_fir_lattice_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 IIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of stages in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ - q15_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ - q15_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ - } arm_iir_lattice_instance_q15; - - /** - * @brief Instance structure for the Q31 IIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of stages in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ - q31_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ - q31_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ - } arm_iir_lattice_instance_q31; - - /** - * @brief Instance structure for the floating-point IIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of stages in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ - float32_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ - float32_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ - } arm_iir_lattice_instance_f32; - - - /** - * @brief Processing function for the floating-point IIR lattice filter. - * @param[in] S points to an instance of the floating-point IIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_f32( - const arm_iir_lattice_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the floating-point IIR lattice filter. - * @param[in] S points to an instance of the floating-point IIR lattice structure. - * @param[in] numStages number of stages in the filter. - * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. - * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. - * @param[in] pState points to the state buffer. The array is of length numStages+blockSize-1. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_init_f32( - arm_iir_lattice_instance_f32 * S, - uint16_t numStages, - float32_t * pkCoeffs, - float32_t * pvCoeffs, - float32_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 IIR lattice filter. - * @param[in] S points to an instance of the Q31 IIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_q31( - const arm_iir_lattice_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 IIR lattice filter. - * @param[in] S points to an instance of the Q31 IIR lattice structure. - * @param[in] numStages number of stages in the filter. - * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. - * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. - * @param[in] pState points to the state buffer. The array is of length numStages+blockSize. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_init_q31( - arm_iir_lattice_instance_q31 * S, - uint16_t numStages, - q31_t * pkCoeffs, - q31_t * pvCoeffs, - q31_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 IIR lattice filter. - * @param[in] S points to an instance of the Q15 IIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_q15( - const arm_iir_lattice_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - -/** - * @brief Initialization function for the Q15 IIR lattice filter. - * @param[in] S points to an instance of the fixed-point Q15 IIR lattice structure. - * @param[in] numStages number of stages in the filter. - * @param[in] pkCoeffs points to reflection coefficient buffer. The array is of length numStages. - * @param[in] pvCoeffs points to ladder coefficient buffer. The array is of length numStages+1. - * @param[in] pState points to state buffer. The array is of length numStages+blockSize. - * @param[in] blockSize number of samples to process per call. - */ - void arm_iir_lattice_init_q15( - arm_iir_lattice_instance_q15 * S, - uint16_t numStages, - q15_t * pkCoeffs, - q15_t * pvCoeffs, - q15_t * pState, - uint32_t blockSize); - - - /** - * @brief Instance structure for the floating-point LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - float32_t mu; /**< step size that controls filter coefficient updates. */ - } arm_lms_instance_f32; - - - /** - * @brief Processing function for floating-point LMS filter. - * @param[in] S points to an instance of the floating-point LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_f32( - const arm_lms_instance_f32 * S, - const float32_t * pSrc, - float32_t * pRef, - float32_t * pOut, - float32_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for floating-point LMS filter. - * @param[in] S points to an instance of the floating-point LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to the coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_init_f32( - arm_lms_instance_f32 * S, - uint16_t numTaps, - float32_t * pCoeffs, - float32_t * pState, - float32_t mu, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q15_t mu; /**< step size that controls filter coefficient updates. */ - uint32_t postShift; /**< bit shift applied to coefficients. */ - } arm_lms_instance_q15; - - - /** - * @brief Initialization function for the Q15 LMS filter. - * @param[in] S points to an instance of the Q15 LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to the coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_init_q15( - arm_lms_instance_q15 * S, - uint16_t numTaps, - q15_t * pCoeffs, - q15_t * pState, - q15_t mu, - uint32_t blockSize, - uint32_t postShift); - - - /** - * @brief Processing function for Q15 LMS filter. - * @param[in] S points to an instance of the Q15 LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_q15( - const arm_lms_instance_q15 * S, - const q15_t * pSrc, - q15_t * pRef, - q15_t * pOut, - q15_t * pErr, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q31 LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q31_t mu; /**< step size that controls filter coefficient updates. */ - uint32_t postShift; /**< bit shift applied to coefficients. */ - } arm_lms_instance_q31; - - - /** - * @brief Processing function for Q31 LMS filter. - * @param[in] S points to an instance of the Q15 LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_q31( - const arm_lms_instance_q31 * S, - const q31_t * pSrc, - q31_t * pRef, - q31_t * pOut, - q31_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for Q31 LMS filter. - * @param[in] S points to an instance of the Q31 LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_init_q31( - arm_lms_instance_q31 * S, - uint16_t numTaps, - q31_t * pCoeffs, - q31_t * pState, - q31_t mu, - uint32_t blockSize, - uint32_t postShift); - - - /** - * @brief Instance structure for the floating-point normalized LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - float32_t mu; /**< step size that control filter coefficient updates. */ - float32_t energy; /**< saves previous frame energy. */ - float32_t x0; /**< saves previous input sample. */ - } arm_lms_norm_instance_f32; - - - /** - * @brief Processing function for floating-point normalized LMS filter. - * @param[in] S points to an instance of the floating-point normalized LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_f32( - arm_lms_norm_instance_f32 * S, - const float32_t * pSrc, - float32_t * pRef, - float32_t * pOut, - float32_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for floating-point normalized LMS filter. - * @param[in] S points to an instance of the floating-point LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_init_f32( - arm_lms_norm_instance_f32 * S, - uint16_t numTaps, - float32_t * pCoeffs, - float32_t * pState, - float32_t mu, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q31 normalized LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q31_t mu; /**< step size that controls filter coefficient updates. */ - uint8_t postShift; /**< bit shift applied to coefficients. */ - const q31_t *recipTable; /**< points to the reciprocal initial value table. */ - q31_t energy; /**< saves previous frame energy. */ - q31_t x0; /**< saves previous input sample. */ - } arm_lms_norm_instance_q31; - - - /** - * @brief Processing function for Q31 normalized LMS filter. - * @param[in] S points to an instance of the Q31 normalized LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_q31( - arm_lms_norm_instance_q31 * S, - const q31_t * pSrc, - q31_t * pRef, - q31_t * pOut, - q31_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for Q31 normalized LMS filter. - * @param[in] S points to an instance of the Q31 normalized LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_norm_init_q31( - arm_lms_norm_instance_q31 * S, - uint16_t numTaps, - q31_t * pCoeffs, - q31_t * pState, - q31_t mu, - uint32_t blockSize, - uint8_t postShift); - - - /** - * @brief Instance structure for the Q15 normalized LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< Number of coefficients in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q15_t mu; /**< step size that controls filter coefficient updates. */ - uint8_t postShift; /**< bit shift applied to coefficients. */ - const q15_t *recipTable; /**< Points to the reciprocal initial value table. */ - q15_t energy; /**< saves previous frame energy. */ - q15_t x0; /**< saves previous input sample. */ - } arm_lms_norm_instance_q15; - - - /** - * @brief Processing function for Q15 normalized LMS filter. - * @param[in] S points to an instance of the Q15 normalized LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_q15( - arm_lms_norm_instance_q15 * S, - const q15_t * pSrc, - q15_t * pRef, - q15_t * pOut, - q15_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for Q15 normalized LMS filter. - * @param[in] S points to an instance of the Q15 normalized LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_norm_init_q15( - arm_lms_norm_instance_q15 * S, - uint16_t numTaps, - q15_t * pCoeffs, - q15_t * pState, - q15_t mu, - uint32_t blockSize, - uint8_t postShift); - - - /** - * @brief Correlation of floating-point sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_f32( - const float32_t * pSrcA, - uint32_t srcALen, - const float32_t * pSrcB, - uint32_t srcBLen, - float32_t * pDst); - - -/** - @brief Correlation of Q15 sequences - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. -*/ -void arm_correlate_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch); - - -/** - @brief Correlation of Q15 sequences. - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - -/** - @brief Correlation of Q15 sequences (fast version). - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the location where the output result is written. Length 2 * max(srcALen, srcBLen) - 1. - @return none - */ -void arm_correlate_fast_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - -/** - @brief Correlation of Q15 sequences (fast version). - @param[in] pSrcA points to the first input sequence. - @param[in] srcALen length of the first input sequence. - @param[in] pSrcB points to the second input sequence. - @param[in] srcBLen length of the second input sequence. - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - */ -void arm_correlate_fast_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch); - - - /** - * @brief Correlation of Q31 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - -/** - @brief Correlation of Q31 sequences (fast version). - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ -void arm_correlate_fast_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - - /** - * @brief Correlation of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). - */ - void arm_correlate_opt_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Correlation of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst); - - - /** - * @brief Instance structure for the floating-point sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - float32_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_f32; - - /** - * @brief Instance structure for the Q31 sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - q31_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_q31; - - /** - * @brief Instance structure for the Q15 sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - q15_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_q15; - - /** - * @brief Instance structure for the Q7 sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - q7_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_q7; - - - /** - * @brief Processing function for the floating-point sparse FIR filter. - * @param[in] S points to an instance of the floating-point sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_f32( - arm_fir_sparse_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - float32_t * pScratchIn, - uint32_t blockSize); - - - /** - * @brief Initialization function for the floating-point sparse FIR filter. - * @param[in,out] S points to an instance of the floating-point sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_f32( - arm_fir_sparse_instance_f32 * S, - uint16_t numTaps, - const float32_t * pCoeffs, - float32_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 sparse FIR filter. - * @param[in] S points to an instance of the Q31 sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_q31( - arm_fir_sparse_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - q31_t * pScratchIn, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 sparse FIR filter. - * @param[in,out] S points to an instance of the Q31 sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_q31( - arm_fir_sparse_instance_q31 * S, - uint16_t numTaps, - const q31_t * pCoeffs, - q31_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 sparse FIR filter. - * @param[in] S points to an instance of the Q15 sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] pScratchOut points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_q15( - arm_fir_sparse_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - q15_t * pScratchIn, - q31_t * pScratchOut, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q15 sparse FIR filter. - * @param[in,out] S points to an instance of the Q15 sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_q15( - arm_fir_sparse_instance_q15 * S, - uint16_t numTaps, - const q15_t * pCoeffs, - q15_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q7 sparse FIR filter. - * @param[in] S points to an instance of the Q7 sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] pScratchOut points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_q7( - arm_fir_sparse_instance_q7 * S, - const q7_t * pSrc, - q7_t * pDst, - q7_t * pScratchIn, - q31_t * pScratchOut, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q7 sparse FIR filter. - * @param[in,out] S points to an instance of the Q7 sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_q7( - arm_fir_sparse_instance_q7 * S, - uint16_t numTaps, - const q7_t * pCoeffs, - q7_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Floating-point sin_cos function. - * @param[in] theta input value in degrees - * @param[out] pSinVal points to the processed sine output. - * @param[out] pCosVal points to the processed cos output. - */ - void arm_sin_cos_f32( - float32_t theta, - float32_t * pSinVal, - float32_t * pCosVal); - - - /** - * @brief Q31 sin_cos function. - * @param[in] theta scaled input value in degrees - * @param[out] pSinVal points to the processed sine output. - * @param[out] pCosVal points to the processed cosine output. - */ - void arm_sin_cos_q31( - q31_t theta, - q31_t * pSinVal, - q31_t * pCosVal); - - - /** - * @brief Floating-point complex conjugate. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_conj_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t numSamples); - - /** - * @brief Q31 complex conjugate. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_conj_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex conjugate. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_conj_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @brief Floating-point complex magnitude squared - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_squared_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex magnitude squared - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_squared_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex magnitude squared - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_squared_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @ingroup groupController - */ - - /** - * @defgroup PID PID Motor Control - * - * A Proportional Integral Derivative (PID) controller is a generic feedback control - * loop mechanism widely used in industrial control systems. - * A PID controller is the most commonly used type of feedback controller. - * - * This set of functions implements (PID) controllers - * for Q15, Q31, and floating-point data types. The functions operate on a single sample - * of data and each call to the function returns a single processed value. - * S points to an instance of the PID control data structure. in - * is the input sample value. The functions return the output value. - * - * \par Algorithm: - * 
        -   *    y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2]
-   *    A0 = Kp + Ki + Kd
-   *    A1 = (-Kp ) - (2 * Kd )
-   *    A2 = Kd
-   *
        - * - * \par - * where \c Kp is proportional constant, \c Ki is Integral constant and \c Kd is Derivative constant - * - * \par - * \image html PID.gif "Proportional Integral Derivative Controller" - * - * \par - * The PID controller calculates an "error" value as the difference between - * the measured output and the reference input. - * The controller attempts to minimize the error by adjusting the process control inputs. - * The proportional value determines the reaction to the current error, - * the integral value determines the reaction based on the sum of recent errors, - * and the derivative value determines the reaction based on the rate at which the error has been changing. - * - * \par Instance Structure - * The Gains A0, A1, A2 and state variables for a PID controller are stored together in an instance data structure. - * A separate instance structure must be defined for each PID Controller. - * There are separate instance structure declarations for each of the 3 supported data types. - * - * \par Reset Functions - * There is also an associated reset function for each data type which clears the state array. - * - * \par Initialization Functions - * There is also an associated initialization function for each data type. - * The initialization function performs the following operations: - * - Initializes the Gains A0, A1, A2 from Kp,Ki, Kd gains. - * - Zeros out the values in the state buffer. - * - * \par - * Instance structure cannot be placed into a const data section and it is recommended to use the initialization function. - * - * \par Fixed-Point Behavior - * Care must be taken when using the fixed-point versions of the PID Controller functions. - * In particular, the overflow and saturation behavior of the accumulator used in each function must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup PID - * @{ - */ - - /** - * @brief Process function for the floating-point PID Control. - * @param[in,out] S is an instance of the floating-point PID Control structure - * @param[in] in input sample to process - * @return processed output sample. - */ - __STATIC_FORCEINLINE float32_t arm_pid_f32( - arm_pid_instance_f32 * S, - float32_t in) - { - float32_t out; - - /* y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2] */ - out = (S->A0 * in) + - (S->A1 * S->state[0]) + (S->A2 * S->state[1]) + (S->state[2]); - - /* Update state */ - S->state[1] = S->state[0]; - S->state[0] = in; - S->state[2] = out; - - /* return to application */ - return (out); - - } - -/** - @brief Process function for the Q31 PID Control. - @param[in,out] S points to an instance of the Q31 PID Control structure - @param[in] in input sample to process - @return processed output sample. - - \par Scaling and Overflow Behavior - The function is implemented using an internal 64-bit accumulator. - The accumulator has a 2.62 format and maintains full precision of the intermediate multiplication results but provides only a single guard bit. - Thus, if the accumulator result overflows it wraps around rather than clip. - In order to avoid overflows completely the input signal must be scaled down by 2 bits as there are four additions. - After all multiply-accumulates are performed, the 2.62 accumulator is truncated to 1.32 format and then saturated to 1.31 format. - */ -__STATIC_FORCEINLINE q31_t arm_pid_q31( - arm_pid_instance_q31 * S, - q31_t in) - { - q63_t acc; - q31_t out; - - /* acc = A0 * x[n] */ - acc = (q63_t) S->A0 * in; - - /* acc += A1 * x[n-1] */ - acc += (q63_t) S->A1 * S->state[0]; - - /* acc += A2 * x[n-2] */ - acc += (q63_t) S->A2 * S->state[1]; - - /* convert output to 1.31 format to add y[n-1] */ - out = (q31_t) (acc >> 31U); - - /* out += y[n-1] */ - out += S->state[2]; - - /* Update state */ - S->state[1] = S->state[0]; - S->state[0] = in; - S->state[2] = out; - - /* return to application */ - return (out); - } - - -/** - @brief Process function for the Q15 PID Control. - @param[in,out] S points to an instance of the Q15 PID Control structure - @param[in] in input sample to process - @return processed output sample. - - \par Scaling and Overflow Behavior - The function is implemented using a 64-bit internal accumulator. - Both Gains and state variables are represented in 1.15 format and multiplications yield a 2.30 result. - The 2.30 intermediate results are accumulated in a 64-bit accumulator in 34.30 format. - There is no risk of internal overflow with this approach and the full precision of intermediate multiplications is preserved. - After all additions have been performed, the accumulator is truncated to 34.15 format by discarding low 15 bits. - Lastly, the accumulator is saturated to yield a result in 1.15 format. - */ -__STATIC_FORCEINLINE q15_t arm_pid_q15( - arm_pid_instance_q15 * S, - q15_t in) - { - q63_t acc; - q15_t out; - -#if defined (ARM_MATH_DSP) - /* Implementation of PID controller */ - - /* acc = A0 * x[n] */ - acc = (q31_t) __SMUAD((uint32_t)S->A0, (uint32_t)in); - - /* acc += A1 * x[n-1] + A2 * x[n-2] */ - acc = (q63_t)__SMLALD((uint32_t)S->A1, (uint32_t)read_q15x2 (S->state), (uint64_t)acc); -#else - /* acc = A0 * x[n] */ - acc = ((q31_t) S->A0) * in; - - /* acc += A1 * x[n-1] + A2 * x[n-2] */ - acc += (q31_t) S->A1 * S->state[0]; - acc += (q31_t) S->A2 * S->state[1]; -#endif - - /* acc += y[n-1] */ - acc += (q31_t) S->state[2] << 15; - - /* saturate the output */ - out = (q15_t) (__SSAT((q31_t)(acc >> 15), 16)); - - /* Update state */ - S->state[1] = S->state[0]; - S->state[0] = in; - S->state[2] = out; - - /* return to application */ - return (out); - } - - /** - * @} end of PID group - */ - - - /** - * @brief Floating-point matrix inverse. - * @param[in] src points to the instance of the input floating-point matrix structure. - * @param[out] dst points to the instance of the output floating-point matrix structure. - * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. - * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. - */ - arm_status arm_mat_inverse_f32( - const arm_matrix_instance_f32 * src, - arm_matrix_instance_f32 * dst); - - - /** - * @brief Floating-point matrix inverse. - * @param[in] src points to the instance of the input floating-point matrix structure. - * @param[out] dst points to the instance of the output floating-point matrix structure. - * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. - * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. - */ - arm_status arm_mat_inverse_f64( - const arm_matrix_instance_f64 * src, - arm_matrix_instance_f64 * dst); - - - - /** - * @ingroup groupController - */ - - /** - * @defgroup clarke Vector Clarke Transform - * Forward Clarke transform converts the instantaneous stator phases into a two-coordinate time invariant vector. - * Generally the Clarke transform uses three-phase currents Ia, Ib and Ic to calculate currents - * in the two-phase orthogonal stator axis Ialpha and Ibeta. - * When Ialpha is superposed with Ia as shown in the figure below - * \image html clarke.gif Stator current space vector and its components in (a,b). - * and Ia + Ib + Ic = 0, in this condition Ialpha and Ibeta - * can be calculated using only Ia and Ib. - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html clarkeFormula.gif - * where Ia and Ib are the instantaneous stator phases and - * pIalpha and pIbeta are the two coordinates of time invariant vector. - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Clarke transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup clarke - * @{ - */ - - /** - * - * @brief Floating-point Clarke transform - * @param[in] Ia input three-phase coordinate a - * @param[in] Ib input three-phase coordinate b - * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - * @param[out] pIbeta points to output two-phase orthogonal vector axis beta - * @return none - */ - __STATIC_FORCEINLINE void arm_clarke_f32( - float32_t Ia, - float32_t Ib, - float32_t * pIalpha, - float32_t * pIbeta) - { - /* Calculate pIalpha using the equation, pIalpha = Ia */ - *pIalpha = Ia; - - /* Calculate pIbeta using the equation, pIbeta = (1/sqrt(3)) * Ia + (2/sqrt(3)) * Ib */ - *pIbeta = ((float32_t) 0.57735026919 * Ia + (float32_t) 1.15470053838 * Ib); - } - - -/** - @brief Clarke transform for Q31 version - @param[in] Ia input three-phase coordinate a - @param[in] Ib input three-phase coordinate b - @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - @param[out] pIbeta points to output two-phase orthogonal vector axis beta - @return none - - \par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the addition, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_clarke_q31( - q31_t Ia, - q31_t Ib, - q31_t * pIalpha, - q31_t * pIbeta) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - - /* Calculating pIalpha from Ia by equation pIalpha = Ia */ - *pIalpha = Ia; - - /* Intermediate product is calculated by (1/(sqrt(3)) * Ia) */ - product1 = (q31_t) (((q63_t) Ia * 0x24F34E8B) >> 30); - - /* Intermediate product is calculated by (2/sqrt(3) * Ib) */ - product2 = (q31_t) (((q63_t) Ib * 0x49E69D16) >> 30); - - /* pIbeta is calculated by adding the intermediate products */ - *pIbeta = __QADD(product1, product2); - } - - /** - * @} end of clarke group - */ - - - /** - * @ingroup groupController - */ - - /** - * @defgroup inv_clarke Vector Inverse Clarke Transform - * Inverse Clarke transform converts the two-coordinate time invariant vector into instantaneous stator phases. - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html clarkeInvFormula.gif - * where pIa and pIb are the instantaneous stator phases and - * Ialpha and Ibeta are the two coordinates of time invariant vector. - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Clarke transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup inv_clarke - * @{ - */ - - /** - * @brief Floating-point Inverse Clarke transform - * @param[in] Ialpha input two-phase orthogonal vector axis alpha - * @param[in] Ibeta input two-phase orthogonal vector axis beta - * @param[out] pIa points to output three-phase coordinate a - * @param[out] pIb points to output three-phase coordinate b - * @return none - */ - __STATIC_FORCEINLINE void arm_inv_clarke_f32( - float32_t Ialpha, - float32_t Ibeta, - float32_t * pIa, - float32_t * pIb) - { - /* Calculating pIa from Ialpha by equation pIa = Ialpha */ - *pIa = Ialpha; - - /* Calculating pIb from Ialpha and Ibeta by equation pIb = -(1/2) * Ialpha + (sqrt(3)/2) * Ibeta */ - *pIb = -0.5f * Ialpha + 0.8660254039f * Ibeta; - } - - -/** - @brief Inverse Clarke transform for Q31 version - @param[in] Ialpha input two-phase orthogonal vector axis alpha - @param[in] Ibeta input two-phase orthogonal vector axis beta - @param[out] pIa points to output three-phase coordinate a - @param[out] pIb points to output three-phase coordinate b - @return none - - \par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the subtraction, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_inv_clarke_q31( - q31_t Ialpha, - q31_t Ibeta, - q31_t * pIa, - q31_t * pIb) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - - /* Calculating pIa from Ialpha by equation pIa = Ialpha */ - *pIa = Ialpha; - - /* Intermediate product is calculated by (1/(2*sqrt(3)) * Ia) */ - product1 = (q31_t) (((q63_t) (Ialpha) * (0x40000000)) >> 31); - - /* Intermediate product is calculated by (1/sqrt(3) * pIb) */ - product2 = (q31_t) (((q63_t) (Ibeta) * (0x6ED9EBA1)) >> 31); - - /* pIb is calculated by subtracting the products */ - *pIb = __QSUB(product2, product1); - } - - /** - * @} end of inv_clarke group - */ - - - - /** - * @ingroup groupController - */ - - /** - * @defgroup park Vector Park Transform - * - * Forward Park transform converts the input two-coordinate vector to flux and torque components. - * The Park transform can be used to realize the transformation of the Ialpha and the Ibeta currents - * from the stationary to the moving reference frame and control the spatial relationship between - * the stator vector current and rotor flux vector. - * If we consider the d axis aligned with the rotor flux, the diagram below shows the - * current vector and the relationship from the two reference frames: - * \image html park.gif "Stator current space vector and its component in (a,b) and in the d,q rotating reference frame" - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html parkFormula.gif - * where Ialpha and Ibeta are the stator vector components, - * pId and pIq are rotor vector components and cosVal and sinVal are the - * cosine and sine values of theta (rotor flux position). - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Park transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup park - * @{ - */ - - /** - * @brief Floating-point Park transform - * @param[in] Ialpha input two-phase vector coordinate alpha - * @param[in] Ibeta input two-phase vector coordinate beta - * @param[out] pId points to output rotor reference frame d - * @param[out] pIq points to output rotor reference frame q - * @param[in] sinVal sine value of rotation angle theta - * @param[in] cosVal cosine value of rotation angle theta - * @return none - * - * The function implements the forward Park transform. - * - */ - __STATIC_FORCEINLINE void arm_park_f32( - float32_t Ialpha, - float32_t Ibeta, - float32_t * pId, - float32_t * pIq, - float32_t sinVal, - float32_t cosVal) - { - /* Calculate pId using the equation, pId = Ialpha * cosVal + Ibeta * sinVal */ - *pId = Ialpha * cosVal + Ibeta * sinVal; - - /* Calculate pIq using the equation, pIq = - Ialpha * sinVal + Ibeta * cosVal */ - *pIq = -Ialpha * sinVal + Ibeta * cosVal; - } - - -/** - @brief Park transform for Q31 version - @param[in] Ialpha input two-phase vector coordinate alpha - @param[in] Ibeta input two-phase vector coordinate beta - @param[out] pId points to output rotor reference frame d - @param[out] pIq points to output rotor reference frame q - @param[in] sinVal sine value of rotation angle theta - @param[in] cosVal cosine value of rotation angle theta - @return none - - \par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the addition and subtraction, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_park_q31( - q31_t Ialpha, - q31_t Ibeta, - q31_t * pId, - q31_t * pIq, - q31_t sinVal, - q31_t cosVal) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - q31_t product3, product4; /* Temporary variables used to store intermediate results */ - - /* Intermediate product is calculated by (Ialpha * cosVal) */ - product1 = (q31_t) (((q63_t) (Ialpha) * (cosVal)) >> 31); - - /* Intermediate product is calculated by (Ibeta * sinVal) */ - product2 = (q31_t) (((q63_t) (Ibeta) * (sinVal)) >> 31); - - - /* Intermediate product is calculated by (Ialpha * sinVal) */ - product3 = (q31_t) (((q63_t) (Ialpha) * (sinVal)) >> 31); - - /* Intermediate product is calculated by (Ibeta * cosVal) */ - product4 = (q31_t) (((q63_t) (Ibeta) * (cosVal)) >> 31); - - /* Calculate pId by adding the two intermediate products 1 and 2 */ - *pId = __QADD(product1, product2); - - /* Calculate pIq by subtracting the two intermediate products 3 from 4 */ - *pIq = __QSUB(product4, product3); - } - - /** - * @} end of park group - */ - - - /** - * @ingroup groupController - */ - - /** - * @defgroup inv_park Vector Inverse Park transform - * Inverse Park transform converts the input flux and torque components to two-coordinate vector. - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html parkInvFormula.gif - * where pIalpha and pIbeta are the stator vector components, - * Id and Iq are rotor vector components and cosVal and sinVal are the - * cosine and sine values of theta (rotor flux position). - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Park transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup inv_park - * @{ - */ - - /** - * @brief Floating-point Inverse Park transform - * @param[in] Id input coordinate of rotor reference frame d - * @param[in] Iq input coordinate of rotor reference frame q - * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - * @param[out] pIbeta points to output two-phase orthogonal vector axis beta - * @param[in] sinVal sine value of rotation angle theta - * @param[in] cosVal cosine value of rotation angle theta - * @return none - */ - __STATIC_FORCEINLINE void arm_inv_park_f32( - float32_t Id, - float32_t Iq, - float32_t * pIalpha, - float32_t * pIbeta, - float32_t sinVal, - float32_t cosVal) - { - /* Calculate pIalpha using the equation, pIalpha = Id * cosVal - Iq * sinVal */ - *pIalpha = Id * cosVal - Iq * sinVal; - - /* Calculate pIbeta using the equation, pIbeta = Id * sinVal + Iq * cosVal */ - *pIbeta = Id * sinVal + Iq * cosVal; - } - - -/** - @brief Inverse Park transform for Q31 version - @param[in] Id input coordinate of rotor reference frame d - @param[in] Iq input coordinate of rotor reference frame q - @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - @param[out] pIbeta points to output two-phase orthogonal vector axis beta - @param[in] sinVal sine value of rotation angle theta - @param[in] cosVal cosine value of rotation angle theta - @return none - - @par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the addition, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_inv_park_q31( - q31_t Id, - q31_t Iq, - q31_t * pIalpha, - q31_t * pIbeta, - q31_t sinVal, - q31_t cosVal) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - q31_t product3, product4; /* Temporary variables used to store intermediate results */ - - /* Intermediate product is calculated by (Id * cosVal) */ - product1 = (q31_t) (((q63_t) (Id) * (cosVal)) >> 31); - - /* Intermediate product is calculated by (Iq * sinVal) */ - product2 = (q31_t) (((q63_t) (Iq) * (sinVal)) >> 31); - - - /* Intermediate product is calculated by (Id * sinVal) */ - product3 = (q31_t) (((q63_t) (Id) * (sinVal)) >> 31); - - /* Intermediate product is calculated by (Iq * cosVal) */ - product4 = (q31_t) (((q63_t) (Iq) * (cosVal)) >> 31); - - /* Calculate pIalpha by using the two intermediate products 1 and 2 */ - *pIalpha = __QSUB(product1, product2); - - /* Calculate pIbeta by using the two intermediate products 3 and 4 */ - *pIbeta = __QADD(product4, product3); - } - - /** - * @} end of Inverse park group - */ - - - /** - * @ingroup groupInterpolation - */ - - /** - * @defgroup LinearInterpolate Linear Interpolation - * - * Linear interpolation is a method of curve fitting using linear polynomials. - * Linear interpolation works by effectively drawing a straight line between two neighboring samples and returning the appropriate point along that line - * - * \par - * \image html LinearInterp.gif "Linear interpolation" - * - * \par - * A Linear Interpolate function calculates an output value(y), for the input(x) - * using linear interpolation of the input values x0, x1( nearest input values) and the output values y0 and y1(nearest output values) - * - * \par Algorithm: - * 
        -   *       y = y0 + (x - x0) * ((y1 - y0)/(x1-x0))
-   *       where x0, x1 are nearest values of input x
-   *             y0, y1 are nearest values to output y
-   *
        - * - * \par - * This set of functions implements Linear interpolation process - * for Q7, Q15, Q31, and floating-point data types. The functions operate on a single - * sample of data and each call to the function returns a single processed value. - * S points to an instance of the Linear Interpolate function data structure. - * x is the input sample value. The functions returns the output value. - * - * \par - * if x is outside of the table boundary, Linear interpolation returns first value of the table - * if x is below input range and returns last value of table if x is above range. - */ - - /** - * @addtogroup LinearInterpolate - * @{ - */ - - /** - * @brief Process function for the floating-point Linear Interpolation Function. - * @param[in,out] S is an instance of the floating-point Linear Interpolation structure - * @param[in] x input sample to process - * @return y processed output sample. - * - */ - __STATIC_FORCEINLINE float32_t arm_linear_interp_f32( - arm_linear_interp_instance_f32 * S, - float32_t x) - { - float32_t y; - float32_t x0, x1; /* Nearest input values */ - float32_t y0, y1; /* Nearest output values */ - float32_t xSpacing = S->xSpacing; /* spacing between input values */ - int32_t i; /* Index variable */ - float32_t *pYData = S->pYData; /* pointer to output table */ - - /* Calculation of index */ - i = (int32_t) ((x - S->x1) / xSpacing); - - if (i < 0) - { - /* Iniatilize output for below specified range as least output value of table */ - y = pYData[0]; - } - else if ((uint32_t)i >= (S->nValues - 1)) - { - /* Iniatilize output for above specified range as last output value of table */ - y = pYData[S->nValues - 1]; - } - else - { - /* Calculation of nearest input values */ - x0 = S->x1 + i * xSpacing; - x1 = S->x1 + (i + 1) * xSpacing; - - /* Read of nearest output values */ - y0 = pYData[i]; - y1 = pYData[i + 1]; - - /* Calculation of output */ - y = y0 + (x - x0) * ((y1 - y0) / (x1 - x0)); - - } - - /* returns output value */ - return (y); - } - - - /** - * - * @brief Process function for the Q31 Linear Interpolation Function. - * @param[in] pYData pointer to Q31 Linear Interpolation table - * @param[in] x input sample to process - * @param[in] nValues number of table values - * @return y processed output sample. - * - * \par - * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. - * This function can support maximum of table size 2^12. - * - */ - __STATIC_FORCEINLINE q31_t arm_linear_interp_q31( - q31_t * pYData, - q31_t x, - uint32_t nValues) - { - q31_t y; /* output */ - q31_t y0, y1; /* Nearest output values */ - q31_t fract; /* fractional part */ - int32_t index; /* Index to read nearest output values */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - index = ((x & (q31_t)0xFFF00000) >> 20); - - if (index >= (int32_t)(nValues - 1)) - { - return (pYData[nValues - 1]); - } - else if (index < 0) - { - return (pYData[0]); - } - else - { - /* 20 bits for the fractional part */ - /* shift left by 11 to keep fract in 1.31 format */ - fract = (x & 0x000FFFFF) << 11; - - /* Read two nearest output values from the index in 1.31(q31) format */ - y0 = pYData[index]; - y1 = pYData[index + 1]; - - /* Calculation of y0 * (1-fract) and y is in 2.30 format */ - y = ((q31_t) ((q63_t) y0 * (0x7FFFFFFF - fract) >> 32)); - - /* Calculation of y0 * (1-fract) + y1 *fract and y is in 2.30 format */ - y += ((q31_t) (((q63_t) y1 * fract) >> 32)); - - /* Convert y to 1.31 format */ - return (y << 1U); - } - } - - - /** - * - * @brief Process function for the Q15 Linear Interpolation Function. - * @param[in] pYData pointer to Q15 Linear Interpolation table - * @param[in] x input sample to process - * @param[in] nValues number of table values - * @return y processed output sample. - * - * \par - * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. - * This function can support maximum of table size 2^12. - * - */ - __STATIC_FORCEINLINE q15_t arm_linear_interp_q15( - q15_t * pYData, - q31_t x, - uint32_t nValues) - { - q63_t y; /* output */ - q15_t y0, y1; /* Nearest output values */ - q31_t fract; /* fractional part */ - int32_t index; /* Index to read nearest output values */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - index = ((x & (int32_t)0xFFF00000) >> 20); - - if (index >= (int32_t)(nValues - 1)) - { - return (pYData[nValues - 1]); - } - else if (index < 0) - { - return (pYData[0]); - } - else - { - /* 20 bits for the fractional part */ - /* fract is in 12.20 format */ - fract = (x & 0x000FFFFF); - - /* Read two nearest output values from the index */ - y0 = pYData[index]; - y1 = pYData[index + 1]; - - /* Calculation of y0 * (1-fract) and y is in 13.35 format */ - y = ((q63_t) y0 * (0xFFFFF - fract)); - - /* Calculation of (y0 * (1-fract) + y1 * fract) and y is in 13.35 format */ - y += ((q63_t) y1 * (fract)); - - /* convert y to 1.15 format */ - return (q15_t) (y >> 20); - } - } - - - /** - * - * @brief Process function for the Q7 Linear Interpolation Function. - * @param[in] pYData pointer to Q7 Linear Interpolation table - * @param[in] x input sample to process - * @param[in] nValues number of table values - * @return y processed output sample. - * - * \par - * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. - * This function can support maximum of table size 2^12. - */ - __STATIC_FORCEINLINE q7_t arm_linear_interp_q7( - q7_t * pYData, - q31_t x, - uint32_t nValues) - { - q31_t y; /* output */ - q7_t y0, y1; /* Nearest output values */ - q31_t fract; /* fractional part */ - uint32_t index; /* Index to read nearest output values */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - if (x < 0) - { - return (pYData[0]); - } - index = (x >> 20) & 0xfff; - - if (index >= (nValues - 1)) - { - return (pYData[nValues - 1]); - } - else - { - /* 20 bits for the fractional part */ - /* fract is in 12.20 format */ - fract = (x & 0x000FFFFF); - - /* Read two nearest output values from the index and are in 1.7(q7) format */ - y0 = pYData[index]; - y1 = pYData[index + 1]; - - /* Calculation of y0 * (1-fract ) and y is in 13.27(q27) format */ - y = ((y0 * (0xFFFFF - fract))); - - /* Calculation of y1 * fract + y0 * (1-fract) and y is in 13.27(q27) format */ - y += (y1 * fract); - - /* convert y to 1.7(q7) format */ - return (q7_t) (y >> 20); - } - } - - /** - * @} end of LinearInterpolate group - */ - - /** - * @brief Fast approximation to the trigonometric sine function for floating-point data. - * @param[in] x input value in radians. - * @return sin(x). - */ - float32_t arm_sin_f32( - float32_t x); - - - /** - * @brief Fast approximation to the trigonometric sine function for Q31 data. - * @param[in] x Scaled input value in radians. - * @return sin(x). - */ - q31_t arm_sin_q31( - q31_t x); - - - /** - * @brief Fast approximation to the trigonometric sine function for Q15 data. - * @param[in] x Scaled input value in radians. - * @return sin(x). - */ - q15_t arm_sin_q15( - q15_t x); - - - /** - * @brief Fast approximation to the trigonometric cosine function for floating-point data. - * @param[in] x input value in radians. - * @return cos(x). - */ - float32_t arm_cos_f32( - float32_t x); - - - /** - * @brief Fast approximation to the trigonometric cosine function for Q31 data. - * @param[in] x Scaled input value in radians. - * @return cos(x). - */ - q31_t arm_cos_q31( - q31_t x); - - - /** - * @brief Fast approximation to the trigonometric cosine function for Q15 data. - * @param[in] x Scaled input value in radians. - * @return cos(x). - */ - q15_t arm_cos_q15( - q15_t x); - - -/** - @brief Floating-point vector of log values. - @param[in] pSrc points to the input vector - @param[out] pDst points to the output vector - @param[in] blockSize number of samples in each vector - @return none - */ - void arm_vlog_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - -/** - @brief Floating-point vector of exp values. - @param[in] pSrc points to the input vector - @param[out] pDst points to the output vector - @param[in] blockSize number of samples in each vector - @return none - */ - void arm_vexp_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @ingroup groupFastMath - */ - - - /** - * @defgroup SQRT Square Root - * - * Computes the square root of a number. - * There are separate functions for Q15, Q31, and floating-point data types. - * The square root function is computed using the Newton-Raphson algorithm. - * This is an iterative algorithm of the form: - * 
        -   *      x1 = x0 - f(x0)/f'(x0)
-   *
        - * where x1 is the current estimate, - * x0 is the previous estimate, and - * f'(x0) is the derivative of f() evaluated at x0. - * For the square root function, the algorithm reduces to: - * 
        -   *     x0 = in/2                         [initial guess]
-   *     x1 = 1/2 * ( x0 + in / x0)        [each iteration]
-   *
        - */ - - - /** - * @addtogroup SQRT - * @{ - */ - -/** - @brief Floating-point square root function. - @param[in] in input value - @param[out] pOut square root of input value - @return execution status - - \ref ARM_MATH_SUCCESS : input value is positive - - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 - */ -__STATIC_FORCEINLINE arm_status arm_sqrt_f32( - float32_t in, - float32_t * pOut) - { - if (in >= 0.0f) - { -#if defined ( __CC_ARM ) - #if defined __TARGET_FPU_VFP - *pOut = __sqrtf(in); - #else - *pOut = sqrtf(in); - #endif - -#elif defined ( __ICCARM__ ) - #if defined __ARMVFP__ - __ASM("VSQRT.F32 %0,%1" : "=t"(*pOut) : "t"(in)); - #else - *pOut = sqrtf(in); - #endif - -#else - *pOut = sqrtf(in); -#endif - - return (ARM_MATH_SUCCESS); - } - else - { - *pOut = 0.0f; - return (ARM_MATH_ARGUMENT_ERROR); - } - } - - -/** - @brief Q31 square root function. - @param[in] in input value. The range of the input value is [0 +1) or 0x00000000 to 0x7FFFFFFF - @param[out] pOut points to square root of input value - @return execution status - - \ref ARM_MATH_SUCCESS : input value is positive - - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 - */ -arm_status arm_sqrt_q31( - q31_t in, - q31_t * pOut); - - -/** - @brief Q15 square root function. - @param[in] in input value. The range of the input value is [0 +1) or 0x0000 to 0x7FFF - @param[out] pOut points to square root of input value - @return execution status - - \ref ARM_MATH_SUCCESS : input value is positive - - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 - */ -arm_status arm_sqrt_q15( - q15_t in, - q15_t * pOut); - - /** - * @brief Vector Floating-point square root function. - * @param[in] pIn input vector. - * @param[out] pOut vector of square roots of input elements. - * @param[in] len length of input vector. - * @return The function returns ARM_MATH_SUCCESS if input value is positive value or ARM_MATH_ARGUMENT_ERROR if - * in is negative value and returns zero output for negative values. - */ - void arm_vsqrt_f32( - float32_t * pIn, - float32_t * pOut, - uint16_t len); - - void arm_vsqrt_q31( - q31_t * pIn, - q31_t * pOut, - uint16_t len); - - void arm_vsqrt_q15( - q15_t * pIn, - q15_t * pOut, - uint16_t len); - - /** - * @} end of SQRT group - */ - - - /** - * @brief floating-point Circular write function. - */ - __STATIC_FORCEINLINE void arm_circularWrite_f32( - int32_t * circBuffer, - int32_t L, - uint16_t * writeOffset, - int32_t bufferInc, - const int32_t * src, - int32_t srcInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t wOffset; - - /* Copy the value of Index pointer that points - * to the current location where the input samples to be copied */ - wOffset = *writeOffset; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the input sample to the circular buffer */ - circBuffer[wOffset] = *src; - - /* Update the input pointer */ - src += srcInc; - - /* Circularly update wOffset. Watch out for positive and negative value */ - wOffset += bufferInc; - if (wOffset >= L) - wOffset -= L; - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *writeOffset = (uint16_t)wOffset; - } - - - - /** - * @brief floating-point Circular Read function. - */ - __STATIC_FORCEINLINE void arm_circularRead_f32( - int32_t * circBuffer, - int32_t L, - int32_t * readOffset, - int32_t bufferInc, - int32_t * dst, - int32_t * dst_base, - int32_t dst_length, - int32_t dstInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t rOffset; - int32_t* dst_end; - - /* Copy the value of Index pointer that points - * to the current location from where the input samples to be read */ - rOffset = *readOffset; - dst_end = dst_base + dst_length; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the sample from the circular buffer to the destination buffer */ - *dst = circBuffer[rOffset]; - - /* Update the input pointer */ - dst += dstInc; - - if (dst == dst_end) - { - dst = dst_base; - } - - /* Circularly update rOffset. Watch out for positive and negative value */ - rOffset += bufferInc; - - if (rOffset >= L) - { - rOffset -= L; - } - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *readOffset = rOffset; - } - - - /** - * @brief Q15 Circular write function. - */ - __STATIC_FORCEINLINE void arm_circularWrite_q15( - q15_t * circBuffer, - int32_t L, - uint16_t * writeOffset, - int32_t bufferInc, - const q15_t * src, - int32_t srcInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t wOffset; - - /* Copy the value of Index pointer that points - * to the current location where the input samples to be copied */ - wOffset = *writeOffset; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the input sample to the circular buffer */ - circBuffer[wOffset] = *src; - - /* Update the input pointer */ - src += srcInc; - - /* Circularly update wOffset. Watch out for positive and negative value */ - wOffset += bufferInc; - if (wOffset >= L) - wOffset -= L; - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *writeOffset = (uint16_t)wOffset; - } - - - /** - * @brief Q15 Circular Read function. - */ - __STATIC_FORCEINLINE void arm_circularRead_q15( - q15_t * circBuffer, - int32_t L, - int32_t * readOffset, - int32_t bufferInc, - q15_t * dst, - q15_t * dst_base, - int32_t dst_length, - int32_t dstInc, - uint32_t blockSize) - { - uint32_t i = 0; - int32_t rOffset; - q15_t* dst_end; - - /* Copy the value of Index pointer that points - * to the current location from where the input samples to be read */ - rOffset = *readOffset; - - dst_end = dst_base + dst_length; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the sample from the circular buffer to the destination buffer */ - *dst = circBuffer[rOffset]; - - /* Update the input pointer */ - dst += dstInc; - - if (dst == dst_end) - { - dst = dst_base; - } - - /* Circularly update wOffset. Watch out for positive and negative value */ - rOffset += bufferInc; - - if (rOffset >= L) - { - rOffset -= L; - } - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *readOffset = rOffset; - } - - - /** - * @brief Q7 Circular write function. - */ - __STATIC_FORCEINLINE void arm_circularWrite_q7( - q7_t * circBuffer, - int32_t L, - uint16_t * writeOffset, - int32_t bufferInc, - const q7_t * src, - int32_t srcInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t wOffset; - - /* Copy the value of Index pointer that points - * to the current location where the input samples to be copied */ - wOffset = *writeOffset; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the input sample to the circular buffer */ - circBuffer[wOffset] = *src; - - /* Update the input pointer */ - src += srcInc; - - /* Circularly update wOffset. Watch out for positive and negative value */ - wOffset += bufferInc; - if (wOffset >= L) - wOffset -= L; - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *writeOffset = (uint16_t)wOffset; - } - - - /** - * @brief Q7 Circular Read function. - */ - __STATIC_FORCEINLINE void arm_circularRead_q7( - q7_t * circBuffer, - int32_t L, - int32_t * readOffset, - int32_t bufferInc, - q7_t * dst, - q7_t * dst_base, - int32_t dst_length, - int32_t dstInc, - uint32_t blockSize) - { - uint32_t i = 0; - int32_t rOffset; - q7_t* dst_end; - - /* Copy the value of Index pointer that points - * to the current location from where the input samples to be read */ - rOffset = *readOffset; - - dst_end = dst_base + dst_length; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the sample from the circular buffer to the destination buffer */ - *dst = circBuffer[rOffset]; - - /* Update the input pointer */ - dst += dstInc; - - if (dst == dst_end) - { - dst = dst_base; - } - - /* Circularly update rOffset. Watch out for positive and negative value */ - rOffset += bufferInc; - - if (rOffset >= L) - { - rOffset -= L; - } - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *readOffset = rOffset; - } - - - /** - * @brief Sum of the squares of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_q31( - const q31_t * pSrc, - uint32_t blockSize, - q63_t * pResult); - - - /** - * @brief Sum of the squares of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Sum of the squares of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_q15( - const q15_t * pSrc, - uint32_t blockSize, - q63_t * pResult); - - - /** - * @brief Sum of the squares of the elements of a Q7 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_q7( - const q7_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Mean value of a Q7 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_q7( - const q7_t * pSrc, - uint32_t blockSize, - q7_t * pResult); - - - /** - * @brief Mean value of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Mean value of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Mean value of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Variance of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_var_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Variance of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_var_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Variance of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_var_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Root Mean Square of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_rms_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Root Mean Square of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_rms_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Root Mean Square of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_rms_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Standard deviation of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_std_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Standard deviation of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_std_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Standard deviation of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_std_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Floating-point complex magnitude - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex magnitude - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex magnitude - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex dot product - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] numSamples number of complex samples in each vector - * @param[out] realResult real part of the result returned here - * @param[out] imagResult imaginary part of the result returned here - */ - void arm_cmplx_dot_prod_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - uint32_t numSamples, - q31_t * realResult, - q31_t * imagResult); - - - /** - * @brief Q31 complex dot product - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] numSamples number of complex samples in each vector - * @param[out] realResult real part of the result returned here - * @param[out] imagResult imaginary part of the result returned here - */ - void arm_cmplx_dot_prod_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - uint32_t numSamples, - q63_t * realResult, - q63_t * imagResult); - - - /** - * @brief Floating-point complex dot product - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] numSamples number of complex samples in each vector - * @param[out] realResult real part of the result returned here - * @param[out] imagResult imaginary part of the result returned here - */ - void arm_cmplx_dot_prod_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - uint32_t numSamples, - float32_t * realResult, - float32_t * imagResult); - - - /** - * @brief Q15 complex-by-real multiplication - * @param[in] pSrcCmplx points to the complex input vector - * @param[in] pSrcReal points to the real input vector - * @param[out] pCmplxDst points to the complex output vector - * @param[in] numSamples number of samples in each vector - */ - void arm_cmplx_mult_real_q15( - const q15_t * pSrcCmplx, - const q15_t * pSrcReal, - q15_t * pCmplxDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex-by-real multiplication - * @param[in] pSrcCmplx points to the complex input vector - * @param[in] pSrcReal points to the real input vector - * @param[out] pCmplxDst points to the complex output vector - * @param[in] numSamples number of samples in each vector - */ - void arm_cmplx_mult_real_q31( - const q31_t * pSrcCmplx, - const q31_t * pSrcReal, - q31_t * pCmplxDst, - uint32_t numSamples); - - - /** - * @brief Floating-point complex-by-real multiplication - * @param[in] pSrcCmplx points to the complex input vector - * @param[in] pSrcReal points to the real input vector - * @param[out] pCmplxDst points to the complex output vector - * @param[in] numSamples number of samples in each vector - */ - void arm_cmplx_mult_real_f32( - const float32_t * pSrcCmplx, - const float32_t * pSrcReal, - float32_t * pCmplxDst, - uint32_t numSamples); - - - /** - * @brief Minimum value of a Q7 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] result is output pointer - * @param[in] index is the array index of the minimum value in the input buffer. - */ - void arm_min_q7( - const q7_t * pSrc, - uint32_t blockSize, - q7_t * result, - uint32_t * index); - - - /** - * @brief Minimum value of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output pointer - * @param[in] pIndex is the array index of the minimum value in the input buffer. - */ - void arm_min_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult, - uint32_t * pIndex); - - - /** - * @brief Minimum value of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output pointer - * @param[out] pIndex is the array index of the minimum value in the input buffer. - */ - void arm_min_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult, - uint32_t * pIndex); - - - /** - * @brief Minimum value of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output pointer - * @param[out] pIndex is the array index of the minimum value in the input buffer. - */ - void arm_min_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a Q7 vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_q7( - const q7_t * pSrc, - uint32_t blockSize, - q7_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a Q15 vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a Q31 vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a floating-point vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult, - uint32_t * pIndex); - - /** - @brief Maximum value of a floating-point vector. - @param[in] pSrc points to the input vector - @param[in] blockSize number of samples in input vector - @param[out] pResult maximum value returned here - @return none - */ - void arm_max_no_idx_f32( - const float32_t *pSrc, - uint32_t blockSize, - float32_t *pResult); - - /** - * @brief Q15 complex-by-complex multiplication - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_mult_cmplx_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex-by-complex multiplication - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_mult_cmplx_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Floating-point complex-by-complex multiplication - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_mult_cmplx_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t numSamples); - - - /** - * @brief Converts the elements of the floating-point vector to Q31 vector. - * @param[in] pSrc points to the floating-point input vector - * @param[out] pDst points to the Q31 output vector - * @param[in] blockSize length of the input vector - */ - void arm_float_to_q31( - const float32_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the floating-point vector to Q15 vector. - * @param[in] pSrc points to the floating-point input vector - * @param[out] pDst points to the Q15 output vector - * @param[in] blockSize length of the input vector - */ - void arm_float_to_q15( - const float32_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the floating-point vector to Q7 vector. - * @param[in] pSrc points to the floating-point input vector - * @param[out] pDst points to the Q7 output vector - * @param[in] blockSize length of the input vector - */ - void arm_float_to_q7( - const float32_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q31 vector to floating-point vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q31_to_float( - const q31_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q31 vector to Q15 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q31_to_q15( - const q31_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q31 vector to Q7 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q31_to_q7( - const q31_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q15 vector to floating-point vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q15_to_float( - const q15_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q15 vector to Q31 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q15_to_q31( - const q15_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q15 vector to Q7 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q15_to_q7( - const q15_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q7 vector to floating-point vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q7_to_float( - const q7_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q7 vector to Q31 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_q7_to_q31( - const q7_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q7 vector to Q15 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_q7_to_q15( - const q7_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - -/** - * @brief Struct for specifying SVM Kernel - */ -typedef enum -{ - ARM_ML_KERNEL_LINEAR = 0, - /**< Linear kernel */ - ARM_ML_KERNEL_POLYNOMIAL = 1, - /**< Polynomial kernel */ - ARM_ML_KERNEL_RBF = 2, - /**< Radial Basis Function kernel */ - ARM_ML_KERNEL_SIGMOID = 3 - /**< Sigmoid kernel */ -} arm_ml_kernel_type; - - -/** - * @brief Instance structure for linear SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ -} arm_svm_linear_instance_f32; - - -/** - * @brief Instance structure for polynomial SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ - int32_t degree; /**< Polynomial degree */ - float32_t coef0; /**< Polynomial constant */ - float32_t gamma; /**< Gamma factor */ -} arm_svm_polynomial_instance_f32; - -/** - * @brief Instance structure for rbf SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ - float32_t gamma; /**< Gamma factor */ -} arm_svm_rbf_instance_f32; - -/** - * @brief Instance structure for sigmoid SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ - float32_t coef0; /**< Independant constant */ - float32_t gamma; /**< Gamma factor */ -} arm_svm_sigmoid_instance_f32; - -/** - * @brief SVM linear instance init function - * @param[in] S Parameters for SVM functions - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @return none. - * - */ - - -void arm_svm_linear_init_f32(arm_svm_linear_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes); - -/** - * @brief SVM linear prediction - * @param[in] S Pointer to an instance of the linear SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult Decision value - * @return none. - * - */ - -void arm_svm_linear_predict_f32(const arm_svm_linear_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - - -/** - * @brief SVM polynomial instance init function - * @param[in] S points to an instance of the polynomial SVM structure. - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @param[in] degree Polynomial degree - * @param[in] coef0 coeff0 (scikit-learn terminology) - * @param[in] gamma gamma (scikit-learn terminology) - * @return none. - * - */ - - -void arm_svm_polynomial_init_f32(arm_svm_polynomial_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes, - int32_t degree, - float32_t coef0, - float32_t gamma - ); - -/** - * @brief SVM polynomial prediction - * @param[in] S Pointer to an instance of the polynomial SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult Decision value - * @return none. - * - */ -void arm_svm_polynomial_predict_f32(const arm_svm_polynomial_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - - -/** - * @brief SVM radial basis function instance init function - * @param[in] S points to an instance of the polynomial SVM structure. - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @param[in] gamma gamma (scikit-learn terminology) - * @return none. - * - */ - -void arm_svm_rbf_init_f32(arm_svm_rbf_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes, - float32_t gamma - ); - -/** - * @brief SVM rbf prediction - * @param[in] S Pointer to an instance of the rbf SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult decision value - * @return none. - * - */ -void arm_svm_rbf_predict_f32(const arm_svm_rbf_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - -/** - * @brief SVM sigmoid instance init function - * @param[in] S points to an instance of the rbf SVM structure. - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @param[in] coef0 coeff0 (scikit-learn terminology) - * @param[in] gamma gamma (scikit-learn terminology) - * @return none. - * - */ - -void arm_svm_sigmoid_init_f32(arm_svm_sigmoid_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes, - float32_t coef0, - float32_t gamma - ); - -/** - * @brief SVM sigmoid prediction - * @param[in] S Pointer to an instance of the rbf SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult Decision value - * @return none. - * - */ -void arm_svm_sigmoid_predict_f32(const arm_svm_sigmoid_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - - - -/** - * @brief Instance structure for Naive Gaussian Bayesian estimator. - */ -typedef struct -{ - uint32_t vectorDimension; /**< Dimension of vector space */ - uint32_t numberOfClasses; /**< Number of different classes */ - const float32_t *theta; /**< Mean values for the Gaussians */ - const float32_t *sigma; /**< Variances for the Gaussians */ - const float32_t *classPriors; /**< Class prior probabilities */ - float32_t epsilon; /**< Additive value to variances */ -} arm_gaussian_naive_bayes_instance_f32; - -/** - * @brief Naive Gaussian Bayesian Estimator - * - * @param[in] S points to a naive bayes instance structure - * @param[in] in points to the elements of the input vector. - * @param[in] pBuffer points to a buffer of length numberOfClasses - * @return The predicted class - * - */ - - -uint32_t arm_gaussian_naive_bayes_predict_f32(const arm_gaussian_naive_bayes_instance_f32 *S, - const float32_t * in, - float32_t *pBuffer); - -/** - * @brief Computation of the LogSumExp - * - * In probabilistic computations, the dynamic of the probability values can be very - * wide because they come from gaussian functions. - * To avoid underflow and overflow issues, the values are represented by their log. - * In this representation, multiplying the original exp values is easy : their logs are added. - * But adding the original exp values is requiring some special handling and it is the - * goal of the LogSumExp function. - * - * If the values are x1...xn, the function is computing: - * - * ln(exp(x1) + ... + exp(xn)) and the computation is done in such a way that - * rounding issues are minimised. - * - * The max xm of the values is extracted and the function is computing: - * xm + ln(exp(x1 - xm) + ... + exp(xn - xm)) - * - * @param[in] *in Pointer to an array of input values. - * @param[in] blockSize Number of samples in the input array. - * @return LogSumExp - * - */ - - -float32_t arm_logsumexp_f32(const float32_t *in, uint32_t blockSize); - -/** - * @brief Dot product with log arithmetic - * - * Vectors are containing the log of the samples - * - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[in] pTmpBuffer temporary buffer of length blockSize - * @return The log of the dot product . - * - */ - - -float32_t arm_logsumexp_dot_prod_f32(const float32_t * pSrcA, - const float32_t * pSrcB, - uint32_t blockSize, - float32_t *pTmpBuffer); - -/** - * @brief Entropy - * - * @param[in] pSrcA Array of input values. - * @param[in] blockSize Number of samples in the input array. - * @return Entropy -Sum(p ln p) - * - */ - - -float32_t arm_entropy_f32(const float32_t * pSrcA,uint32_t blockSize); - - -/** - * @brief Entropy - * - * @param[in] pSrcA Array of input values. - * @param[in] blockSize Number of samples in the input array. - * @return Entropy -Sum(p ln p) - * - */ - - -float64_t arm_entropy_f64(const float64_t * pSrcA, uint32_t blockSize); - - -/** - * @brief Kullback-Leibler - * - * @param[in] pSrcA Pointer to an array of input values for probability distribution A. - * @param[in] pSrcB Pointer to an array of input values for probability distribution B. - * @param[in] blockSize Number of samples in the input array. - * @return Kullback-Leibler Divergence D(A || B) - * - */ -float32_t arm_kullback_leibler_f32(const float32_t * pSrcA - ,const float32_t * pSrcB - ,uint32_t blockSize); - - -/** - * @brief Kullback-Leibler - * - * @param[in] pSrcA Pointer to an array of input values for probability distribution A. - * @param[in] pSrcB Pointer to an array of input values for probability distribution B. - * @param[in] blockSize Number of samples in the input array. - * @return Kullback-Leibler Divergence D(A || B) - * - */ -float64_t arm_kullback_leibler_f64(const float64_t * pSrcA, - const float64_t * pSrcB, - uint32_t blockSize); - - -/** - * @brief Weighted sum - * - * - * @param[in] *in Array of input values. - * @param[in] *weigths Weights - * @param[in] blockSize Number of samples in the input array. - * @return Weighted sum - * - */ -float32_t arm_weighted_sum_f32(const float32_t *in - , const float32_t *weigths - , uint32_t blockSize); - - -/** - * @brief Barycenter - * - * - * @param[in] in List of vectors - * @param[in] weights Weights of the vectors - * @param[out] out Barycenter - * @param[in] nbVectors Number of vectors - * @param[in] vecDim Dimension of space (vector dimension) - * @return None - * - */ -void arm_barycenter_f32(const float32_t *in - , const float32_t *weights - , float32_t *out - , uint32_t nbVectors - , uint32_t vecDim); - -/** - * @brief Euclidean distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ - -float32_t arm_euclidean_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Bray-Curtis distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_braycurtis_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Canberra distance between two vectors - * - * This function may divide by zero when samples pA[i] and pB[i] are both zero. - * The result of the computation will be correct. So the division per zero may be - * ignored. - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_canberra_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - - -/** - * @brief Chebyshev distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_chebyshev_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - - -/** - * @brief Cityblock (Manhattan) distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_cityblock_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Correlation distance between two vectors - * - * The input vectors are modified in place ! - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_correlation_distance_f32(float32_t *pA,float32_t *pB, uint32_t blockSize); - -/** - * @brief Cosine distance between two vectors - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ - -float32_t arm_cosine_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Jensen-Shannon distance between two vectors - * - * This function is assuming that elements of second vector are > 0 - * and 0 only when the corresponding element of first vector is 0. - * Otherwise the result of the computation does not make sense - * and for speed reasons, the cases returning NaN or Infinity are not - * managed. - * - * When the function is computing x log (x / y) with x 0 and y 0, - * it will compute the right value (0) but a division per zero will occur - * and shoudl be ignored in client code. - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ - -float32_t arm_jensenshannon_distance_f32(const float32_t *pA,const float32_t *pB,uint32_t blockSize); - -/** - * @brief Minkowski distance between two vectors - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] n Norm order (>= 2) - * @param[in] blockSize vector length - * @return distance - * - */ - - - -float32_t arm_minkowski_distance_f32(const float32_t *pA,const float32_t *pB, int32_t order, uint32_t blockSize); - -/** - * @brief Dice distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] order Distance order - * @param[in] blockSize Number of samples - * @return distance - * - */ - - -float32_t arm_dice_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Hamming distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_hamming_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Jaccard distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_jaccard_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Kulsinski distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_kulsinski_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Roger Stanimoto distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_rogerstanimoto_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Russell-Rao distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_russellrao_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Sokal-Michener distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_sokalmichener_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Sokal-Sneath distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_sokalsneath_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Yule distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_yule_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - - - /** - * @ingroup groupInterpolation - */ - - /** - * @defgroup BilinearInterpolate Bilinear Interpolation - * - * Bilinear interpolation is an extension of linear interpolation applied to a two dimensional grid. - * The underlying function f(x, y) is sampled on a regular grid and the interpolation process - * determines values between the grid points. - * Bilinear interpolation is equivalent to two step linear interpolation, first in the x-dimension and then in the y-dimension. - * Bilinear interpolation is often used in image processing to rescale images. - * The CMSIS DSP library provides bilinear interpolation functions for Q7, Q15, Q31, and floating-point data types. - * - * Algorithm - * \par - * The instance structure used by the bilinear interpolation functions describes a two dimensional data table. - * For floating-point, the instance structure is defined as: - * 
        -   *   typedef struct
-   *   {
-   *     uint16_t numRows;
-   *     uint16_t numCols;
-   *     float32_t *pData;
-   * } arm_bilinear_interp_instance_f32;
-   *
        - * - * \par - * where numRows specifies the number of rows in the table; - * numCols specifies the number of columns in the table; - * and pData points to an array of size numRows*numCols values. - * The data table pTable is organized in row order and the supplied data values fall on integer indexes. - * That is, table element (x,y) is located at pTable[x + y*numCols] where x and y are integers. - * - * \par - * Let (x, y) specify the desired interpolation point. Then define: - * 
        -   *     XF = floor(x)
-   *     YF = floor(y)
-   *
        - * \par - * The interpolated output point is computed as: - * 
        -   *  f(x, y) = f(XF, YF) * (1-(x-XF)) * (1-(y-YF))
-   *           + f(XF+1, YF) * (x-XF)*(1-(y-YF))
-   *           + f(XF, YF+1) * (1-(x-XF))*(y-YF)
-   *           + f(XF+1, YF+1) * (x-XF)*(y-YF)
-   *
        - * Note that the coordinates (x, y) contain integer and fractional components. - * The integer components specify which portion of the table to use while the - * fractional components control the interpolation processor. - * - * \par - * if (x,y) are outside of the table boundary, Bilinear interpolation returns zero output. - */ - - - /** - * @addtogroup BilinearInterpolate - * @{ - */ - - /** - * @brief Floating-point bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate. - * @param[in] Y interpolation coordinate. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE float32_t arm_bilinear_interp_f32( - const arm_bilinear_interp_instance_f32 * S, - float32_t X, - float32_t Y) - { - float32_t out; - float32_t f00, f01, f10, f11; - float32_t *pData = S->pData; - int32_t xIndex, yIndex, index; - float32_t xdiff, ydiff; - float32_t b1, b2, b3, b4; - - xIndex = (int32_t) X; - yIndex = (int32_t) Y; - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (xIndex < 0 || xIndex > (S->numCols - 2) || yIndex < 0 || yIndex > (S->numRows - 2)) - { - return (0); - } - - /* Calculation of index for two nearest points in X-direction */ - index = (xIndex ) + (yIndex ) * S->numCols; - - - /* Read two nearest points in X-direction */ - f00 = pData[index]; - f01 = pData[index + 1]; - - /* Calculation of index for two nearest points in Y-direction */ - index = (xIndex ) + (yIndex+1) * S->numCols; - - - /* Read two nearest points in Y-direction */ - f10 = pData[index]; - f11 = pData[index + 1]; - - /* Calculation of intermediate values */ - b1 = f00; - b2 = f01 - f00; - b3 = f10 - f00; - b4 = f00 - f01 - f10 + f11; - - /* Calculation of fractional part in X */ - xdiff = X - xIndex; - - /* Calculation of fractional part in Y */ - ydiff = Y - yIndex; - - /* Calculation of bi-linear interpolated output */ - out = b1 + b2 * xdiff + b3 * ydiff + b4 * xdiff * ydiff; - - /* return to application */ - return (out); - } - - - /** - * @brief Q31 bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate in 12.20 format. - * @param[in] Y interpolation coordinate in 12.20 format. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE q31_t arm_bilinear_interp_q31( - arm_bilinear_interp_instance_q31 * S, - q31_t X, - q31_t Y) - { - q31_t out; /* Temporary output */ - q31_t acc = 0; /* output */ - q31_t xfract, yfract; /* X, Y fractional parts */ - q31_t x1, x2, y1, y2; /* Nearest output values */ - int32_t rI, cI; /* Row and column indices */ - q31_t *pYData = S->pData; /* pointer to output table values */ - uint32_t nCols = S->numCols; /* num of rows */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - rI = ((X & (q31_t)0xFFF00000) >> 20); - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - cI = ((Y & (q31_t)0xFFF00000) >> 20); - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) - { - return (0); - } - - /* 20 bits for the fractional part */ - /* shift left xfract by 11 to keep 1.31 format */ - xfract = (X & 0x000FFFFF) << 11U; - - /* Read two nearest output values from the index */ - x1 = pYData[(rI) + (int32_t)nCols * (cI) ]; - x2 = pYData[(rI) + (int32_t)nCols * (cI) + 1]; - - /* 20 bits for the fractional part */ - /* shift left yfract by 11 to keep 1.31 format */ - yfract = (Y & 0x000FFFFF) << 11U; - - /* Read two nearest output values from the index */ - y1 = pYData[(rI) + (int32_t)nCols * (cI + 1) ]; - y2 = pYData[(rI) + (int32_t)nCols * (cI + 1) + 1]; - - /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 3.29(q29) format */ - out = ((q31_t) (((q63_t) x1 * (0x7FFFFFFF - xfract)) >> 32)); - acc = ((q31_t) (((q63_t) out * (0x7FFFFFFF - yfract)) >> 32)); - - /* x2 * (xfract) * (1-yfract) in 3.29(q29) and adding to acc */ - out = ((q31_t) ((q63_t) x2 * (0x7FFFFFFF - yfract) >> 32)); - acc += ((q31_t) ((q63_t) out * (xfract) >> 32)); - - /* y1 * (1 - xfract) * (yfract) in 3.29(q29) and adding to acc */ - out = ((q31_t) ((q63_t) y1 * (0x7FFFFFFF - xfract) >> 32)); - acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); - - /* y2 * (xfract) * (yfract) in 3.29(q29) and adding to acc */ - out = ((q31_t) ((q63_t) y2 * (xfract) >> 32)); - acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); - - /* Convert acc to 1.31(q31) format */ - return ((q31_t)(acc << 2)); - } - - - /** - * @brief Q15 bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate in 12.20 format. - * @param[in] Y interpolation coordinate in 12.20 format. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE q15_t arm_bilinear_interp_q15( - arm_bilinear_interp_instance_q15 * S, - q31_t X, - q31_t Y) - { - q63_t acc = 0; /* output */ - q31_t out; /* Temporary output */ - q15_t x1, x2, y1, y2; /* Nearest output values */ - q31_t xfract, yfract; /* X, Y fractional parts */ - int32_t rI, cI; /* Row and column indices */ - q15_t *pYData = S->pData; /* pointer to output table values */ - uint32_t nCols = S->numCols; /* num of rows */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - rI = ((X & (q31_t)0xFFF00000) >> 20); - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - cI = ((Y & (q31_t)0xFFF00000) >> 20); - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) - { - return (0); - } - - /* 20 bits for the fractional part */ - /* xfract should be in 12.20 format */ - xfract = (X & 0x000FFFFF); - - /* Read two nearest output values from the index */ - x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; - x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; - - /* 20 bits for the fractional part */ - /* yfract should be in 12.20 format */ - yfract = (Y & 0x000FFFFF); - - /* Read two nearest output values from the index */ - y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; - y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; - - /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 13.51 format */ - - /* x1 is in 1.15(q15), xfract in 12.20 format and out is in 13.35 format */ - /* convert 13.35 to 13.31 by right shifting and out is in 1.31 */ - out = (q31_t) (((q63_t) x1 * (0x0FFFFF - xfract)) >> 4U); - acc = ((q63_t) out * (0x0FFFFF - yfract)); - - /* x2 * (xfract) * (1-yfract) in 1.51 and adding to acc */ - out = (q31_t) (((q63_t) x2 * (0x0FFFFF - yfract)) >> 4U); - acc += ((q63_t) out * (xfract)); - - /* y1 * (1 - xfract) * (yfract) in 1.51 and adding to acc */ - out = (q31_t) (((q63_t) y1 * (0x0FFFFF - xfract)) >> 4U); - acc += ((q63_t) out * (yfract)); - - /* y2 * (xfract) * (yfract) in 1.51 and adding to acc */ - out = (q31_t) (((q63_t) y2 * (xfract)) >> 4U); - acc += ((q63_t) out * (yfract)); - - /* acc is in 13.51 format and down shift acc by 36 times */ - /* Convert out to 1.15 format */ - return ((q15_t)(acc >> 36)); - } - - - /** - * @brief Q7 bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate in 12.20 format. - * @param[in] Y interpolation coordinate in 12.20 format. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE q7_t arm_bilinear_interp_q7( - arm_bilinear_interp_instance_q7 * S, - q31_t X, - q31_t Y) - { - q63_t acc = 0; /* output */ - q31_t out; /* Temporary output */ - q31_t xfract, yfract; /* X, Y fractional parts */ - q7_t x1, x2, y1, y2; /* Nearest output values */ - int32_t rI, cI; /* Row and column indices */ - q7_t *pYData = S->pData; /* pointer to output table values */ - uint32_t nCols = S->numCols; /* num of rows */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - rI = ((X & (q31_t)0xFFF00000) >> 20); - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - cI = ((Y & (q31_t)0xFFF00000) >> 20); - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) - { - return (0); - } - - /* 20 bits for the fractional part */ - /* xfract should be in 12.20 format */ - xfract = (X & (q31_t)0x000FFFFF); - - /* Read two nearest output values from the index */ - x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; - x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; - - /* 20 bits for the fractional part */ - /* yfract should be in 12.20 format */ - yfract = (Y & (q31_t)0x000FFFFF); - - /* Read two nearest output values from the index */ - y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; - y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; - - /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 16.47 format */ - out = ((x1 * (0xFFFFF - xfract))); - acc = (((q63_t) out * (0xFFFFF - yfract))); - - /* x2 * (xfract) * (1-yfract) in 2.22 and adding to acc */ - out = ((x2 * (0xFFFFF - yfract))); - acc += (((q63_t) out * (xfract))); - - /* y1 * (1 - xfract) * (yfract) in 2.22 and adding to acc */ - out = ((y1 * (0xFFFFF - xfract))); - acc += (((q63_t) out * (yfract))); - - /* y2 * (xfract) * (yfract) in 2.22 and adding to acc */ - out = ((y2 * (yfract))); - acc += (((q63_t) out * (xfract))); - - /* acc in 16.47 format and down shift by 40 to convert to 1.7 format */ - return ((q7_t)(acc >> 40)); - } - - /** - * @} end of BilinearInterpolate group - */ - - -/* SMMLAR */ -#define multAcc_32x32_keep32_R(a, x, y) \ - a = (q31_t) (((((q63_t) a) << 32) + ((q63_t) x * y) + 0x80000000LL ) >> 32) - -/* SMMLSR */ -#define multSub_32x32_keep32_R(a, x, y) \ - a = (q31_t) (((((q63_t) a) << 32) - ((q63_t) x * y) + 0x80000000LL ) >> 32) - -/* SMMULR */ -#define mult_32x32_keep32_R(a, x, y) \ - a = (q31_t) (((q63_t) x * y + 0x80000000LL ) >> 32) - -/* SMMLA */ -#define multAcc_32x32_keep32(a, x, y) \ - a += (q31_t) (((q63_t) x * y) >> 32) - -/* SMMLS */ -#define multSub_32x32_keep32(a, x, y) \ - a -= (q31_t) (((q63_t) x * y) >> 32) - -/* SMMUL */ -#define mult_32x32_keep32(a, x, y) \ - a = (q31_t) (((q63_t) x * y ) >> 32) - - -#if defined ( __CC_ARM ) - /* Enter low optimization region - place directly above function definition */ - #if defined( __ARM_ARCH_7EM__ ) - #define LOW_OPTIMIZATION_ENTER \ - _Pragma ("push") \ - _Pragma ("O1") - #else - #define LOW_OPTIMIZATION_ENTER - #endif - - /* Exit low optimization region - place directly after end of function definition */ - #if defined ( __ARM_ARCH_7EM__ ) - #define LOW_OPTIMIZATION_EXIT \ - _Pragma ("pop") - #else - #define LOW_OPTIMIZATION_EXIT - #endif - - /* Enter low optimization region - place directly above function definition */ - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - - /* Exit low optimization region - place directly after end of function definition */ - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined (__ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __GNUC__ ) - #define LOW_OPTIMIZATION_ENTER \ - __attribute__(( optimize("-O1") )) - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __ICCARM__ ) - /* Enter low optimization region - place directly above function definition */ - #if defined ( __ARM_ARCH_7EM__ ) - #define LOW_OPTIMIZATION_ENTER \ - _Pragma ("optimize=low") - #else - #define LOW_OPTIMIZATION_ENTER - #endif - - /* Exit low optimization region - place directly after end of function definition */ - #define LOW_OPTIMIZATION_EXIT - - /* Enter low optimization region - place directly above function definition */ - #if defined ( __ARM_ARCH_7EM__ ) - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER \ - _Pragma ("optimize=low") - #else - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #endif - - /* Exit low optimization region - place directly after end of function definition */ - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __TI_ARM__ ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __CSMC__ ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __TASKING__ ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT -#endif - - - -/* Compiler specific diagnostic adjustment */ -#if defined ( __CC_ARM ) - -#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - -#elif defined ( __GNUC__ ) -#pragma GCC diagnostic pop - -#elif defined ( __ICCARM__ ) - -#elif defined ( __TI_ARM__ ) - -#elif defined ( __CSMC__ ) - -#elif defined ( __TASKING__ ) - -#elif defined ( _MSC_VER ) - -#else - #error Unknown compiler -#endif - -#ifdef __cplusplus -} -#endif - - -#endif /* _ARM_MATH_H */ - -/** - * - * End of file. - */ diff --git 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          - * CMSIS-DSP in ARM::CMSIS Pack - * ----------------------------- - * - * The following files relevant to CMSIS-DSP are present in the ARM::CMSIS Pack directories: - * |File/Folder |Content | - * |---------------------------------|------------------------------------------------------------------------| - * |\b CMSIS\\Documentation\\DSP | This documentation | - * |\b CMSIS\\DSP\\DSP_Lib_TestSuite | DSP_Lib test suite | - * |\b CMSIS\\DSP\\Examples | Example projects demonstrating the usage of the library functions | - * |\b CMSIS\\DSP\\Include | DSP_Lib include files | - * |\b CMSIS\\DSP\\Lib | DSP_Lib binaries | - * |\b CMSIS\\DSP\\Projects | Projects to rebuild DSP_Lib binaries | - * |\b CMSIS\\DSP\\Source | DSP_Lib source files | - * - *
          - * Revision History of CMSIS-DSP - * ------------ - * Please refer to \ref ChangeLog_pg. - */ - - -/** - * @defgroup groupMath Basic Math Functions - */ - -/** - * @defgroup groupFastMath Fast Math Functions - * This set of functions provides a fast approximation to sine, cosine, and square root. - * As compared to most of the other functions in the CMSIS math library, the fast math functions - * operate on individual values and not arrays. - * There are separate functions for Q15, Q31, and floating-point data. - * - */ - -/** - * @defgroup groupCmplxMath Complex Math Functions - * This set of functions operates on complex data vectors. - * The data in the complex arrays is stored in an interleaved fashion - * (real, imag, real, imag, ...). - * In the API functions, the number of samples in a complex array refers - * to the number of complex values; the array contains twice this number of - * real values. - */ - -/** - * @defgroup groupFilters Filtering Functions - */ - -/** - * @defgroup groupMatrix Matrix Functions - * - * This set of functions provides basic matrix math operations. - * The functions operate on matrix data structures. For example, - * the type - * definition for the floating-point matrix structure is shown - * below: - * 
          - *     typedef struct
- *     {
- *       uint16_t numRows;     // number of rows of the matrix.
- *       uint16_t numCols;     // number of columns of the matrix.
- *       float32_t *pData;     // points to the data of the matrix.
- *     } arm_matrix_instance_f32;
- *
          - * There are similar definitions for Q15 and Q31 data types. - * - * The structure specifies the size of the matrix and then points to - * an array of data. The array is of size numRows X numCols - * and the values are arranged in row order. That is, the - * matrix element (i, j) is stored at: - * 
          - *     pData[i*numCols + j]
- *
          - * - * \par Init Functions - * There is an associated initialization function for each type of matrix - * data structure. - * The initialization function sets the values of the internal structure fields. - * Refer to \ref arm_mat_init_f32(), \ref arm_mat_init_q31() and \ref arm_mat_init_q15() - * for floating-point, Q31 and Q15 types, respectively. - * - * \par - * Use of the initialization function is optional. However, if initialization function is used - * then the instance structure cannot be placed into a const data section. - * To place the instance structure in a const data - * section, manually initialize the data structure. For example: - * 
          - * arm_matrix_instance_f32 S = {nRows, nColumns, pData};
- * arm_matrix_instance_q31 S = {nRows, nColumns, pData};
- * arm_matrix_instance_q15 S = {nRows, nColumns, pData};
- *
          - * where nRows specifies the number of rows, nColumns - * specifies the number of columns, and pData points to the - * data array. - * - * \par Size Checking - * By default all of the matrix functions perform size checking on the input and - * output matrices. For example, the matrix addition function verifies that the - * two input matrices and the output matrix all have the same number of rows and - * columns. If the size check fails the functions return: - * 
          - *     ARM_MATH_SIZE_MISMATCH
- *
          - * Otherwise the functions return - * 
          - *     ARM_MATH_SUCCESS
- *
          - * There is some overhead associated with this matrix size checking. - * The matrix size checking is enabled via the \#define - * 
          - *     ARM_MATH_MATRIX_CHECK
- *
          - * within the library project settings. By default this macro is defined - * and size checking is enabled. By changing the project settings and - * undefining this macro size checking is eliminated and the functions - * run a bit faster. With size checking disabled the functions always - * return ARM_MATH_SUCCESS. - */ - -/** - * @defgroup groupTransforms Transform Functions - */ - -/** - * @defgroup groupController Controller Functions - */ - -/** - * @defgroup groupStats Statistics Functions - */ - -/** - * @defgroup groupSupport Support Functions - */ - -/** - * @defgroup groupInterpolation Interpolation Functions - * These functions perform 1- and 2-dimensional interpolation of data. - * Linear interpolation is used for 1-dimensional data and - * bilinear interpolation is used for 2-dimensional data. - */ - -/** - * @defgroup groupExamples Examples - */ - -/** - * @defgroup groupSVM SVM Functions - * This set of functions is implementing SVM classification on 2 classes. - * The training must be done from scikit-learn. The parameters can be easily - * generated from the scikit-learn object. Some examples are given in - * DSP/Testing/PatternGeneration/SVM.py - * - * If more than 2 classes are needed, the functions in this folder - * will have to be used, as building blocks, to do multi-class classification. - * - * No multi-class classification is provided in this SVM folder. - * - */ - - -/** - * @defgroup groupBayes Bayesian estimators - * - * Implement the naive gaussian Bayes estimator. - * The training must be done from scikit-learn. - * - * The parameters can be easily - * generated from the scikit-learn object. Some examples are given in - * DSP/Testing/PatternGeneration/Bayes.py - */ - -/** - * @defgroup groupDistance Distance functions - * - * Distance functions for use with clustering algorithms. - * There are distance functions for float vectors and boolean vectors. - * - */ - - -#ifndef _ARM_MATH_H -#define _ARM_MATH_H - -#ifdef __cplusplus -extern "C" -{ -#endif - -/* Compiler specific diagnostic adjustment */ -#if defined ( __CC_ARM ) - -#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - -#elif defined ( __GNUC__ ) - #pragma GCC diagnostic push - #pragma GCC diagnostic ignored "-Wsign-conversion" - #pragma GCC diagnostic ignored "-Wconversion" - #pragma GCC diagnostic ignored "-Wunused-parameter" - -#elif defined ( __ICCARM__ ) - -#elif defined ( __TI_ARM__ ) - -#elif defined ( __CSMC__ ) - -#elif defined ( __TASKING__ ) - -#elif defined ( _MSC_VER ) - -#else - #error Unknown compiler -#endif - - -/* Included for instrinsics definitions */ -#if defined (_MSC_VER ) -#include -#define __STATIC_FORCEINLINE static __forceinline -#define __STATIC_INLINE static __inline -#define __ALIGNED(x) __declspec(align(x)) - -#elif defined (__GNUC_PYTHON__) -#include -#define __ALIGNED(x) __attribute__((aligned(x))) -#define __STATIC_FORCEINLINE static __attribute__((inline)) -#define __STATIC_INLINE static __attribute__((inline)) -#pragma GCC diagnostic ignored "-Wunused-function" -#pragma GCC diagnostic ignored "-Wattributes" - -#else -#include "cmsis_compiler.h" -#endif - - - -#include -#include -#include -#include - - -#define F64_MAX ((float64_t)DBL_MAX) -#define F32_MAX ((float32_t)FLT_MAX) - -#if defined(ARM_MATH_FLOAT16) -#define F16_MAX ((float16_t)FLT_MAX) -#endif - -#define F64_MIN (-DBL_MAX) -#define F32_MIN (-FLT_MAX) - -#if defined(ARM_MATH_FLOAT16) -#define F16_MIN (-(float16_t)FLT_MAX) -#endif - -#define F64_ABSMAX ((float64_t)DBL_MAX) -#define F32_ABSMAX ((float32_t)FLT_MAX) - -#if defined(ARM_MATH_FLOAT16) -#define F16_ABSMAX ((float16_t)FLT_MAX) -#endif - -#define F64_ABSMIN ((float64_t)0.0) -#define F32_ABSMIN ((float32_t)0.0) - -#if defined(ARM_MATH_FLOAT16) -#define F16_ABSMIN ((float16_t)0.0) -#endif - -#define Q31_MAX ((q31_t)(0x7FFFFFFFL)) -#define Q15_MAX ((q15_t)(0x7FFF)) -#define Q7_MAX ((q7_t)(0x7F)) -#define Q31_MIN ((q31_t)(0x80000000L)) -#define Q15_MIN ((q15_t)(0x8000)) -#define Q7_MIN ((q7_t)(0x80)) - -#define Q31_ABSMAX ((q31_t)(0x7FFFFFFFL)) -#define Q15_ABSMAX ((q15_t)(0x7FFF)) -#define Q7_ABSMAX ((q7_t)(0x7F)) -#define Q31_ABSMIN ((q31_t)0) -#define Q15_ABSMIN ((q15_t)0) -#define Q7_ABSMIN ((q7_t)0) - -/* evaluate ARM DSP feature */ -#if (defined (__ARM_FEATURE_DSP) && (__ARM_FEATURE_DSP == 1)) - #define ARM_MATH_DSP 1 -#endif - -#if defined(ARM_MATH_NEON) -#include -#endif - -#if defined (ARM_MATH_HELIUM) - #define ARM_MATH_MVEF - #define ARM_MATH_FLOAT16 -#endif - -#if defined (ARM_MATH_MVEF) - #define ARM_MATH_MVEI - #define ARM_MATH_FLOAT16 -#endif - -#if defined (ARM_MATH_HELIUM) || defined(ARM_MATH_MVEF) || defined(ARM_MATH_MVEI) -#include -#endif - - - /** - * @brief Macros required for reciprocal calculation in Normalized LMS - */ - -#define DELTA_Q31 ((q31_t)(0x100)) -#define DELTA_Q15 ((q15_t)0x5) -#define INDEX_MASK 0x0000003F -#ifndef PI - #define PI 3.14159265358979f -#endif - - /** - * @brief Macros required for SINE and COSINE Fast math approximations - */ - -#define FAST_MATH_TABLE_SIZE 512 -#define FAST_MATH_Q31_SHIFT (32 - 10) -#define FAST_MATH_Q15_SHIFT (16 - 10) -#define CONTROLLER_Q31_SHIFT (32 - 9) -#define TABLE_SPACING_Q31 0x400000 -#define TABLE_SPACING_Q15 0x80 - - /** - * @brief Macros required for SINE and COSINE Controller functions - */ - /* 1.31(q31) Fixed value of 2/360 */ - /* -1 to +1 is divided into 360 values so total spacing is (2/360) */ -#define INPUT_SPACING 0xB60B61 - - /** - * @brief Macros for complex numbers - */ - - /* Dimension C vector space */ - #define CMPLX_DIM 2 - - /** - * @brief Error status returned by some functions in the library. - */ - - typedef enum - { - ARM_MATH_SUCCESS = 0, /**< No error */ - ARM_MATH_ARGUMENT_ERROR = -1, /**< One or more arguments are incorrect */ - ARM_MATH_LENGTH_ERROR = -2, /**< Length of data buffer is incorrect */ - ARM_MATH_SIZE_MISMATCH = -3, /**< Size of matrices is not compatible with the operation */ - ARM_MATH_NANINF = -4, /**< Not-a-number (NaN) or infinity is generated */ - ARM_MATH_SINGULAR = -5, /**< Input matrix is singular and cannot be inverted */ - ARM_MATH_TEST_FAILURE = -6 /**< Test Failed */ - } arm_status; - - /** - * @brief 8-bit fractional data type in 1.7 format. - */ - typedef int8_t q7_t; - - /** - * @brief 16-bit fractional data type in 1.15 format. - */ - typedef int16_t q15_t; - - /** - * @brief 32-bit fractional data type in 1.31 format. - */ - typedef int32_t q31_t; - - /** - * @brief 64-bit fractional data type in 1.63 format. - */ - typedef int64_t q63_t; - - /** - * @brief 32-bit floating-point type definition. - */ - typedef float float32_t; - - /** - * @brief 64-bit floating-point type definition. - */ - typedef double float64_t; - - /** - * @brief vector types - */ -#if defined(ARM_MATH_NEON) || defined (ARM_MATH_MVEI) - /** - * @brief 64-bit fractional 128-bit vector data type in 1.63 format - */ - typedef int64x2_t q63x2_t; - - /** - * @brief 32-bit fractional 128-bit vector data type in 1.31 format. - */ - typedef int32x4_t q31x4_t; - - /** - * @brief 16-bit fractional 128-bit vector data type with 16-bit alignement in 1.15 format. - */ - typedef __ALIGNED(2) int16x8_t q15x8_t; - - /** - * @brief 8-bit fractional 128-bit vector data type with 8-bit alignement in 1.7 format. - */ - typedef __ALIGNED(1) int8x16_t q7x16_t; - - /** - * @brief 32-bit fractional 128-bit vector pair data type in 1.31 format. - */ - typedef int32x4x2_t q31x4x2_t; - - /** - * @brief 32-bit fractional 128-bit vector quadruplet data type in 1.31 format. - */ - typedef int32x4x4_t q31x4x4_t; - - /** - * @brief 16-bit fractional 128-bit vector pair data type in 1.15 format. - */ - typedef int16x8x2_t q15x8x2_t; - - /** - * @brief 16-bit fractional 128-bit vector quadruplet data type in 1.15 format. - */ - typedef int16x8x4_t q15x8x4_t; - - /** - * @brief 8-bit fractional 128-bit vector pair data type in 1.7 format. - */ - typedef int8x16x2_t q7x16x2_t; - - /** - * @brief 8-bit fractional 128-bit vector quadruplet data type in 1.7 format. - */ - typedef int8x16x4_t q7x16x4_t; - - /** - * @brief 32-bit fractional data type in 9.23 format. - */ - typedef int32_t q23_t; - - /** - * @brief 32-bit fractional 128-bit vector data type in 9.23 format. - */ - typedef int32x4_t q23x4_t; - - /** - * @brief 64-bit status 128-bit vector data type. - */ - typedef int64x2_t status64x2_t; - - /** - * @brief 32-bit status 128-bit vector data type. - */ - typedef int32x4_t status32x4_t; - - /** - * @brief 16-bit status 128-bit vector data type. - */ - typedef int16x8_t status16x8_t; - - /** - * @brief 8-bit status 128-bit vector data type. - */ - typedef int8x16_t status8x16_t; - - -#endif - -#if defined(ARM_MATH_NEON) || defined(ARM_MATH_MVEF) /* floating point vector*/ - /** - * @brief 32-bit floating-point 128-bit vector type - */ - typedef float32x4_t f32x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 128-bit vector data type - */ - typedef __ALIGNED(2) float16x8_t f16x8_t; -#endif - - /** - * @brief 32-bit floating-point 128-bit vector pair data type - */ - typedef float32x4x2_t f32x4x2_t; - - /** - * @brief 32-bit floating-point 128-bit vector quadruplet data type - */ - typedef float32x4x4_t f32x4x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 128-bit vector pair data type - */ - typedef float16x8x2_t f16x8x2_t; - - /** - * @brief 16-bit floating-point 128-bit vector quadruplet data type - */ - typedef float16x8x4_t f16x8x4_t; -#endif - - /** - * @brief 32-bit ubiquitous 128-bit vector data type - */ - typedef union _any32x4_t - { - float32x4_t f; - int32x4_t i; - } any32x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit ubiquitous 128-bit vector data type - */ - typedef union _any16x8_t - { - float16x8_t f; - int16x8_t i; - } any16x8_t; -#endif - -#endif - -#if defined(ARM_MATH_NEON) - /** - * @brief 32-bit fractional 64-bit vector data type in 1.31 format. - */ - typedef int32x2_t q31x2_t; - - /** - * @brief 16-bit fractional 64-bit vector data type in 1.15 format. - */ - typedef __ALIGNED(2) int16x4_t q15x4_t; - - /** - * @brief 8-bit fractional 64-bit vector data type in 1.7 format. - */ - typedef __ALIGNED(1) int8x8_t q7x8_t; - - /** - * @brief 32-bit float 64-bit vector data type. - */ - typedef float32x2_t f32x2_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit float 64-bit vector data type. - */ - typedef __ALIGNED(2) float16x4_t f16x4_t; -#endif - - /** - * @brief 32-bit floating-point 128-bit vector triplet data type - */ - typedef float32x4x3_t f32x4x3_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 128-bit vector triplet data type - */ - typedef float16x8x3_t f16x8x3_t; -#endif - - /** - * @brief 32-bit fractional 128-bit vector triplet data type in 1.31 format - */ - typedef int32x4x3_t q31x4x3_t; - - /** - * @brief 16-bit fractional 128-bit vector triplet data type in 1.15 format - */ - typedef int16x8x3_t q15x8x3_t; - - /** - * @brief 8-bit fractional 128-bit vector triplet data type in 1.7 format - */ - typedef int8x16x3_t q7x16x3_t; - - /** - * @brief 32-bit floating-point 64-bit vector pair data type - */ - typedef float32x2x2_t f32x2x2_t; - - /** - * @brief 32-bit floating-point 64-bit vector triplet data type - */ - typedef float32x2x3_t f32x2x3_t; - - /** - * @brief 32-bit floating-point 64-bit vector quadruplet data type - */ - typedef float32x2x4_t f32x2x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 64-bit vector pair data type - */ - typedef float16x4x2_t f16x4x2_t; - - /** - * @brief 16-bit floating-point 64-bit vector triplet data type - */ - typedef float16x4x3_t f16x4x3_t; - - /** - * @brief 16-bit floating-point 64-bit vector quadruplet data type - */ - typedef float16x4x4_t f16x4x4_t; -#endif - - /** - * @brief 32-bit fractional 64-bit vector pair data type in 1.31 format - */ - typedef int32x2x2_t q31x2x2_t; - - /** - * @brief 32-bit fractional 64-bit vector triplet data type in 1.31 format - */ - typedef int32x2x3_t q31x2x3_t; - - /** - * @brief 32-bit fractional 64-bit vector quadruplet data type in 1.31 format - */ - typedef int32x4x3_t q31x2x4_t; - - /** - * @brief 16-bit fractional 64-bit vector pair data type in 1.15 format - */ - typedef int16x4x2_t q15x4x2_t; - - /** - * @brief 16-bit fractional 64-bit vector triplet data type in 1.15 format - */ - typedef int16x4x2_t q15x4x3_t; - - /** - * @brief 16-bit fractional 64-bit vector quadruplet data type in 1.15 format - */ - typedef int16x4x3_t q15x4x4_t; - - /** - * @brief 8-bit fractional 64-bit vector pair data type in 1.7 format - */ - typedef int8x8x2_t q7x8x2_t; - - /** - * @brief 8-bit fractional 64-bit vector triplet data type in 1.7 format - */ - typedef int8x8x3_t q7x8x3_t; - - /** - * @brief 8-bit fractional 64-bit vector quadruplet data type in 1.7 format - */ - typedef int8x8x4_t q7x8x4_t; - - /** - * @brief 32-bit ubiquitous 64-bit vector data type - */ - typedef union _any32x2_t - { - float32x2_t f; - int32x2_t i; - } any32x2_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit ubiquitous 64-bit vector data type - */ - typedef union _any16x4_t - { - float16x4_t f; - int16x4_t i; - } any16x4_t; -#endif - - /** - * @brief 32-bit status 64-bit vector data type. - */ - typedef int32x4_t status32x2_t; - - /** - * @brief 16-bit status 64-bit vector data type. - */ - typedef int16x8_t status16x4_t; - - /** - * @brief 8-bit status 64-bit vector data type. - */ - typedef int8x16_t status8x8_t; - -#endif - - - -/** - @brief definition to read/write two 16 bit values. - @deprecated - */ -#if defined ( __CC_ARM ) - #define __SIMD32_TYPE int32_t __packed -#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - #define __SIMD32_TYPE int32_t -#elif defined ( __GNUC__ ) - #define __SIMD32_TYPE int32_t -#elif defined ( __ICCARM__ ) - #define __SIMD32_TYPE int32_t __packed -#elif defined ( __TI_ARM__ ) - #define __SIMD32_TYPE int32_t -#elif defined ( __CSMC__ ) - #define __SIMD32_TYPE int32_t -#elif defined ( __TASKING__ ) - #define __SIMD32_TYPE __un(aligned) int32_t -#elif defined(_MSC_VER ) - #define __SIMD32_TYPE int32_t -#else - #error Unknown compiler -#endif - -#define __SIMD32(addr) (*(__SIMD32_TYPE **) & (addr)) -#define __SIMD32_CONST(addr) ( (__SIMD32_TYPE * ) (addr)) -#define _SIMD32_OFFSET(addr) (*(__SIMD32_TYPE * ) (addr)) -#define __SIMD64(addr) (*( int64_t **) & (addr)) - -#define STEP(x) (x) <= 0 ? 0 : 1 -#define SQ(x) ((x) * (x)) - -/* SIMD replacement */ - - -/** - @brief Read 2 Q15 from Q15 pointer. - @param[in] pQ15 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q15x2 ( - q15_t * pQ15) -{ - q31_t val; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, pQ15, 4); -#else - val = (pQ15[1] << 16) | (pQ15[0] & 0x0FFFF) ; -#endif - - return (val); -} - -/** - @brief Read 2 Q15 from Q15 pointer and increment pointer afterwards. - @param[in] pQ15 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q15x2_ia ( - q15_t ** pQ15) -{ - q31_t val; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ15, 4); -#else - val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); -#endif - - *pQ15 += 2; - return (val); -} - -/** - @brief Read 2 Q15 from Q15 pointer and decrement pointer afterwards. - @param[in] pQ15 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q15x2_da ( - q15_t ** pQ15) -{ - q31_t val; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ15, 4); -#else - val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); -#endif - - *pQ15 -= 2; - return (val); -} - -/** - @brief Write 2 Q15 to Q15 pointer and increment pointer afterwards. - @param[in] pQ15 points to input value - @param[in] value Q31 value - @return none - */ -__STATIC_FORCEINLINE void write_q15x2_ia ( - q15_t ** pQ15, - q31_t value) -{ - q31_t val = value; -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (*pQ15, &val, 4); -#else - (*pQ15)[0] = (val & 0x0FFFF); - (*pQ15)[1] = (val >> 16) & 0x0FFFF; -#endif - - *pQ15 += 2; -} - -/** - @brief Write 2 Q15 to Q15 pointer. - @param[in] pQ15 points to input value - @param[in] value Q31 value - @return none - */ -__STATIC_FORCEINLINE void write_q15x2 ( - q15_t * pQ15, - q31_t value) -{ - q31_t val = value; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (pQ15, &val, 4); -#else - pQ15[0] = val & 0x0FFFF; - pQ15[1] = val >> 16; -#endif -} - - -/** - @brief Read 4 Q7 from Q7 pointer and increment pointer afterwards. - @param[in] pQ7 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q7x4_ia ( - q7_t ** pQ7) -{ - q31_t val; - - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ7, 4); -#else - val =(((*pQ7)[3] & 0x0FF) << 24) | (((*pQ7)[2] & 0x0FF) << 16) | (((*pQ7)[1] & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); -#endif - - *pQ7 += 4; - - return (val); -} - -/** - @brief Read 4 Q7 from Q7 pointer and decrement pointer afterwards. - @param[in] pQ7 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q7x4_da ( - q7_t ** pQ7) -{ - q31_t val; -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ7, 4); -#else - val = ((((*pQ7)[3]) & 0x0FF) << 24) | ((((*pQ7)[2]) & 0x0FF) << 16) | ((((*pQ7)[1]) & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); -#endif - *pQ7 -= 4; - - return (val); -} - -/** - @brief Write 4 Q7 to Q7 pointer and increment pointer afterwards. - @param[in] pQ7 points to input value - @param[in] value Q31 value - @return none - */ -__STATIC_FORCEINLINE void write_q7x4_ia ( - q7_t ** pQ7, - q31_t value) -{ - q31_t val = value; -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (*pQ7, &val, 4); -#else - (*pQ7)[0] = val & 0x0FF; - (*pQ7)[1] = (val >> 8) & 0x0FF; - (*pQ7)[2] = (val >> 16) & 0x0FF; - (*pQ7)[3] = (val >> 24) & 0x0FF; - -#endif - *pQ7 += 4; -} - -/* - -Normally those kind of definitions are in a compiler file -in Core or Core_A. - -But for MSVC compiler it is a bit special. The goal is very specific -to CMSIS-DSP and only to allow the use of this library from other -systems like Python or Matlab. - -MSVC is not going to be used to cross-compile to ARM. So, having a MSVC -compiler file in Core or Core_A would not make sense. - -*/ -#if defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) - __STATIC_FORCEINLINE uint8_t __CLZ(uint32_t data) - { - if (data == 0U) { return 32U; } - - uint32_t count = 0U; - uint32_t mask = 0x80000000U; - - while ((data & mask) == 0U) - { - count += 1U; - mask = mask >> 1U; - } - return count; - } - - __STATIC_FORCEINLINE int32_t __SSAT(int32_t val, uint32_t sat) - { - if ((sat >= 1U) && (sat <= 32U)) - { - const int32_t max = (int32_t)((1U << (sat - 1U)) - 1U); - const int32_t min = -1 - max ; - if (val > max) - { - return max; - } - else if (val < min) - { - return min; - } - } - return val; - } - - __STATIC_FORCEINLINE uint32_t __USAT(int32_t val, uint32_t sat) - { - if (sat <= 31U) - { - const uint32_t max = ((1U << sat) - 1U); - if (val > (int32_t)max) - { - return max; - } - else if (val < 0) - { - return 0U; - } - } - return (uint32_t)val; - } -#endif - -#ifndef ARM_MATH_DSP - /** - * @brief definition to pack two 16 bit values. - */ - #define __PKHBT(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0x0000FFFF) | \ - (((int32_t)(ARG2) << ARG3) & (int32_t)0xFFFF0000) ) - #define __PKHTB(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0xFFFF0000) | \ - (((int32_t)(ARG2) >> ARG3) & (int32_t)0x0000FFFF) ) -#endif - - /** - * @brief definition to pack four 8 bit values. - */ -#ifndef ARM_MATH_BIG_ENDIAN - #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v0) << 0) & (int32_t)0x000000FF) | \ - (((int32_t)(v1) << 8) & (int32_t)0x0000FF00) | \ - (((int32_t)(v2) << 16) & (int32_t)0x00FF0000) | \ - (((int32_t)(v3) << 24) & (int32_t)0xFF000000) ) -#else - #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v3) << 0) & (int32_t)0x000000FF) | \ - (((int32_t)(v2) << 8) & (int32_t)0x0000FF00) | \ - (((int32_t)(v1) << 16) & (int32_t)0x00FF0000) | \ - (((int32_t)(v0) << 24) & (int32_t)0xFF000000) ) -#endif - - - /** - * @brief Clips Q63 to Q31 values. - */ - __STATIC_FORCEINLINE q31_t clip_q63_to_q31( - q63_t x) - { - return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? - ((0x7FFFFFFF ^ ((q31_t) (x >> 63)))) : (q31_t) x; - } - - /** - * @brief Clips Q63 to Q15 values. - */ - __STATIC_FORCEINLINE q15_t clip_q63_to_q15( - q63_t x) - { - return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? - ((0x7FFF ^ ((q15_t) (x >> 63)))) : (q15_t) (x >> 15); - } - - /** - * @brief Clips Q31 to Q7 values. - */ - __STATIC_FORCEINLINE q7_t clip_q31_to_q7( - q31_t x) - { - return ((q31_t) (x >> 24) != ((q31_t) x >> 23)) ? - ((0x7F ^ ((q7_t) (x >> 31)))) : (q7_t) x; - } - - /** - * @brief Clips Q31 to Q15 values. - */ - __STATIC_FORCEINLINE q15_t clip_q31_to_q15( - q31_t x) - { - return ((q31_t) (x >> 16) != ((q31_t) x >> 15)) ? - ((0x7FFF ^ ((q15_t) (x >> 31)))) : (q15_t) x; - } - - /** - * @brief Multiplies 32 X 64 and returns 32 bit result in 2.30 format. - */ - __STATIC_FORCEINLINE q63_t mult32x64( - q63_t x, - q31_t y) - { - return ((((q63_t) (x & 0x00000000FFFFFFFF) * y) >> 32) + - (((q63_t) (x >> 32) * y) ) ); - } - - /** - * @brief Function to Calculates 1/in (reciprocal) value of Q31 Data type. - */ - __STATIC_FORCEINLINE uint32_t arm_recip_q31( - q31_t in, - q31_t * dst, - const q31_t * pRecipTable) - { - q31_t out; - uint32_t tempVal; - uint32_t index, i; - uint32_t signBits; - - if (in > 0) - { - signBits = ((uint32_t) (__CLZ( in) - 1)); - } - else - { - signBits = ((uint32_t) (__CLZ(-in) - 1)); - } - - /* Convert input sample to 1.31 format */ - in = (in << signBits); - - /* calculation of index for initial approximated Val */ - index = (uint32_t)(in >> 24); - index = (index & INDEX_MASK); - - /* 1.31 with exp 1 */ - out = pRecipTable[index]; - - /* calculation of reciprocal value */ - /* running approximation for two iterations */ - for (i = 0U; i < 2U; i++) - { - tempVal = (uint32_t) (((q63_t) in * out) >> 31); - tempVal = 0x7FFFFFFFu - tempVal; - /* 1.31 with exp 1 */ - /* out = (q31_t) (((q63_t) out * tempVal) >> 30); */ - out = clip_q63_to_q31(((q63_t) out * tempVal) >> 30); - } - - /* write output */ - *dst = out; - - /* return num of signbits of out = 1/in value */ - return (signBits + 1U); - } - - - /** - * @brief Function to Calculates 1/in (reciprocal) value of Q15 Data type. - */ - __STATIC_FORCEINLINE uint32_t arm_recip_q15( - q15_t in, - q15_t * dst, - const q15_t * pRecipTable) - { - q15_t out = 0; - uint32_t tempVal = 0; - uint32_t index = 0, i = 0; - uint32_t signBits = 0; - - if (in > 0) - { - signBits = ((uint32_t)(__CLZ( in) - 17)); - } - else - { - signBits = ((uint32_t)(__CLZ(-in) - 17)); - } - - /* Convert input sample to 1.15 format */ - in = (in << signBits); - - /* calculation of index for initial approximated Val */ - index = (uint32_t)(in >> 8); - index = (index & INDEX_MASK); - - /* 1.15 with exp 1 */ - out = pRecipTable[index]; - - /* calculation of reciprocal value */ - /* running approximation for two iterations */ - for (i = 0U; i < 2U; i++) - { - tempVal = (uint32_t) (((q31_t) in * out) >> 15); - tempVal = 0x7FFFu - tempVal; - /* 1.15 with exp 1 */ - out = (q15_t) (((q31_t) out * tempVal) >> 14); - /* out = clip_q31_to_q15(((q31_t) out * tempVal) >> 14); */ - } - - /* write output */ - *dst = out; - - /* return num of signbits of out = 1/in value */ - return (signBits + 1); - } - -/** - * @brief Integer exponentiation - * @param[in] x value - * @param[in] nb integer exponent >= 1 - * @return x^nb - * - */ -__STATIC_INLINE float32_t arm_exponent_f32(float32_t x, int32_t nb) -{ - float32_t r = x; - nb --; - while(nb > 0) - { - r = r * x; - nb--; - } - return(r); -} - -/** - * @brief 64-bit to 32-bit unsigned normalization - * @param[in] in is input unsigned long long value - * @param[out] normalized is the 32-bit normalized value - * @param[out] norm is norm scale - */ -__STATIC_INLINE void arm_norm_64_to_32u(uint64_t in, int32_t * normalized, int32_t *norm) -{ - int32_t n1; - int32_t hi = (int32_t) (in >> 32); - int32_t lo = (int32_t) ((in << 32) >> 32); - - n1 = __CLZ(hi) - 32; - if (!n1) - { - /* - * input fits in 32-bit - */ - n1 = __CLZ(lo); - if (!n1) - { - /* - * MSB set, need to scale down by 1 - */ - *norm = -1; - *normalized = (((uint32_t) lo) >> 1); - } else - { - if (n1 == 32) - { - /* - * input is zero - */ - *norm = 0; - *normalized = 0; - } else - { - /* - * 32-bit normalization - */ - *norm = n1 - 1; - *normalized = lo << *norm; - } - } - } else - { - /* - * input fits in 64-bit - */ - n1 = 1 - n1; - *norm = -n1; - /* - * 64 bit normalization - */ - *normalized = (((uint32_t) lo) >> n1) | (hi << (32 - n1)); - } -} - -__STATIC_INLINE q31_t arm_div_q63_to_q31(q63_t num, q31_t den) -{ - q31_t result; - uint64_t absNum; - int32_t normalized; - int32_t norm; - - /* - * if sum fits in 32bits - * avoid costly 64-bit division - */ - absNum = num > 0 ? num : -num; - arm_norm_64_to_32u(absNum, &normalized, &norm); - if (norm > 0) - /* - * 32-bit division - */ - result = (q31_t) num / den; - else - /* - * 64-bit division - */ - result = (q31_t) (num / den); - - return result; -} - - -/* - * @brief C custom defined intrinsic functions - */ -#if !defined (ARM_MATH_DSP) - - /* - * @brief C custom defined QADD8 - */ - __STATIC_FORCEINLINE uint32_t __QADD8( - uint32_t x, - uint32_t y) - { - q31_t r, s, t, u; - - r = __SSAT(((((q31_t)x << 24) >> 24) + (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; - s = __SSAT(((((q31_t)x << 16) >> 24) + (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; - t = __SSAT(((((q31_t)x << 8) >> 24) + (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; - u = __SSAT(((((q31_t)x ) >> 24) + (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; - - return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); - } - - - /* - * @brief C custom defined QSUB8 - */ - __STATIC_FORCEINLINE uint32_t __QSUB8( - uint32_t x, - uint32_t y) - { - q31_t r, s, t, u; - - r = __SSAT(((((q31_t)x << 24) >> 24) - (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; - s = __SSAT(((((q31_t)x << 16) >> 24) - (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; - t = __SSAT(((((q31_t)x << 8) >> 24) - (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; - u = __SSAT(((((q31_t)x ) >> 24) - (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; - - return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); - } - - - /* - * @brief C custom defined QADD16 - */ - __STATIC_FORCEINLINE uint32_t __QADD16( - uint32_t x, - uint32_t y) - { -/* q31_t r, s; without initialisation 'arm_offset_q15 test' fails but 'intrinsic' tests pass! for armCC */ - q31_t r = 0, s = 0; - - r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHADD16 - */ - __STATIC_FORCEINLINE uint32_t __SHADD16( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined QSUB16 - */ - __STATIC_FORCEINLINE uint32_t __QSUB16( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHSUB16 - */ - __STATIC_FORCEINLINE uint32_t __SHSUB16( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined QASX - */ - __STATIC_FORCEINLINE uint32_t __QASX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHASX - */ - __STATIC_FORCEINLINE uint32_t __SHASX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined QSAX - */ - __STATIC_FORCEINLINE uint32_t __QSAX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHSAX - */ - __STATIC_FORCEINLINE uint32_t __SHSAX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SMUSDX - */ - __STATIC_FORCEINLINE uint32_t __SMUSDX( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); - } - - /* - * @brief C custom defined SMUADX - */ - __STATIC_FORCEINLINE uint32_t __SMUADX( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); - } - - - /* - * @brief C custom defined QADD - */ - __STATIC_FORCEINLINE int32_t __QADD( - int32_t x, - int32_t y) - { - return ((int32_t)(clip_q63_to_q31((q63_t)x + (q31_t)y))); - } - - - /* - * @brief C custom defined QSUB - */ - __STATIC_FORCEINLINE int32_t __QSUB( - int32_t x, - int32_t y) - { - return ((int32_t)(clip_q63_to_q31((q63_t)x - (q31_t)y))); - } - - - /* - * @brief C custom defined SMLAD - */ - __STATIC_FORCEINLINE uint32_t __SMLAD( - uint32_t x, - uint32_t y, - uint32_t sum) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + - ( ((q31_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLADX - */ - __STATIC_FORCEINLINE uint32_t __SMLADX( - uint32_t x, - uint32_t y, - uint32_t sum) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + - ( ((q31_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLSDX - */ - __STATIC_FORCEINLINE uint32_t __SMLSDX( - uint32_t x, - uint32_t y, - uint32_t sum) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + - ( ((q31_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLALD - */ - __STATIC_FORCEINLINE uint64_t __SMLALD( - uint32_t x, - uint32_t y, - uint64_t sum) - { -/* return (sum + ((q15_t) (x >> 16) * (q15_t) (y >> 16)) + ((q15_t) x * (q15_t) y)); */ - return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + - ( ((q63_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLALDX - */ - __STATIC_FORCEINLINE uint64_t __SMLALDX( - uint32_t x, - uint32_t y, - uint64_t sum) - { -/* return (sum + ((q15_t) (x >> 16) * (q15_t) y)) + ((q15_t) x * (q15_t) (y >> 16)); */ - return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + - ( ((q63_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMUAD - */ - __STATIC_FORCEINLINE uint32_t __SMUAD( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); - } - - - /* - * @brief C custom defined SMUSD - */ - __STATIC_FORCEINLINE uint32_t __SMUSD( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) - - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); - } - - - /* - * @brief C custom defined SXTB16 - */ - __STATIC_FORCEINLINE uint32_t __SXTB16( - uint32_t x) - { - return ((uint32_t)(((((q31_t)x << 24) >> 24) & (q31_t)0x0000FFFF) | - ((((q31_t)x << 8) >> 8) & (q31_t)0xFFFF0000) )); - } - - /* - * @brief C custom defined SMMLA - */ - __STATIC_FORCEINLINE int32_t __SMMLA( - int32_t x, - int32_t y, - int32_t sum) - { - return (sum + (int32_t) (((int64_t) x * y) >> 32)); - } - -#endif /* !defined (ARM_MATH_DSP) */ - - - /** - * @brief Instance structure for the Q7 FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - q7_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - } arm_fir_instance_q7; - - /** - * @brief Instance structure for the Q15 FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - } arm_fir_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - } arm_fir_instance_q31; - - /** - * @brief Instance structure for the floating-point FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - } arm_fir_instance_f32; - - /** - * @brief Processing function for the Q7 FIR filter. - * @param[in] S points to an instance of the Q7 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_q7( - const arm_fir_instance_q7 * S, - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q7 FIR filter. - * @param[in,out] S points to an instance of the Q7 FIR structure. - * @param[in] numTaps Number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed. - */ - void arm_fir_init_q7( - arm_fir_instance_q7 * S, - uint16_t numTaps, - const q7_t * pCoeffs, - q7_t * pState, - uint32_t blockSize); - - /** - * @brief Processing function for the Q15 FIR filter. - * @param[in] S points to an instance of the Q15 FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_q15( - const arm_fir_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the fast Q15 FIR filter (fast version). - * @param[in] S points to an instance of the Q15 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_fast_q15( - const arm_fir_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q15 FIR filter. - * @param[in,out] S points to an instance of the Q15 FIR filter structure. - * @param[in] numTaps Number of filter coefficients in the filter. Must be even and greater than or equal to 4. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed at a time. - * @return The function returns either - * ARM_MATH_SUCCESS if initialization was successful or - * ARM_MATH_ARGUMENT_ERROR if numTaps is not a supported value. - */ - arm_status arm_fir_init_q15( - arm_fir_instance_q15 * S, - uint16_t numTaps, - const q15_t * pCoeffs, - q15_t * pState, - uint32_t blockSize); - - /** - * @brief Processing function for the Q31 FIR filter. - * @param[in] S points to an instance of the Q31 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_q31( - const arm_fir_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the fast Q31 FIR filter (fast version). - * @param[in] S points to an instance of the Q31 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_fast_q31( - const arm_fir_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q31 FIR filter. - * @param[in,out] S points to an instance of the Q31 FIR structure. - * @param[in] numTaps Number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed at a time. - */ - void arm_fir_init_q31( - arm_fir_instance_q31 * S, - uint16_t numTaps, - const q31_t * pCoeffs, - q31_t * pState, - uint32_t blockSize); - - /** - * @brief Processing function for the floating-point FIR filter. - * @param[in] S points to an instance of the floating-point FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_f32( - const arm_fir_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the floating-point FIR filter. - * @param[in,out] S points to an instance of the floating-point FIR filter structure. - * @param[in] numTaps Number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed at a time. - */ - void arm_fir_init_f32( - arm_fir_instance_f32 * S, - uint16_t numTaps, - const float32_t * pCoeffs, - float32_t * pState, - uint32_t blockSize); - - /** - * @brief Instance structure for the Q15 Biquad cascade filter. - */ - typedef struct - { - int8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - q15_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ - const q15_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ - int8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ - } arm_biquad_casd_df1_inst_q15; - - /** - * @brief Instance structure for the Q31 Biquad cascade filter. - */ - typedef struct - { - uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - q31_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ - const q31_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ - uint8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ - } arm_biquad_casd_df1_inst_q31; - - /** - * @brief Instance structure for the floating-point Biquad cascade filter. - */ - typedef struct - { - uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float32_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ - const float32_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_casd_df1_inst_f32; - -#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) - /** - * @brief Instance structure for the modified Biquad coefs required by vectorized code. - */ - typedef struct - { - float32_t coeffs[8][4]; /**< Points to the array of modified coefficients. The array is of length 32. There is one per stage */ - } arm_biquad_mod_coef_f32; -#endif - - /** - * @brief Processing function for the Q15 Biquad cascade filter. - * @param[in] S points to an instance of the Q15 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_q15( - const arm_biquad_casd_df1_inst_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q15 Biquad cascade filter. - * @param[in,out] S points to an instance of the Q15 Biquad cascade structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format - */ - void arm_biquad_cascade_df1_init_q15( - arm_biquad_casd_df1_inst_q15 * S, - uint8_t numStages, - const q15_t * pCoeffs, - q15_t * pState, - int8_t postShift); - - /** - * @brief Fast but less precise processing function for the Q15 Biquad cascade filter for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q15 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_fast_q15( - const arm_biquad_casd_df1_inst_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the Q31 Biquad cascade filter - * @param[in] S points to an instance of the Q31 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_q31( - const arm_biquad_casd_df1_inst_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Fast but less precise processing function for the Q31 Biquad cascade filter for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q31 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_fast_q31( - const arm_biquad_casd_df1_inst_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q31 Biquad cascade filter. - * @param[in,out] S points to an instance of the Q31 Biquad cascade structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format - */ - void arm_biquad_cascade_df1_init_q31( - arm_biquad_casd_df1_inst_q31 * S, - uint8_t numStages, - const q31_t * pCoeffs, - q31_t * pState, - int8_t postShift); - - /** - * @brief Processing function for the floating-point Biquad cascade filter. - * @param[in] S points to an instance of the floating-point Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_f32( - const arm_biquad_casd_df1_inst_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the floating-point Biquad cascade filter. - * @param[in,out] S points to an instance of the floating-point Biquad cascade structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pCoeffsMod points to the modified filter coefficients (only MVE version). - * @param[in] pState points to the state buffer. - */ -#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) - void arm_biquad_cascade_df1_mve_init_f32( - arm_biquad_casd_df1_inst_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - arm_biquad_mod_coef_f32 * pCoeffsMod, - float32_t * pState); -#endif - - void arm_biquad_cascade_df1_init_f32( - arm_biquad_casd_df1_inst_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Compute the logical bitwise AND of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_and_u16( - const uint16_t * pSrcA, - const uint16_t * pSrcB, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise AND of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_and_u32( - const uint32_t * pSrcA, - const uint32_t * pSrcB, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise AND of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_and_u8( - const uint8_t * pSrcA, - const uint8_t * pSrcB, - uint8_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise OR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_or_u16( - const uint16_t * pSrcA, - const uint16_t * pSrcB, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise OR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_or_u32( - const uint32_t * pSrcA, - const uint32_t * pSrcB, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise OR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_or_u8( - const uint8_t * pSrcA, - const uint8_t * pSrcB, - uint8_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise NOT of a fixed-point vector. - * @param[in] pSrc points to input vector - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_not_u16( - const uint16_t * pSrc, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise NOT of a fixed-point vector. - * @param[in] pSrc points to input vector - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_not_u32( - const uint32_t * pSrc, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise NOT of a fixed-point vector. - * @param[in] pSrc points to input vector - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_not_u8( - const uint8_t * pSrc, - uint8_t * pDst, - uint32_t blockSize); - -/** - * @brief Compute the logical bitwise XOR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_xor_u16( - const uint16_t * pSrcA, - const uint16_t * pSrcB, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise XOR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_xor_u32( - const uint32_t * pSrcA, - const uint32_t * pSrcB, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise XOR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_xor_u8( - const uint8_t * pSrcA, - const uint8_t * pSrcB, - uint8_t * pDst, - uint32_t blockSize); - - /** - * @brief Struct for specifying sorting algorithm - */ - typedef enum - { - ARM_SORT_BITONIC = 0, - /**< Bitonic sort */ - ARM_SORT_BUBBLE = 1, - /**< Bubble sort */ - ARM_SORT_HEAP = 2, - /**< Heap sort */ - ARM_SORT_INSERTION = 3, - /**< Insertion sort */ - ARM_SORT_QUICK = 4, - /**< Quick sort */ - ARM_SORT_SELECTION = 5 - /**< Selection sort */ - } arm_sort_alg; - - /** - * @brief Struct for specifying sorting algorithm - */ - typedef enum - { - ARM_SORT_DESCENDING = 0, - /**< Descending order (9 to 0) */ - ARM_SORT_ASCENDING = 1 - /**< Ascending order (0 to 9) */ - } arm_sort_dir; - - /** - * @brief Instance structure for the sorting algorithms. - */ - typedef struct - { - arm_sort_alg alg; /**< Sorting algorithm selected */ - arm_sort_dir dir; /**< Sorting order (direction) */ - } arm_sort_instance_f32; - - /** - * @param[in] S points to an instance of the sorting structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_sort_f32( - const arm_sort_instance_f32 * S, - float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @param[in,out] S points to an instance of the sorting structure. - * @param[in] alg Selected algorithm. - * @param[in] dir Sorting order. - */ - void arm_sort_init_f32( - arm_sort_instance_f32 * S, - arm_sort_alg alg, - arm_sort_dir dir); - - /** - * @brief Instance structure for the sorting algorithms. - */ - typedef struct - { - arm_sort_dir dir; /**< Sorting order (direction) */ - float32_t * buffer; /**< Working buffer */ - } arm_merge_sort_instance_f32; - - /** - * @param[in] S points to an instance of the sorting structure. - * @param[in,out] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_merge_sort_f32( - const arm_merge_sort_instance_f32 * S, - float32_t *pSrc, - float32_t *pDst, - uint32_t blockSize); - - /** - * @param[in,out] S points to an instance of the sorting structure. - * @param[in] dir Sorting order. - * @param[in] buffer Working buffer. - */ - void arm_merge_sort_init_f32( - arm_merge_sort_instance_f32 * S, - arm_sort_dir dir, - float32_t * buffer); - - /** - * @brief Struct for specifying cubic spline type - */ - typedef enum - { - ARM_SPLINE_NATURAL = 0, /**< Natural spline */ - ARM_SPLINE_PARABOLIC_RUNOUT = 1 /**< Parabolic runout spline */ - } arm_spline_type; - - /** - * @brief Instance structure for the floating-point cubic spline interpolation. - */ - typedef struct - { - arm_spline_type type; /**< Type (boundary conditions) */ - const float32_t * x; /**< x values */ - const float32_t * y; /**< y values */ - uint32_t n_x; /**< Number of known data points */ - float32_t * coeffs; /**< Coefficients buffer (b,c, and d) */ - } arm_spline_instance_f32; - - /** - * @brief Processing function for the floating-point cubic spline interpolation. - * @param[in] S points to an instance of the floating-point spline structure. - * @param[in] xq points to the x values ot the interpolated data points. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples of output data. - */ - void arm_spline_f32( - arm_spline_instance_f32 * S, - const float32_t * xq, - float32_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the floating-point cubic spline interpolation. - * @param[in,out] S points to an instance of the floating-point spline structure. - * @param[in] type type of cubic spline interpolation (boundary conditions) - * @param[in] x points to the x values of the known data points. - * @param[in] y points to the y values of the known data points. - * @param[in] n number of known data points. - * @param[in] coeffs coefficients array for b, c, and d - * @param[in] tempBuffer buffer array for internal computations - */ - void arm_spline_init_f32( - arm_spline_instance_f32 * S, - arm_spline_type type, - const float32_t * x, - const float32_t * y, - uint32_t n, - float32_t * coeffs, - float32_t * tempBuffer); - - /** - * @brief Instance structure for the floating-point matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - float32_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_f32; - - /** - * @brief Instance structure for the floating-point matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - float64_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_f64; - - /** - * @brief Instance structure for the Q15 matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - q15_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_q15; - - /** - * @brief Instance structure for the Q31 matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - q31_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_q31; - - /** - * @brief Floating-point matrix addition. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_add_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix addition. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_add_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix addition. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_add_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point, complex, matrix multiplication. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_cmplx_mult_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15, complex, matrix multiplication. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_cmplx_mult_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst, - q15_t * pScratch); - - /** - * @brief Q31, complex, matrix multiplication. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_cmplx_mult_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix transpose. - * @param[in] pSrc points to the input matrix - * @param[out] pDst points to the output matrix - * @return The function returns either ARM_MATH_SIZE_MISMATCH - * or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_trans_f32( - const arm_matrix_instance_f32 * pSrc, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix transpose. - * @param[in] pSrc points to the input matrix - * @param[out] pDst points to the output matrix - * @return The function returns either ARM_MATH_SIZE_MISMATCH - * or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_trans_q15( - const arm_matrix_instance_q15 * pSrc, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix transpose. - * @param[in] pSrc points to the input matrix - * @param[out] pDst points to the output matrix - * @return The function returns either ARM_MATH_SIZE_MISMATCH - * or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_trans_q31( - const arm_matrix_instance_q31 * pSrc, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix multiplication - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix multiplication - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @param[in] pState points to the array for storing intermediate results - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst, - q15_t * pState); - - /** - * @brief Q15 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @param[in] pState points to the array for storing intermediate results - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_fast_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst, - q15_t * pState); - - /** - * @brief Q31 matrix multiplication - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Q31 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_fast_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix subtraction - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_sub_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix subtraction - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_sub_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix subtraction - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_sub_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix scaling. - * @param[in] pSrc points to the input matrix - * @param[in] scale scale factor - * @param[out] pDst points to the output matrix - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_scale_f32( - const arm_matrix_instance_f32 * pSrc, - float32_t scale, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix scaling. - * @param[in] pSrc points to input matrix - * @param[in] scaleFract fractional portion of the scale factor - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to output matrix - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_scale_q15( - const arm_matrix_instance_q15 * pSrc, - q15_t scaleFract, - int32_t shift, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix scaling. - * @param[in] pSrc points to input matrix - * @param[in] scaleFract fractional portion of the scale factor - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_scale_q31( - const arm_matrix_instance_q31 * pSrc, - q31_t scaleFract, - int32_t shift, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Q31 matrix initialization. - * @param[in,out] S points to an instance of the floating-point matrix structure. - * @param[in] nRows number of rows in the matrix. - * @param[in] nColumns number of columns in the matrix. - * @param[in] pData points to the matrix data array. - */ -void arm_mat_init_q31( - arm_matrix_instance_q31 * S, - uint16_t nRows, - uint16_t nColumns, - q31_t * pData); - - /** - * @brief Q15 matrix initialization. - * @param[in,out] S points to an instance of the floating-point matrix structure. - * @param[in] nRows number of rows in the matrix. - * @param[in] nColumns number of columns in the matrix. - * @param[in] pData points to the matrix data array. - */ -void arm_mat_init_q15( - arm_matrix_instance_q15 * S, - uint16_t nRows, - uint16_t nColumns, - q15_t * pData); - - /** - * @brief Floating-point matrix initialization. - * @param[in,out] S points to an instance of the floating-point matrix structure. - * @param[in] nRows number of rows in the matrix. - * @param[in] nColumns number of columns in the matrix. - * @param[in] pData points to the matrix data array. - */ -void arm_mat_init_f32( - arm_matrix_instance_f32 * S, - uint16_t nRows, - uint16_t nColumns, - float32_t * pData); - - - /** - * @brief Instance structure for the Q15 PID Control. - */ - typedef struct - { - q15_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ -#if !defined (ARM_MATH_DSP) - q15_t A1; - q15_t A2; -#else - q31_t A1; /**< The derived gain A1 = -Kp - 2Kd | Kd.*/ -#endif - q15_t state[3]; /**< The state array of length 3. */ - q15_t Kp; /**< The proportional gain. */ - q15_t Ki; /**< The integral gain. */ - q15_t Kd; /**< The derivative gain. */ - } arm_pid_instance_q15; - - /** - * @brief Instance structure for the Q31 PID Control. - */ - typedef struct - { - q31_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ - q31_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ - q31_t A2; /**< The derived gain, A2 = Kd . */ - q31_t state[3]; /**< The state array of length 3. */ - q31_t Kp; /**< The proportional gain. */ - q31_t Ki; /**< The integral gain. */ - q31_t Kd; /**< The derivative gain. */ - } arm_pid_instance_q31; - - /** - * @brief Instance structure for the floating-point PID Control. - */ - typedef struct - { - float32_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ - float32_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ - float32_t A2; /**< The derived gain, A2 = Kd . */ - float32_t state[3]; /**< The state array of length 3. */ - float32_t Kp; /**< The proportional gain. */ - float32_t Ki; /**< The integral gain. */ - float32_t Kd; /**< The derivative gain. */ - } arm_pid_instance_f32; - - - - /** - * @brief Initialization function for the floating-point PID Control. - * @param[in,out] S points to an instance of the PID structure. - * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. - */ - void arm_pid_init_f32( - arm_pid_instance_f32 * S, - int32_t resetStateFlag); - - - /** - * @brief Reset function for the floating-point PID Control. - * @param[in,out] S is an instance of the floating-point PID Control structure - */ - void arm_pid_reset_f32( - arm_pid_instance_f32 * S); - - - /** - * @brief Initialization function for the Q31 PID Control. - * @param[in,out] S points to an instance of the Q15 PID structure. - * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. - */ - void arm_pid_init_q31( - arm_pid_instance_q31 * S, - int32_t resetStateFlag); - - - /** - * @brief Reset function for the Q31 PID Control. - * @param[in,out] S points to an instance of the Q31 PID Control structure - */ - - void arm_pid_reset_q31( - arm_pid_instance_q31 * S); - - - /** - * @brief Initialization function for the Q15 PID Control. - * @param[in,out] S points to an instance of the Q15 PID structure. - * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. - */ - void arm_pid_init_q15( - arm_pid_instance_q15 * S, - int32_t resetStateFlag); - - - /** - * @brief Reset function for the Q15 PID Control. - * @param[in,out] S points to an instance of the q15 PID Control structure - */ - void arm_pid_reset_q15( - arm_pid_instance_q15 * S); - - - /** - * @brief Instance structure for the floating-point Linear Interpolate function. - */ - typedef struct - { - uint32_t nValues; /**< nValues */ - float32_t x1; /**< x1 */ - float32_t xSpacing; /**< xSpacing */ - float32_t *pYData; /**< pointer to the table of Y values */ - } arm_linear_interp_instance_f32; - - /** - * @brief Instance structure for the floating-point bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - float32_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_f32; - - /** - * @brief Instance structure for the Q31 bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - q31_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_q31; - - /** - * @brief Instance structure for the Q15 bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - q15_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_q15; - - /** - * @brief Instance structure for the Q15 bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - q7_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_q7; - - - /** - * @brief Q7 vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Floating-point vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q15_t *pTwiddle; /**< points to the Sin twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix2_instance_q15; - -/* Deprecated */ - arm_status arm_cfft_radix2_init_q15( - arm_cfft_radix2_instance_q15 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix2_q15( - const arm_cfft_radix2_instance_q15 * S, - q15_t * pSrc); - - - /** - * @brief Instance structure for the Q15 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q15_t *pTwiddle; /**< points to the twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix4_instance_q15; - -/* Deprecated */ - arm_status arm_cfft_radix4_init_q15( - arm_cfft_radix4_instance_q15 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix4_q15( - const arm_cfft_radix4_instance_q15 * S, - q15_t * pSrc); - - /** - * @brief Instance structure for the Radix-2 Q31 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix2_instance_q31; - -/* Deprecated */ - arm_status arm_cfft_radix2_init_q31( - arm_cfft_radix2_instance_q31 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix2_q31( - const arm_cfft_radix2_instance_q31 * S, - q31_t * pSrc); - - /** - * @brief Instance structure for the Q31 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q31_t *pTwiddle; /**< points to the twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix4_instance_q31; - -/* Deprecated */ - void arm_cfft_radix4_q31( - const arm_cfft_radix4_instance_q31 * S, - q31_t * pSrc); - -/* Deprecated */ - arm_status arm_cfft_radix4_init_q31( - arm_cfft_radix4_instance_q31 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - float32_t onebyfftLen; /**< value of 1/fftLen. */ - } arm_cfft_radix2_instance_f32; - -/* Deprecated */ - arm_status arm_cfft_radix2_init_f32( - arm_cfft_radix2_instance_f32 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix2_f32( - const arm_cfft_radix2_instance_f32 * S, - float32_t * pSrc); - - /** - * @brief Instance structure for the floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - float32_t onebyfftLen; /**< value of 1/fftLen. */ - } arm_cfft_radix4_instance_f32; - -/* Deprecated */ - arm_status arm_cfft_radix4_init_f32( - arm_cfft_radix4_instance_f32 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix4_f32( - const arm_cfft_radix4_instance_f32 * S, - float32_t * pSrc); - - /** - * @brief Instance structure for the fixed-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const q15_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ -#if defined(ARM_MATH_MVEI) - const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ - const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ - const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ - const q15_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ - const q15_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ - const q15_t *rearranged_twiddle_stride3; -#endif - } arm_cfft_instance_q15; - -arm_status arm_cfft_init_q15( - arm_cfft_instance_q15 * S, - uint16_t fftLen); - -void arm_cfft_q15( - const arm_cfft_instance_q15 * S, - q15_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the fixed-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ -#if defined(ARM_MATH_MVEI) - const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ - const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ - const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ - const q31_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ - const q31_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ - const q31_t *rearranged_twiddle_stride3; -#endif - } arm_cfft_instance_q31; - -arm_status arm_cfft_init_q31( - arm_cfft_instance_q31 * S, - uint16_t fftLen); - -void arm_cfft_q31( - const arm_cfft_instance_q31 * S, - q31_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ -#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) - const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ - const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ - const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ - const float32_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ - const float32_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ - const float32_t *rearranged_twiddle_stride3; -#endif - } arm_cfft_instance_f32; - - - arm_status arm_cfft_init_f32( - arm_cfft_instance_f32 * S, - uint16_t fftLen); - - void arm_cfft_f32( - const arm_cfft_instance_f32 * S, - float32_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - - /** - * @brief Instance structure for the Double Precision Floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const float64_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ - } arm_cfft_instance_f64; - - void arm_cfft_f64( - const arm_cfft_instance_f64 * S, - float64_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the Q15 RFFT/RIFFT function. - */ - typedef struct - { - uint32_t fftLenReal; /**< length of the real FFT. */ - uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ - uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ - uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - const q15_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ - const q15_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ -#if defined(ARM_MATH_MVEI) - arm_cfft_instance_q15 cfftInst; -#else - const arm_cfft_instance_q15 *pCfft; /**< points to the complex FFT instance. */ -#endif - } arm_rfft_instance_q15; - - arm_status arm_rfft_init_q15( - arm_rfft_instance_q15 * S, - uint32_t fftLenReal, - uint32_t ifftFlagR, - uint32_t bitReverseFlag); - - void arm_rfft_q15( - const arm_rfft_instance_q15 * S, - q15_t * pSrc, - q15_t * pDst); - - /** - * @brief Instance structure for the Q31 RFFT/RIFFT function. - */ - typedef struct - { - uint32_t fftLenReal; /**< length of the real FFT. */ - uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ - uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ - uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - const q31_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ - const q31_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ -#if defined(ARM_MATH_MVEI) - arm_cfft_instance_q31 cfftInst; -#else - const arm_cfft_instance_q31 *pCfft; /**< points to the complex FFT instance. */ -#endif - } arm_rfft_instance_q31; - - arm_status arm_rfft_init_q31( - arm_rfft_instance_q31 * S, - uint32_t fftLenReal, - uint32_t ifftFlagR, - uint32_t bitReverseFlag); - - void arm_rfft_q31( - const arm_rfft_instance_q31 * S, - q31_t * pSrc, - q31_t * pDst); - - /** - * @brief Instance structure for the floating-point RFFT/RIFFT function. - */ - typedef struct - { - uint32_t fftLenReal; /**< length of the real FFT. */ - uint16_t fftLenBy2; /**< length of the complex FFT. */ - uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ - uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ - uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - const float32_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ - const float32_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ - arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ - } arm_rfft_instance_f32; - - arm_status arm_rfft_init_f32( - arm_rfft_instance_f32 * S, - arm_cfft_radix4_instance_f32 * S_CFFT, - uint32_t fftLenReal, - uint32_t ifftFlagR, - uint32_t bitReverseFlag); - - void arm_rfft_f32( - const arm_rfft_instance_f32 * S, - float32_t * pSrc, - float32_t * pDst); - - /** - * @brief Instance structure for the Double Precision Floating-point RFFT/RIFFT function. - */ -typedef struct - { - arm_cfft_instance_f64 Sint; /**< Internal CFFT structure. */ - uint16_t fftLenRFFT; /**< length of the real sequence */ - const float64_t * pTwiddleRFFT; /**< Twiddle factors real stage */ - } arm_rfft_fast_instance_f64 ; - -arm_status arm_rfft_fast_init_f64 ( - arm_rfft_fast_instance_f64 * S, - uint16_t fftLen); - - -void arm_rfft_fast_f64( - arm_rfft_fast_instance_f64 * S, - float64_t * p, float64_t * pOut, - uint8_t ifftFlag); - - - /** - * @brief Instance structure for the floating-point RFFT/RIFFT function. - */ -typedef struct - { - arm_cfft_instance_f32 Sint; /**< Internal CFFT structure. */ - uint16_t fftLenRFFT; /**< length of the real sequence */ - const float32_t * pTwiddleRFFT; /**< Twiddle factors real stage */ - } arm_rfft_fast_instance_f32 ; - -arm_status arm_rfft_fast_init_f32 ( - arm_rfft_fast_instance_f32 * S, - uint16_t fftLen); - - - void arm_rfft_fast_f32( - const arm_rfft_fast_instance_f32 * S, - float32_t * p, float32_t * pOut, - uint8_t ifftFlag); - - /** - * @brief Instance structure for the floating-point DCT4/IDCT4 function. - */ - typedef struct - { - uint16_t N; /**< length of the DCT4. */ - uint16_t Nby2; /**< half of the length of the DCT4. */ - float32_t normalize; /**< normalizing factor. */ - const float32_t *pTwiddle; /**< points to the twiddle factor table. */ - const float32_t *pCosFactor; /**< points to the cosFactor table. */ - arm_rfft_instance_f32 *pRfft; /**< points to the real FFT instance. */ - arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ - } arm_dct4_instance_f32; - - - /** - * @brief Initialization function for the floating-point DCT4/IDCT4. - * @param[in,out] S points to an instance of floating-point DCT4/IDCT4 structure. - * @param[in] S_RFFT points to an instance of floating-point RFFT/RIFFT structure. - * @param[in] S_CFFT points to an instance of floating-point CFFT/CIFFT structure. - * @param[in] N length of the DCT4. - * @param[in] Nby2 half of the length of the DCT4. - * @param[in] normalize normalizing factor. - * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if fftLenReal is not a supported transform length. - */ - arm_status arm_dct4_init_f32( - arm_dct4_instance_f32 * S, - arm_rfft_instance_f32 * S_RFFT, - arm_cfft_radix4_instance_f32 * S_CFFT, - uint16_t N, - uint16_t Nby2, - float32_t normalize); - - - /** - * @brief Processing function for the floating-point DCT4/IDCT4. - * @param[in] S points to an instance of the floating-point DCT4/IDCT4 structure. - * @param[in] pState points to state buffer. - * @param[in,out] pInlineBuffer points to the in-place input and output buffer. - */ - void arm_dct4_f32( - const arm_dct4_instance_f32 * S, - float32_t * pState, - float32_t * pInlineBuffer); - - - /** - * @brief Instance structure for the Q31 DCT4/IDCT4 function. - */ - typedef struct - { - uint16_t N; /**< length of the DCT4. */ - uint16_t Nby2; /**< half of the length of the DCT4. */ - q31_t normalize; /**< normalizing factor. */ - const q31_t *pTwiddle; /**< points to the twiddle factor table. */ - const q31_t *pCosFactor; /**< points to the cosFactor table. */ - arm_rfft_instance_q31 *pRfft; /**< points to the real FFT instance. */ - arm_cfft_radix4_instance_q31 *pCfft; /**< points to the complex FFT instance. */ - } arm_dct4_instance_q31; - - - /** - * @brief Initialization function for the Q31 DCT4/IDCT4. - * @param[in,out] S points to an instance of Q31 DCT4/IDCT4 structure. - * @param[in] S_RFFT points to an instance of Q31 RFFT/RIFFT structure - * @param[in] S_CFFT points to an instance of Q31 CFFT/CIFFT structure - * @param[in] N length of the DCT4. - * @param[in] Nby2 half of the length of the DCT4. - * @param[in] normalize normalizing factor. - * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. - */ - arm_status arm_dct4_init_q31( - arm_dct4_instance_q31 * S, - arm_rfft_instance_q31 * S_RFFT, - arm_cfft_radix4_instance_q31 * S_CFFT, - uint16_t N, - uint16_t Nby2, - q31_t normalize); - - - /** - * @brief Processing function for the Q31 DCT4/IDCT4. - * @param[in] S points to an instance of the Q31 DCT4 structure. - * @param[in] pState points to state buffer. - * @param[in,out] pInlineBuffer points to the in-place input and output buffer. - */ - void arm_dct4_q31( - const arm_dct4_instance_q31 * S, - q31_t * pState, - q31_t * pInlineBuffer); - - - /** - * @brief Instance structure for the Q15 DCT4/IDCT4 function. - */ - typedef struct - { - uint16_t N; /**< length of the DCT4. */ - uint16_t Nby2; /**< half of the length of the DCT4. */ - q15_t normalize; /**< normalizing factor. */ - const q15_t *pTwiddle; /**< points to the twiddle factor table. */ - const q15_t *pCosFactor; /**< points to the cosFactor table. */ - arm_rfft_instance_q15 *pRfft; /**< points to the real FFT instance. */ - arm_cfft_radix4_instance_q15 *pCfft; /**< points to the complex FFT instance. */ - } arm_dct4_instance_q15; - - - /** - * @brief Initialization function for the Q15 DCT4/IDCT4. - * @param[in,out] S points to an instance of Q15 DCT4/IDCT4 structure. - * @param[in] S_RFFT points to an instance of Q15 RFFT/RIFFT structure. - * @param[in] S_CFFT points to an instance of Q15 CFFT/CIFFT structure. - * @param[in] N length of the DCT4. - * @param[in] Nby2 half of the length of the DCT4. - * @param[in] normalize normalizing factor. - * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. - */ - arm_status arm_dct4_init_q15( - arm_dct4_instance_q15 * S, - arm_rfft_instance_q15 * S_RFFT, - arm_cfft_radix4_instance_q15 * S_CFFT, - uint16_t N, - uint16_t Nby2, - q15_t normalize); - - - /** - * @brief Processing function for the Q15 DCT4/IDCT4. - * @param[in] S points to an instance of the Q15 DCT4 structure. - * @param[in] pState points to state buffer. - * @param[in,out] pInlineBuffer points to the in-place input and output buffer. - */ - void arm_dct4_q15( - const arm_dct4_instance_q15 * S, - q15_t * pState, - q15_t * pInlineBuffer); - - - /** - * @brief Floating-point vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q7 vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Floating-point vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q7 vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a floating-point vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scale scale factor to be applied - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_f32( - const float32_t * pSrc, - float32_t scale, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a Q7 vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scaleFract fractional portion of the scale value - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_q7( - const q7_t * pSrc, - q7_t scaleFract, - int8_t shift, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a Q15 vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scaleFract fractional portion of the scale value - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_q15( - const q15_t * pSrc, - q15_t scaleFract, - int8_t shift, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a Q31 vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scaleFract fractional portion of the scale value - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_q31( - const q31_t * pSrc, - q31_t scaleFract, - int8_t shift, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q7 vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_q7( - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Floating-point vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Dot product of floating-point vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - uint32_t blockSize, - float32_t * result); - - - /** - * @brief Dot product of Q7 vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - uint32_t blockSize, - q31_t * result); - - - /** - * @brief Dot product of Q15 vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - uint32_t blockSize, - q63_t * result); - - - /** - * @brief Dot product of Q31 vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - uint32_t blockSize, - q63_t * result); - - - /** - * @brief Shifts the elements of a Q7 vector a specified number of bits. - * @param[in] pSrc points to the input vector - * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_shift_q7( - const q7_t * pSrc, - int8_t shiftBits, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Shifts the elements of a Q15 vector a specified number of bits. - * @param[in] pSrc points to the input vector - * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_shift_q15( - const q15_t * pSrc, - int8_t shiftBits, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Shifts the elements of a Q31 vector a specified number of bits. - * @param[in] pSrc points to the input vector - * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_shift_q31( - const q31_t * pSrc, - int8_t shiftBits, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a floating-point vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_f32( - const float32_t * pSrc, - float32_t offset, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a Q7 vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_q7( - const q7_t * pSrc, - q7_t offset, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a Q15 vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_q15( - const q15_t * pSrc, - q15_t offset, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a Q31 vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_q31( - const q31_t * pSrc, - q31_t offset, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a floating-point vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a Q7 vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_q7( - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a Q15 vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a Q31 vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a floating-point vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a Q7 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_q7( - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a Q15 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a Q31 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a floating-point vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_f32( - float32_t value, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a Q7 vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_q7( - q7_t value, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a Q15 vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_q15( - q15_t value, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a Q31 vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_q31( - q31_t value, - q31_t * pDst, - uint32_t blockSize); - - -/** - * @brief Convolution of floating-point sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. - */ - void arm_conv_f32( - const float32_t * pSrcA, - uint32_t srcALen, - const float32_t * pSrcB, - uint32_t srcBLen, - float32_t * pDst); - - - /** - * @brief Convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - */ - void arm_conv_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - -/** - * @brief Convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. - */ - void arm_conv_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - - /** - * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_fast_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - - /** - * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - */ - void arm_conv_fast_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Convolution of Q31 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - - /** - * @brief Convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_fast_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - - /** - * @brief Convolution of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). - */ - void arm_conv_opt_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Convolution of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst); - - - /** - * @brief Partial convolution of floating-point sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_f32( - const float32_t * pSrcA, - uint32_t srcALen, - const float32_t * pSrcB, - uint32_t srcBLen, - float32_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Partial convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_fast_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_fast_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Partial convolution of Q31 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_fast_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q7 sequences - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_opt_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - uint32_t firstIndex, - uint32_t numPoints, - q15_t * pScratch1, - q15_t * pScratch2); - - -/** - * @brief Partial convolution of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Instance structure for the Q15 FIR decimator. - */ - typedef struct - { - uint8_t M; /**< decimation factor. */ - uint16_t numTaps; /**< number of coefficients in the filter. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - } arm_fir_decimate_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR decimator. - */ - typedef struct - { - uint8_t M; /**< decimation factor. */ - uint16_t numTaps; /**< number of coefficients in the filter. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - } arm_fir_decimate_instance_q31; - -/** - @brief Instance structure for floating-point FIR decimator. - */ -typedef struct - { - uint8_t M; /**< decimation factor. */ - uint16_t numTaps; /**< number of coefficients in the filter. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - } arm_fir_decimate_instance_f32; - - -/** - @brief Processing function for floating-point FIR decimator. - @param[in] S points to an instance of the floating-point FIR decimator structure - @param[in] pSrc points to the block of input data - @param[out] pDst points to the block of output data - @param[in] blockSize number of samples to process - */ -void arm_fir_decimate_f32( - const arm_fir_decimate_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - -/** - @brief Initialization function for the floating-point FIR decimator. - @param[in,out] S points to an instance of the floating-point FIR decimator structure - @param[in] numTaps number of coefficients in the filter - @param[in] M decimation factor - @param[in] pCoeffs points to the filter coefficients - @param[in] pState points to the state buffer - @param[in] blockSize number of input samples to process per call - @return execution status - - \ref ARM_MATH_SUCCESS : Operation successful - - \ref ARM_MATH_LENGTH_ERROR : blockSize is not a multiple of M - */ -arm_status arm_fir_decimate_init_f32( - arm_fir_decimate_instance_f32 * S, - uint16_t numTaps, - uint8_t M, - const float32_t * pCoeffs, - float32_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 FIR decimator. - * @param[in] S points to an instance of the Q15 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_q15( - const arm_fir_decimate_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q15 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_fast_q15( - const arm_fir_decimate_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q15 FIR decimator. - * @param[in,out] S points to an instance of the Q15 FIR decimator structure. - * @param[in] numTaps number of coefficients in the filter. - * @param[in] M decimation factor. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * blockSize is not a multiple of M. - */ - arm_status arm_fir_decimate_init_q15( - arm_fir_decimate_instance_q15 * S, - uint16_t numTaps, - uint8_t M, - const q15_t * pCoeffs, - q15_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 FIR decimator. - * @param[in] S points to an instance of the Q31 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_q31( - const arm_fir_decimate_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the Q31 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q31 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_fast_q31( - const arm_fir_decimate_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 FIR decimator. - * @param[in,out] S points to an instance of the Q31 FIR decimator structure. - * @param[in] numTaps number of coefficients in the filter. - * @param[in] M decimation factor. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * blockSize is not a multiple of M. - */ - arm_status arm_fir_decimate_init_q31( - arm_fir_decimate_instance_q31 * S, - uint16_t numTaps, - uint8_t M, - const q31_t * pCoeffs, - q31_t * pState, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 FIR interpolator. - */ - typedef struct - { - uint8_t L; /**< upsample factor. */ - uint16_t phaseLength; /**< length of each polyphase filter component. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ - q15_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ - } arm_fir_interpolate_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR interpolator. - */ - typedef struct - { - uint8_t L; /**< upsample factor. */ - uint16_t phaseLength; /**< length of each polyphase filter component. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ - q31_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ - } arm_fir_interpolate_instance_q31; - - /** - * @brief Instance structure for the floating-point FIR interpolator. - */ - typedef struct - { - uint8_t L; /**< upsample factor. */ - uint16_t phaseLength; /**< length of each polyphase filter component. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ - float32_t *pState; /**< points to the state variable array. The array is of length phaseLength+numTaps-1. */ - } arm_fir_interpolate_instance_f32; - - - /** - * @brief Processing function for the Q15 FIR interpolator. - * @param[in] S points to an instance of the Q15 FIR interpolator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_interpolate_q15( - const arm_fir_interpolate_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q15 FIR interpolator. - * @param[in,out] S points to an instance of the Q15 FIR interpolator structure. - * @param[in] L upsample factor. - * @param[in] numTaps number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * the filter length numTaps is not a multiple of the interpolation factor L. - */ - arm_status arm_fir_interpolate_init_q15( - arm_fir_interpolate_instance_q15 * S, - uint8_t L, - uint16_t numTaps, - const q15_t * pCoeffs, - q15_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 FIR interpolator. - * @param[in] S points to an instance of the Q15 FIR interpolator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_interpolate_q31( - const arm_fir_interpolate_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 FIR interpolator. - * @param[in,out] S points to an instance of the Q31 FIR interpolator structure. - * @param[in] L upsample factor. - * @param[in] numTaps number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * the filter length numTaps is not a multiple of the interpolation factor L. - */ - arm_status arm_fir_interpolate_init_q31( - arm_fir_interpolate_instance_q31 * S, - uint8_t L, - uint16_t numTaps, - const q31_t * pCoeffs, - q31_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the floating-point FIR interpolator. - * @param[in] S points to an instance of the floating-point FIR interpolator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_interpolate_f32( - const arm_fir_interpolate_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the floating-point FIR interpolator. - * @param[in,out] S points to an instance of the floating-point FIR interpolator structure. - * @param[in] L upsample factor. - * @param[in] numTaps number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * the filter length numTaps is not a multiple of the interpolation factor L. - */ - arm_status arm_fir_interpolate_init_f32( - arm_fir_interpolate_instance_f32 * S, - uint8_t L, - uint16_t numTaps, - const float32_t * pCoeffs, - float32_t * pState, - uint32_t blockSize); - - - /** - * @brief Instance structure for the high precision Q31 Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - q63_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ - const q31_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - uint8_t postShift; /**< additional shift, in bits, applied to each output sample. */ - } arm_biquad_cas_df1_32x64_ins_q31; - - - /** - * @param[in] S points to an instance of the high precision Q31 Biquad cascade filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cas_df1_32x64_q31( - const arm_biquad_cas_df1_32x64_ins_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @param[in,out] S points to an instance of the high precision Q31 Biquad cascade filter structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] postShift shift to be applied to the output. Varies according to the coefficients format - */ - void arm_biquad_cas_df1_32x64_init_q31( - arm_biquad_cas_df1_32x64_ins_q31 * S, - uint8_t numStages, - const q31_t * pCoeffs, - q63_t * pState, - uint8_t postShift); - - - /** - * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float32_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ - const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_cascade_df2T_instance_f32; - - /** - * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float32_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ - const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_cascade_stereo_df2T_instance_f32; - - /** - * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float64_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ - const float64_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_cascade_df2T_instance_f64; - - - /** - * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in] S points to an instance of the filter data structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df2T_f32( - const arm_biquad_cascade_df2T_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. 2 channels - * @param[in] S points to an instance of the filter data structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_stereo_df2T_f32( - const arm_biquad_cascade_stereo_df2T_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in] S points to an instance of the filter data structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df2T_f64( - const arm_biquad_cascade_df2T_instance_f64 * S, - const float64_t * pSrc, - float64_t * pDst, - uint32_t blockSize); - - -#if defined(ARM_MATH_NEON) -void arm_biquad_cascade_df2T_compute_coefs_f32( - arm_biquad_cascade_df2T_instance_f32 * S, - uint8_t numStages, - float32_t * pCoeffs); -#endif - /** - * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in,out] S points to an instance of the filter data structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - */ - void arm_biquad_cascade_df2T_init_f32( - arm_biquad_cascade_df2T_instance_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in,out] S points to an instance of the filter data structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - */ - void arm_biquad_cascade_stereo_df2T_init_f32( - arm_biquad_cascade_stereo_df2T_instance_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in,out] S points to an instance of the filter data structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - */ - void arm_biquad_cascade_df2T_init_f64( - arm_biquad_cascade_df2T_instance_f64 * S, - uint8_t numStages, - const float64_t * pCoeffs, - float64_t * pState); - - - /** - * @brief Instance structure for the Q15 FIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of filter stages. */ - q15_t *pState; /**< points to the state variable array. The array is of length numStages. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ - } arm_fir_lattice_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of filter stages. */ - q31_t *pState; /**< points to the state variable array. The array is of length numStages. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ - } arm_fir_lattice_instance_q31; - - /** - * @brief Instance structure for the floating-point FIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of filter stages. */ - float32_t *pState; /**< points to the state variable array. The array is of length numStages. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ - } arm_fir_lattice_instance_f32; - - - /** - * @brief Initialization function for the Q15 FIR lattice filter. - * @param[in] S points to an instance of the Q15 FIR lattice structure. - * @param[in] numStages number of filter stages. - * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. - * @param[in] pState points to the state buffer. The array is of length numStages. - */ - void arm_fir_lattice_init_q15( - arm_fir_lattice_instance_q15 * S, - uint16_t numStages, - const q15_t * pCoeffs, - q15_t * pState); - - - /** - * @brief Processing function for the Q15 FIR lattice filter. - * @param[in] S points to an instance of the Q15 FIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_lattice_q15( - const arm_fir_lattice_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 FIR lattice filter. - * @param[in] S points to an instance of the Q31 FIR lattice structure. - * @param[in] numStages number of filter stages. - * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. - * @param[in] pState points to the state buffer. The array is of length numStages. - */ - void arm_fir_lattice_init_q31( - arm_fir_lattice_instance_q31 * S, - uint16_t numStages, - const q31_t * pCoeffs, - q31_t * pState); - - - /** - * @brief Processing function for the Q31 FIR lattice filter. - * @param[in] S points to an instance of the Q31 FIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_fir_lattice_q31( - const arm_fir_lattice_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - -/** - * @brief Initialization function for the floating-point FIR lattice filter. - * @param[in] S points to an instance of the floating-point FIR lattice structure. - * @param[in] numStages number of filter stages. - * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. - * @param[in] pState points to the state buffer. The array is of length numStages. - */ - void arm_fir_lattice_init_f32( - arm_fir_lattice_instance_f32 * S, - uint16_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Processing function for the floating-point FIR lattice filter. - * @param[in] S points to an instance of the floating-point FIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_fir_lattice_f32( - const arm_fir_lattice_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 IIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of stages in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ - q15_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ - q15_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ - } arm_iir_lattice_instance_q15; - - /** - * @brief Instance structure for the Q31 IIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of stages in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ - q31_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ - q31_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ - } arm_iir_lattice_instance_q31; - - /** - * @brief Instance structure for the floating-point IIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of stages in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ - float32_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ - float32_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ - } arm_iir_lattice_instance_f32; - - - /** - * @brief Processing function for the floating-point IIR lattice filter. - * @param[in] S points to an instance of the floating-point IIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_f32( - const arm_iir_lattice_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the floating-point IIR lattice filter. - * @param[in] S points to an instance of the floating-point IIR lattice structure. - * @param[in] numStages number of stages in the filter. - * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. - * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. - * @param[in] pState points to the state buffer. The array is of length numStages+blockSize-1. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_init_f32( - arm_iir_lattice_instance_f32 * S, - uint16_t numStages, - float32_t * pkCoeffs, - float32_t * pvCoeffs, - float32_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 IIR lattice filter. - * @param[in] S points to an instance of the Q31 IIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_q31( - const arm_iir_lattice_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 IIR lattice filter. - * @param[in] S points to an instance of the Q31 IIR lattice structure. - * @param[in] numStages number of stages in the filter. - * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. - * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. - * @param[in] pState points to the state buffer. The array is of length numStages+blockSize. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_init_q31( - arm_iir_lattice_instance_q31 * S, - uint16_t numStages, - q31_t * pkCoeffs, - q31_t * pvCoeffs, - q31_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 IIR lattice filter. - * @param[in] S points to an instance of the Q15 IIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_q15( - const arm_iir_lattice_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - -/** - * @brief Initialization function for the Q15 IIR lattice filter. - * @param[in] S points to an instance of the fixed-point Q15 IIR lattice structure. - * @param[in] numStages number of stages in the filter. - * @param[in] pkCoeffs points to reflection coefficient buffer. The array is of length numStages. - * @param[in] pvCoeffs points to ladder coefficient buffer. The array is of length numStages+1. - * @param[in] pState points to state buffer. The array is of length numStages+blockSize. - * @param[in] blockSize number of samples to process per call. - */ - void arm_iir_lattice_init_q15( - arm_iir_lattice_instance_q15 * S, - uint16_t numStages, - q15_t * pkCoeffs, - q15_t * pvCoeffs, - q15_t * pState, - uint32_t blockSize); - - - /** - * @brief Instance structure for the floating-point LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - float32_t mu; /**< step size that controls filter coefficient updates. */ - } arm_lms_instance_f32; - - - /** - * @brief Processing function for floating-point LMS filter. - * @param[in] S points to an instance of the floating-point LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_f32( - const arm_lms_instance_f32 * S, - const float32_t * pSrc, - float32_t * pRef, - float32_t * pOut, - float32_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for floating-point LMS filter. - * @param[in] S points to an instance of the floating-point LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to the coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_init_f32( - arm_lms_instance_f32 * S, - uint16_t numTaps, - float32_t * pCoeffs, - float32_t * pState, - float32_t mu, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q15_t mu; /**< step size that controls filter coefficient updates. */ - uint32_t postShift; /**< bit shift applied to coefficients. */ - } arm_lms_instance_q15; - - - /** - * @brief Initialization function for the Q15 LMS filter. - * @param[in] S points to an instance of the Q15 LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to the coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_init_q15( - arm_lms_instance_q15 * S, - uint16_t numTaps, - q15_t * pCoeffs, - q15_t * pState, - q15_t mu, - uint32_t blockSize, - uint32_t postShift); - - - /** - * @brief Processing function for Q15 LMS filter. - * @param[in] S points to an instance of the Q15 LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_q15( - const arm_lms_instance_q15 * S, - const q15_t * pSrc, - q15_t * pRef, - q15_t * pOut, - q15_t * pErr, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q31 LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q31_t mu; /**< step size that controls filter coefficient updates. */ - uint32_t postShift; /**< bit shift applied to coefficients. */ - } arm_lms_instance_q31; - - - /** - * @brief Processing function for Q31 LMS filter. - * @param[in] S points to an instance of the Q15 LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_q31( - const arm_lms_instance_q31 * S, - const q31_t * pSrc, - q31_t * pRef, - q31_t * pOut, - q31_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for Q31 LMS filter. - * @param[in] S points to an instance of the Q31 LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_init_q31( - arm_lms_instance_q31 * S, - uint16_t numTaps, - q31_t * pCoeffs, - q31_t * pState, - q31_t mu, - uint32_t blockSize, - uint32_t postShift); - - - /** - * @brief Instance structure for the floating-point normalized LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - float32_t mu; /**< step size that control filter coefficient updates. */ - float32_t energy; /**< saves previous frame energy. */ - float32_t x0; /**< saves previous input sample. */ - } arm_lms_norm_instance_f32; - - - /** - * @brief Processing function for floating-point normalized LMS filter. - * @param[in] S points to an instance of the floating-point normalized LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_f32( - arm_lms_norm_instance_f32 * S, - const float32_t * pSrc, - float32_t * pRef, - float32_t * pOut, - float32_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for floating-point normalized LMS filter. - * @param[in] S points to an instance of the floating-point LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_init_f32( - arm_lms_norm_instance_f32 * S, - uint16_t numTaps, - float32_t * pCoeffs, - float32_t * pState, - float32_t mu, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q31 normalized LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q31_t mu; /**< step size that controls filter coefficient updates. */ - uint8_t postShift; /**< bit shift applied to coefficients. */ - const q31_t *recipTable; /**< points to the reciprocal initial value table. */ - q31_t energy; /**< saves previous frame energy. */ - q31_t x0; /**< saves previous input sample. */ - } arm_lms_norm_instance_q31; - - - /** - * @brief Processing function for Q31 normalized LMS filter. - * @param[in] S points to an instance of the Q31 normalized LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_q31( - arm_lms_norm_instance_q31 * S, - const q31_t * pSrc, - q31_t * pRef, - q31_t * pOut, - q31_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for Q31 normalized LMS filter. - * @param[in] S points to an instance of the Q31 normalized LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_norm_init_q31( - arm_lms_norm_instance_q31 * S, - uint16_t numTaps, - q31_t * pCoeffs, - q31_t * pState, - q31_t mu, - uint32_t blockSize, - uint8_t postShift); - - - /** - * @brief Instance structure for the Q15 normalized LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< Number of coefficients in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q15_t mu; /**< step size that controls filter coefficient updates. */ - uint8_t postShift; /**< bit shift applied to coefficients. */ - const q15_t *recipTable; /**< Points to the reciprocal initial value table. */ - q15_t energy; /**< saves previous frame energy. */ - q15_t x0; /**< saves previous input sample. */ - } arm_lms_norm_instance_q15; - - - /** - * @brief Processing function for Q15 normalized LMS filter. - * @param[in] S points to an instance of the Q15 normalized LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_q15( - arm_lms_norm_instance_q15 * S, - const q15_t * pSrc, - q15_t * pRef, - q15_t * pOut, - q15_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for Q15 normalized LMS filter. - * @param[in] S points to an instance of the Q15 normalized LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_norm_init_q15( - arm_lms_norm_instance_q15 * S, - uint16_t numTaps, - q15_t * pCoeffs, - q15_t * pState, - q15_t mu, - uint32_t blockSize, - uint8_t postShift); - - - /** - * @brief Correlation of floating-point sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_f32( - const float32_t * pSrcA, - uint32_t srcALen, - const float32_t * pSrcB, - uint32_t srcBLen, - float32_t * pDst); - - -/** - @brief Correlation of Q15 sequences - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. -*/ -void arm_correlate_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch); - - -/** - @brief Correlation of Q15 sequences. - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - -/** - @brief Correlation of Q15 sequences (fast version). - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the location where the output result is written. Length 2 * max(srcALen, srcBLen) - 1. - @return none - */ -void arm_correlate_fast_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - -/** - @brief Correlation of Q15 sequences (fast version). - @param[in] pSrcA points to the first input sequence. - @param[in] srcALen length of the first input sequence. - @param[in] pSrcB points to the second input sequence. - @param[in] srcBLen length of the second input sequence. - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - */ -void arm_correlate_fast_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch); - - - /** - * @brief Correlation of Q31 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - -/** - @brief Correlation of Q31 sequences (fast version). - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ -void arm_correlate_fast_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - - /** - * @brief Correlation of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). - */ - void arm_correlate_opt_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Correlation of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst); - - - /** - * @brief Instance structure for the floating-point sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - float32_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_f32; - - /** - * @brief Instance structure for the Q31 sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - q31_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_q31; - - /** - * @brief Instance structure for the Q15 sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - q15_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_q15; - - /** - * @brief Instance structure for the Q7 sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - q7_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_q7; - - - /** - * @brief Processing function for the floating-point sparse FIR filter. - * @param[in] S points to an instance of the floating-point sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_f32( - arm_fir_sparse_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - float32_t * pScratchIn, - uint32_t blockSize); - - - /** - * @brief Initialization function for the floating-point sparse FIR filter. - * @param[in,out] S points to an instance of the floating-point sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_f32( - arm_fir_sparse_instance_f32 * S, - uint16_t numTaps, - const float32_t * pCoeffs, - float32_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 sparse FIR filter. - * @param[in] S points to an instance of the Q31 sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_q31( - arm_fir_sparse_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - q31_t * pScratchIn, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 sparse FIR filter. - * @param[in,out] S points to an instance of the Q31 sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_q31( - arm_fir_sparse_instance_q31 * S, - uint16_t numTaps, - const q31_t * pCoeffs, - q31_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 sparse FIR filter. - * @param[in] S points to an instance of the Q15 sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] pScratchOut points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_q15( - arm_fir_sparse_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - q15_t * pScratchIn, - q31_t * pScratchOut, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q15 sparse FIR filter. - * @param[in,out] S points to an instance of the Q15 sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_q15( - arm_fir_sparse_instance_q15 * S, - uint16_t numTaps, - const q15_t * pCoeffs, - q15_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q7 sparse FIR filter. - * @param[in] S points to an instance of the Q7 sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] pScratchOut points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_q7( - arm_fir_sparse_instance_q7 * S, - const q7_t * pSrc, - q7_t * pDst, - q7_t * pScratchIn, - q31_t * pScratchOut, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q7 sparse FIR filter. - * @param[in,out] S points to an instance of the Q7 sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_q7( - arm_fir_sparse_instance_q7 * S, - uint16_t numTaps, - const q7_t * pCoeffs, - q7_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Floating-point sin_cos function. - * @param[in] theta input value in degrees - * @param[out] pSinVal points to the processed sine output. - * @param[out] pCosVal points to the processed cos output. - */ - void arm_sin_cos_f32( - float32_t theta, - float32_t * pSinVal, - float32_t * pCosVal); - - - /** - * @brief Q31 sin_cos function. - * @param[in] theta scaled input value in degrees - * @param[out] pSinVal points to the processed sine output. - * @param[out] pCosVal points to the processed cosine output. - */ - void arm_sin_cos_q31( - q31_t theta, - q31_t * pSinVal, - q31_t * pCosVal); - - - /** - * @brief Floating-point complex conjugate. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_conj_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t numSamples); - - /** - * @brief Q31 complex conjugate. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_conj_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex conjugate. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_conj_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @brief Floating-point complex magnitude squared - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_squared_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex magnitude squared - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_squared_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex magnitude squared - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_squared_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @ingroup groupController - */ - - /** - * @defgroup PID PID Motor Control - * - * A Proportional Integral Derivative (PID) controller is a generic feedback control - * loop mechanism widely used in industrial control systems. - * A PID controller is the most commonly used type of feedback controller. - * - * This set of functions implements (PID) controllers - * for Q15, Q31, and floating-point data types. The functions operate on a single sample - * of data and each call to the function returns a single processed value. - * S points to an instance of the PID control data structure. in - * is the input sample value. The functions return the output value. - * - * \par Algorithm: - * 
          -   *    y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2]
-   *    A0 = Kp + Ki + Kd
-   *    A1 = (-Kp ) - (2 * Kd )
-   *    A2 = Kd
-   *
          - * - * \par - * where \c Kp is proportional constant, \c Ki is Integral constant and \c Kd is Derivative constant - * - * \par - * \image html PID.gif "Proportional Integral Derivative Controller" - * - * \par - * The PID controller calculates an "error" value as the difference between - * the measured output and the reference input. - * The controller attempts to minimize the error by adjusting the process control inputs. - * The proportional value determines the reaction to the current error, - * the integral value determines the reaction based on the sum of recent errors, - * and the derivative value determines the reaction based on the rate at which the error has been changing. - * - * \par Instance Structure - * The Gains A0, A1, A2 and state variables for a PID controller are stored together in an instance data structure. - * A separate instance structure must be defined for each PID Controller. - * There are separate instance structure declarations for each of the 3 supported data types. - * - * \par Reset Functions - * There is also an associated reset function for each data type which clears the state array. - * - * \par Initialization Functions - * There is also an associated initialization function for each data type. - * The initialization function performs the following operations: - * - Initializes the Gains A0, A1, A2 from Kp,Ki, Kd gains. - * - Zeros out the values in the state buffer. - * - * \par - * Instance structure cannot be placed into a const data section and it is recommended to use the initialization function. - * - * \par Fixed-Point Behavior - * Care must be taken when using the fixed-point versions of the PID Controller functions. - * In particular, the overflow and saturation behavior of the accumulator used in each function must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup PID - * @{ - */ - - /** - * @brief Process function for the floating-point PID Control. - * @param[in,out] S is an instance of the floating-point PID Control structure - * @param[in] in input sample to process - * @return processed output sample. - */ - __STATIC_FORCEINLINE float32_t arm_pid_f32( - arm_pid_instance_f32 * S, - float32_t in) - { - float32_t out; - - /* y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2] */ - out = (S->A0 * in) + - (S->A1 * S->state[0]) + (S->A2 * S->state[1]) + (S->state[2]); - - /* Update state */ - S->state[1] = S->state[0]; - S->state[0] = in; - S->state[2] = out; - - /* return to application */ - return (out); - - } - -/** - @brief Process function for the Q31 PID Control. - @param[in,out] S points to an instance of the Q31 PID Control structure - @param[in] in input sample to process - @return processed output sample. - - \par Scaling and Overflow Behavior - The function is implemented using an internal 64-bit accumulator. - The accumulator has a 2.62 format and maintains full precision of the intermediate multiplication results but provides only a single guard bit. - Thus, if the accumulator result overflows it wraps around rather than clip. - In order to avoid overflows completely the input signal must be scaled down by 2 bits as there are four additions. - After all multiply-accumulates are performed, the 2.62 accumulator is truncated to 1.32 format and then saturated to 1.31 format. - */ -__STATIC_FORCEINLINE q31_t arm_pid_q31( - arm_pid_instance_q31 * S, - q31_t in) - { - q63_t acc; - q31_t out; - - /* acc = A0 * x[n] */ - acc = (q63_t) S->A0 * in; - - /* acc += A1 * x[n-1] */ - acc += (q63_t) S->A1 * S->state[0]; - - /* acc += A2 * x[n-2] */ - acc += (q63_t) S->A2 * S->state[1]; - - /* convert output to 1.31 format to add y[n-1] */ - out = (q31_t) (acc >> 31U); - - /* out += y[n-1] */ - out += S->state[2]; - - /* Update state */ - S->state[1] = S->state[0]; - S->state[0] = in; - S->state[2] = out; - - /* return to application */ - return (out); - } - - -/** - @brief Process function for the Q15 PID Control. - @param[in,out] S points to an instance of the Q15 PID Control structure - @param[in] in input sample to process - @return processed output sample. - - \par Scaling and Overflow Behavior - The function is implemented using a 64-bit internal accumulator. - Both Gains and state variables are represented in 1.15 format and multiplications yield a 2.30 result. - The 2.30 intermediate results are accumulated in a 64-bit accumulator in 34.30 format. - There is no risk of internal overflow with this approach and the full precision of intermediate multiplications is preserved. - After all additions have been performed, the accumulator is truncated to 34.15 format by discarding low 15 bits. - Lastly, the accumulator is saturated to yield a result in 1.15 format. - */ -__STATIC_FORCEINLINE q15_t arm_pid_q15( - arm_pid_instance_q15 * S, - q15_t in) - { - q63_t acc; - q15_t out; - -#if defined (ARM_MATH_DSP) - /* Implementation of PID controller */ - - /* acc = A0 * x[n] */ - acc = (q31_t) __SMUAD((uint32_t)S->A0, (uint32_t)in); - - /* acc += A1 * x[n-1] + A2 * x[n-2] */ - acc = (q63_t)__SMLALD((uint32_t)S->A1, (uint32_t)read_q15x2 (S->state), (uint64_t)acc); -#else - /* acc = A0 * x[n] */ - acc = ((q31_t) S->A0) * in; - - /* acc += A1 * x[n-1] + A2 * x[n-2] */ - acc += (q31_t) S->A1 * S->state[0]; - acc += (q31_t) S->A2 * S->state[1]; -#endif - - /* acc += y[n-1] */ - acc += (q31_t) S->state[2] << 15; - - /* saturate the output */ - out = (q15_t) (__SSAT((q31_t)(acc >> 15), 16)); - - /* Update state */ - S->state[1] = S->state[0]; - S->state[0] = in; - S->state[2] = out; - - /* return to application */ - return (out); - } - - /** - * @} end of PID group - */ - - - /** - * @brief Floating-point matrix inverse. - * @param[in] src points to the instance of the input floating-point matrix structure. - * @param[out] dst points to the instance of the output floating-point matrix structure. - * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. - * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. - */ - arm_status arm_mat_inverse_f32( - const arm_matrix_instance_f32 * src, - arm_matrix_instance_f32 * dst); - - - /** - * @brief Floating-point matrix inverse. - * @param[in] src points to the instance of the input floating-point matrix structure. - * @param[out] dst points to the instance of the output floating-point matrix structure. - * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. - * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. - */ - arm_status arm_mat_inverse_f64( - const arm_matrix_instance_f64 * src, - arm_matrix_instance_f64 * dst); - - - - /** - * @ingroup groupController - */ - - /** - * @defgroup clarke Vector Clarke Transform - * Forward Clarke transform converts the instantaneous stator phases into a two-coordinate time invariant vector. - * Generally the Clarke transform uses three-phase currents Ia, Ib and Ic to calculate currents - * in the two-phase orthogonal stator axis Ialpha and Ibeta. - * When Ialpha is superposed with Ia as shown in the figure below - * \image html clarke.gif Stator current space vector and its components in (a,b). - * and Ia + Ib + Ic = 0, in this condition Ialpha and Ibeta - * can be calculated using only Ia and Ib. - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html clarkeFormula.gif - * where Ia and Ib are the instantaneous stator phases and - * pIalpha and pIbeta are the two coordinates of time invariant vector. - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Clarke transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup clarke - * @{ - */ - - /** - * - * @brief Floating-point Clarke transform - * @param[in] Ia input three-phase coordinate a - * @param[in] Ib input three-phase coordinate b - * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - * @param[out] pIbeta points to output two-phase orthogonal vector axis beta - * @return none - */ - __STATIC_FORCEINLINE void arm_clarke_f32( - float32_t Ia, - float32_t Ib, - float32_t * pIalpha, - float32_t * pIbeta) - { - /* Calculate pIalpha using the equation, pIalpha = Ia */ - *pIalpha = Ia; - - /* Calculate pIbeta using the equation, pIbeta = (1/sqrt(3)) * Ia + (2/sqrt(3)) * Ib */ - *pIbeta = ((float32_t) 0.57735026919 * Ia + (float32_t) 1.15470053838 * Ib); - } - - -/** - @brief Clarke transform for Q31 version - @param[in] Ia input three-phase coordinate a - @param[in] Ib input three-phase coordinate b - @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - @param[out] pIbeta points to output two-phase orthogonal vector axis beta - @return none - - \par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the addition, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_clarke_q31( - q31_t Ia, - q31_t Ib, - q31_t * pIalpha, - q31_t * pIbeta) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - - /* Calculating pIalpha from Ia by equation pIalpha = Ia */ - *pIalpha = Ia; - - /* Intermediate product is calculated by (1/(sqrt(3)) * Ia) */ - product1 = (q31_t) (((q63_t) Ia * 0x24F34E8B) >> 30); - - /* Intermediate product is calculated by (2/sqrt(3) * Ib) */ - product2 = (q31_t) (((q63_t) Ib * 0x49E69D16) >> 30); - - /* pIbeta is calculated by adding the intermediate products */ - *pIbeta = __QADD(product1, product2); - } - - /** - * @} end of clarke group - */ - - - /** - * @ingroup groupController - */ - - /** - * @defgroup inv_clarke Vector Inverse Clarke Transform - * Inverse Clarke transform converts the two-coordinate time invariant vector into instantaneous stator phases. - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html clarkeInvFormula.gif - * where pIa and pIb are the instantaneous stator phases and - * Ialpha and Ibeta are the two coordinates of time invariant vector. - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Clarke transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup inv_clarke - * @{ - */ - - /** - * @brief Floating-point Inverse Clarke transform - * @param[in] Ialpha input two-phase orthogonal vector axis alpha - * @param[in] Ibeta input two-phase orthogonal vector axis beta - * @param[out] pIa points to output three-phase coordinate a - * @param[out] pIb points to output three-phase coordinate b - * @return none - */ - __STATIC_FORCEINLINE void arm_inv_clarke_f32( - float32_t Ialpha, - float32_t Ibeta, - float32_t * pIa, - float32_t * pIb) - { - /* Calculating pIa from Ialpha by equation pIa = Ialpha */ - *pIa = Ialpha; - - /* Calculating pIb from Ialpha and Ibeta by equation pIb = -(1/2) * Ialpha + (sqrt(3)/2) * Ibeta */ - *pIb = -0.5f * Ialpha + 0.8660254039f * Ibeta; - } - - -/** - @brief Inverse Clarke transform for Q31 version - @param[in] Ialpha input two-phase orthogonal vector axis alpha - @param[in] Ibeta input two-phase orthogonal vector axis beta - @param[out] pIa points to output three-phase coordinate a - @param[out] pIb points to output three-phase coordinate b - @return none - - \par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the subtraction, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_inv_clarke_q31( - q31_t Ialpha, - q31_t Ibeta, - q31_t * pIa, - q31_t * pIb) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - - /* Calculating pIa from Ialpha by equation pIa = Ialpha */ - *pIa = Ialpha; - - /* Intermediate product is calculated by (1/(2*sqrt(3)) * Ia) */ - product1 = (q31_t) (((q63_t) (Ialpha) * (0x40000000)) >> 31); - - /* Intermediate product is calculated by (1/sqrt(3) * pIb) */ - product2 = (q31_t) (((q63_t) (Ibeta) * (0x6ED9EBA1)) >> 31); - - /* pIb is calculated by subtracting the products */ - *pIb = __QSUB(product2, product1); - } - - /** - * @} end of inv_clarke group - */ - - - - /** - * @ingroup groupController - */ - - /** - * @defgroup park Vector Park Transform - * - * Forward Park transform converts the input two-coordinate vector to flux and torque components. - * The Park transform can be used to realize the transformation of the Ialpha and the Ibeta currents - * from the stationary to the moving reference frame and control the spatial relationship between - * the stator vector current and rotor flux vector. - * If we consider the d axis aligned with the rotor flux, the diagram below shows the - * current vector and the relationship from the two reference frames: - * \image html park.gif "Stator current space vector and its component in (a,b) and in the d,q rotating reference frame" - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html parkFormula.gif - * where Ialpha and Ibeta are the stator vector components, - * pId and pIq are rotor vector components and cosVal and sinVal are the - * cosine and sine values of theta (rotor flux position). - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Park transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup park - * @{ - */ - - /** - * @brief Floating-point Park transform - * @param[in] Ialpha input two-phase vector coordinate alpha - * @param[in] Ibeta input two-phase vector coordinate beta - * @param[out] pId points to output rotor reference frame d - * @param[out] pIq points to output rotor reference frame q - * @param[in] sinVal sine value of rotation angle theta - * @param[in] cosVal cosine value of rotation angle theta - * @return none - * - * The function implements the forward Park transform. - * - */ - __STATIC_FORCEINLINE void arm_park_f32( - float32_t Ialpha, - float32_t Ibeta, - float32_t * pId, - float32_t * pIq, - float32_t sinVal, - float32_t cosVal) - { - /* Calculate pId using the equation, pId = Ialpha * cosVal + Ibeta * sinVal */ - *pId = Ialpha * cosVal + Ibeta * sinVal; - - /* Calculate pIq using the equation, pIq = - Ialpha * sinVal + Ibeta * cosVal */ - *pIq = -Ialpha * sinVal + Ibeta * cosVal; - } - - -/** - @brief Park transform for Q31 version - @param[in] Ialpha input two-phase vector coordinate alpha - @param[in] Ibeta input two-phase vector coordinate beta - @param[out] pId points to output rotor reference frame d - @param[out] pIq points to output rotor reference frame q - @param[in] sinVal sine value of rotation angle theta - @param[in] cosVal cosine value of rotation angle theta - @return none - - \par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the addition and subtraction, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_park_q31( - q31_t Ialpha, - q31_t Ibeta, - q31_t * pId, - q31_t * pIq, - q31_t sinVal, - q31_t cosVal) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - q31_t product3, product4; /* Temporary variables used to store intermediate results */ - - /* Intermediate product is calculated by (Ialpha * cosVal) */ - product1 = (q31_t) (((q63_t) (Ialpha) * (cosVal)) >> 31); - - /* Intermediate product is calculated by (Ibeta * sinVal) */ - product2 = (q31_t) (((q63_t) (Ibeta) * (sinVal)) >> 31); - - - /* Intermediate product is calculated by (Ialpha * sinVal) */ - product3 = (q31_t) (((q63_t) (Ialpha) * (sinVal)) >> 31); - - /* Intermediate product is calculated by (Ibeta * cosVal) */ - product4 = (q31_t) (((q63_t) (Ibeta) * (cosVal)) >> 31); - - /* Calculate pId by adding the two intermediate products 1 and 2 */ - *pId = __QADD(product1, product2); - - /* Calculate pIq by subtracting the two intermediate products 3 from 4 */ - *pIq = __QSUB(product4, product3); - } - - /** - * @} end of park group - */ - - - /** - * @ingroup groupController - */ - - /** - * @defgroup inv_park Vector Inverse Park transform - * Inverse Park transform converts the input flux and torque components to two-coordinate vector. - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html parkInvFormula.gif - * where pIalpha and pIbeta are the stator vector components, - * Id and Iq are rotor vector components and cosVal and sinVal are the - * cosine and sine values of theta (rotor flux position). - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Park transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup inv_park - * @{ - */ - - /** - * @brief Floating-point Inverse Park transform - * @param[in] Id input coordinate of rotor reference frame d - * @param[in] Iq input coordinate of rotor reference frame q - * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - * @param[out] pIbeta points to output two-phase orthogonal vector axis beta - * @param[in] sinVal sine value of rotation angle theta - * @param[in] cosVal cosine value of rotation angle theta - * @return none - */ - __STATIC_FORCEINLINE void arm_inv_park_f32( - float32_t Id, - float32_t Iq, - float32_t * pIalpha, - float32_t * pIbeta, - float32_t sinVal, - float32_t cosVal) - { - /* Calculate pIalpha using the equation, pIalpha = Id * cosVal - Iq * sinVal */ - *pIalpha = Id * cosVal - Iq * sinVal; - - /* Calculate pIbeta using the equation, pIbeta = Id * sinVal + Iq * cosVal */ - *pIbeta = Id * sinVal + Iq * cosVal; - } - - -/** - @brief Inverse Park transform for Q31 version - @param[in] Id input coordinate of rotor reference frame d - @param[in] Iq input coordinate of rotor reference frame q - @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - @param[out] pIbeta points to output two-phase orthogonal vector axis beta - @param[in] sinVal sine value of rotation angle theta - @param[in] cosVal cosine value of rotation angle theta - @return none - - @par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the addition, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_inv_park_q31( - q31_t Id, - q31_t Iq, - q31_t * pIalpha, - q31_t * pIbeta, - q31_t sinVal, - q31_t cosVal) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - q31_t product3, product4; /* Temporary variables used to store intermediate results */ - - /* Intermediate product is calculated by (Id * cosVal) */ - product1 = (q31_t) (((q63_t) (Id) * (cosVal)) >> 31); - - /* Intermediate product is calculated by (Iq * sinVal) */ - product2 = (q31_t) (((q63_t) (Iq) * (sinVal)) >> 31); - - - /* Intermediate product is calculated by (Id * sinVal) */ - product3 = (q31_t) (((q63_t) (Id) * (sinVal)) >> 31); - - /* Intermediate product is calculated by (Iq * cosVal) */ - product4 = (q31_t) (((q63_t) (Iq) * (cosVal)) >> 31); - - /* Calculate pIalpha by using the two intermediate products 1 and 2 */ - *pIalpha = __QSUB(product1, product2); - - /* Calculate pIbeta by using the two intermediate products 3 and 4 */ - *pIbeta = __QADD(product4, product3); - } - - /** - * @} end of Inverse park group - */ - - - /** - * @ingroup groupInterpolation - */ - - /** - * @defgroup LinearInterpolate Linear Interpolation - * - * Linear interpolation is a method of curve fitting using linear polynomials. - * Linear interpolation works by effectively drawing a straight line between two neighboring samples and returning the appropriate point along that line - * - * \par - * \image html LinearInterp.gif "Linear interpolation" - * - * \par - * A Linear Interpolate function calculates an output value(y), for the input(x) - * using linear interpolation of the input values x0, x1( nearest input values) and the output values y0 and y1(nearest output values) - * - * \par Algorithm: - * 
          -   *       y = y0 + (x - x0) * ((y1 - y0)/(x1-x0))
-   *       where x0, x1 are nearest values of input x
-   *             y0, y1 are nearest values to output y
-   *
          - * - * \par - * This set of functions implements Linear interpolation process - * for Q7, Q15, Q31, and floating-point data types. The functions operate on a single - * sample of data and each call to the function returns a single processed value. - * S points to an instance of the Linear Interpolate function data structure. - * x is the input sample value. The functions returns the output value. - * - * \par - * if x is outside of the table boundary, Linear interpolation returns first value of the table - * if x is below input range and returns last value of table if x is above range. - */ - - /** - * @addtogroup LinearInterpolate - * @{ - */ - - /** - * @brief Process function for the floating-point Linear Interpolation Function. - * @param[in,out] S is an instance of the floating-point Linear Interpolation structure - * @param[in] x input sample to process - * @return y processed output sample. - * - */ - __STATIC_FORCEINLINE float32_t arm_linear_interp_f32( - arm_linear_interp_instance_f32 * S, - float32_t x) - { - float32_t y; - float32_t x0, x1; /* Nearest input values */ - float32_t y0, y1; /* Nearest output values */ - float32_t xSpacing = S->xSpacing; /* spacing between input values */ - int32_t i; /* Index variable */ - float32_t *pYData = S->pYData; /* pointer to output table */ - - /* Calculation of index */ - i = (int32_t) ((x - S->x1) / xSpacing); - - if (i < 0) - { - /* Iniatilize output for below specified range as least output value of table */ - y = pYData[0]; - } - else if ((uint32_t)i >= (S->nValues - 1)) - { - /* Iniatilize output for above specified range as last output value of table */ - y = pYData[S->nValues - 1]; - } - else - { - /* Calculation of nearest input values */ - x0 = S->x1 + i * xSpacing; - x1 = S->x1 + (i + 1) * xSpacing; - - /* Read of nearest output values */ - y0 = pYData[i]; - y1 = pYData[i + 1]; - - /* Calculation of output */ - y = y0 + (x - x0) * ((y1 - y0) / (x1 - x0)); - - } - - /* returns output value */ - return (y); - } - - - /** - * - * @brief Process function for the Q31 Linear Interpolation Function. - * @param[in] pYData pointer to Q31 Linear Interpolation table - * @param[in] x input sample to process - * @param[in] nValues number of table values - * @return y processed output sample. - * - * \par - * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. - * This function can support maximum of table size 2^12. - * - */ - __STATIC_FORCEINLINE q31_t arm_linear_interp_q31( - q31_t * pYData, - q31_t x, - uint32_t nValues) - { - q31_t y; /* output */ - q31_t y0, y1; /* Nearest output values */ - q31_t fract; /* fractional part */ - int32_t index; /* Index to read nearest output values */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - index = ((x & (q31_t)0xFFF00000) >> 20); - - if (index >= (int32_t)(nValues - 1)) - { - return (pYData[nValues - 1]); - } - else if (index < 0) - { - return (pYData[0]); - } - else - { - /* 20 bits for the fractional part */ - /* shift left by 11 to keep fract in 1.31 format */ - fract = (x & 0x000FFFFF) << 11; - - /* Read two nearest output values from the index in 1.31(q31) format */ - y0 = pYData[index]; - y1 = pYData[index + 1]; - - /* Calculation of y0 * (1-fract) and y is in 2.30 format */ - y = ((q31_t) ((q63_t) y0 * (0x7FFFFFFF - fract) >> 32)); - - /* Calculation of y0 * (1-fract) + y1 *fract and y is in 2.30 format */ - y += ((q31_t) (((q63_t) y1 * fract) >> 32)); - - /* Convert y to 1.31 format */ - return (y << 1U); - } - } - - - /** - * - * @brief Process function for the Q15 Linear Interpolation Function. - * @param[in] pYData pointer to Q15 Linear Interpolation table - * @param[in] x input sample to process - * @param[in] nValues number of table values - * @return y processed output sample. - * - * \par - * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. - * This function can support maximum of table size 2^12. - * - */ - __STATIC_FORCEINLINE q15_t arm_linear_interp_q15( - q15_t * pYData, - q31_t x, - uint32_t nValues) - { - q63_t y; /* output */ - q15_t y0, y1; /* Nearest output values */ - q31_t fract; /* fractional part */ - int32_t index; /* Index to read nearest output values */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - index = ((x & (int32_t)0xFFF00000) >> 20); - - if (index >= (int32_t)(nValues - 1)) - { - return (pYData[nValues - 1]); - } - else if (index < 0) - { - return (pYData[0]); - } - else - { - /* 20 bits for the fractional part */ - /* fract is in 12.20 format */ - fract = (x & 0x000FFFFF); - - /* Read two nearest output values from the index */ - y0 = pYData[index]; - y1 = pYData[index + 1]; - - /* Calculation of y0 * (1-fract) and y is in 13.35 format */ - y = ((q63_t) y0 * (0xFFFFF - fract)); - - /* Calculation of (y0 * (1-fract) + y1 * fract) and y is in 13.35 format */ - y += ((q63_t) y1 * (fract)); - - /* convert y to 1.15 format */ - return (q15_t) (y >> 20); - } - } - - - /** - * - * @brief Process function for the Q7 Linear Interpolation Function. - * @param[in] pYData pointer to Q7 Linear Interpolation table - * @param[in] x input sample to process - * @param[in] nValues number of table values - * @return y processed output sample. - * - * \par - * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. - * This function can support maximum of table size 2^12. - */ - __STATIC_FORCEINLINE q7_t arm_linear_interp_q7( - q7_t * pYData, - q31_t x, - uint32_t nValues) - { - q31_t y; /* output */ - q7_t y0, y1; /* Nearest output values */ - q31_t fract; /* fractional part */ - uint32_t index; /* Index to read nearest output values */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - if (x < 0) - { - return (pYData[0]); - } - index = (x >> 20) & 0xfff; - - if (index >= (nValues - 1)) - { - return (pYData[nValues - 1]); - } - else - { - /* 20 bits for the fractional part */ - /* fract is in 12.20 format */ - fract = (x & 0x000FFFFF); - - /* Read two nearest output values from the index and are in 1.7(q7) format */ - y0 = pYData[index]; - y1 = pYData[index + 1]; - - /* Calculation of y0 * (1-fract ) and y is in 13.27(q27) format */ - y = ((y0 * (0xFFFFF - fract))); - - /* Calculation of y1 * fract + y0 * (1-fract) and y is in 13.27(q27) format */ - y += (y1 * fract); - - /* convert y to 1.7(q7) format */ - return (q7_t) (y >> 20); - } - } - - /** - * @} end of LinearInterpolate group - */ - - /** - * @brief Fast approximation to the trigonometric sine function for floating-point data. - * @param[in] x input value in radians. - * @return sin(x). - */ - float32_t arm_sin_f32( - float32_t x); - - - /** - * @brief Fast approximation to the trigonometric sine function for Q31 data. - * @param[in] x Scaled input value in radians. - * @return sin(x). - */ - q31_t arm_sin_q31( - q31_t x); - - - /** - * @brief Fast approximation to the trigonometric sine function for Q15 data. - * @param[in] x Scaled input value in radians. - * @return sin(x). - */ - q15_t arm_sin_q15( - q15_t x); - - - /** - * @brief Fast approximation to the trigonometric cosine function for floating-point data. - * @param[in] x input value in radians. - * @return cos(x). - */ - float32_t arm_cos_f32( - float32_t x); - - - /** - * @brief Fast approximation to the trigonometric cosine function for Q31 data. - * @param[in] x Scaled input value in radians. - * @return cos(x). - */ - q31_t arm_cos_q31( - q31_t x); - - - /** - * @brief Fast approximation to the trigonometric cosine function for Q15 data. - * @param[in] x Scaled input value in radians. - * @return cos(x). - */ - q15_t arm_cos_q15( - q15_t x); - - -/** - @brief Floating-point vector of log values. - @param[in] pSrc points to the input vector - @param[out] pDst points to the output vector - @param[in] blockSize number of samples in each vector - @return none - */ - void arm_vlog_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - -/** - @brief Floating-point vector of exp values. - @param[in] pSrc points to the input vector - @param[out] pDst points to the output vector - @param[in] blockSize number of samples in each vector - @return none - */ - void arm_vexp_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @ingroup groupFastMath - */ - - - /** - * @defgroup SQRT Square Root - * - * Computes the square root of a number. - * There are separate functions for Q15, Q31, and floating-point data types. - * The square root function is computed using the Newton-Raphson algorithm. - * This is an iterative algorithm of the form: - * 
          -   *      x1 = x0 - f(x0)/f'(x0)
-   *
          - * where x1 is the current estimate, - * x0 is the previous estimate, and - * f'(x0) is the derivative of f() evaluated at x0. - * For the square root function, the algorithm reduces to: - * 
          -   *     x0 = in/2                         [initial guess]
-   *     x1 = 1/2 * ( x0 + in / x0)        [each iteration]
-   *
          - */ - - - /** - * @addtogroup SQRT - * @{ - */ - -/** - @brief Floating-point square root function. - @param[in] in input value - @param[out] pOut square root of input value - @return execution status - - \ref ARM_MATH_SUCCESS : input value is positive - - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 - */ -__STATIC_FORCEINLINE arm_status arm_sqrt_f32( - float32_t in, - float32_t * pOut) - { - if (in >= 0.0f) - { -#if defined ( __CC_ARM ) - #if defined __TARGET_FPU_VFP - *pOut = __sqrtf(in); - #else - *pOut = sqrtf(in); - #endif - -#elif defined ( __ICCARM__ ) - #if defined __ARMVFP__ - __ASM("VSQRT.F32 %0,%1" : "=t"(*pOut) : "t"(in)); - #else - *pOut = sqrtf(in); - #endif - -#else - *pOut = sqrtf(in); -#endif - - return (ARM_MATH_SUCCESS); - } - else - { - *pOut = 0.0f; - return (ARM_MATH_ARGUMENT_ERROR); - } - } - - -/** - @brief Q31 square root function. - @param[in] in input value. The range of the input value is [0 +1) or 0x00000000 to 0x7FFFFFFF - @param[out] pOut points to square root of input value - @return execution status - - \ref ARM_MATH_SUCCESS : input value is positive - - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 - */ -arm_status arm_sqrt_q31( - q31_t in, - q31_t * pOut); - - -/** - @brief Q15 square root function. - @param[in] in input value. The range of the input value is [0 +1) or 0x0000 to 0x7FFF - @param[out] pOut points to square root of input value - @return execution status - - \ref ARM_MATH_SUCCESS : input value is positive - - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 - */ -arm_status arm_sqrt_q15( - q15_t in, - q15_t * pOut); - - /** - * @brief Vector Floating-point square root function. - * @param[in] pIn input vector. - * @param[out] pOut vector of square roots of input elements. - * @param[in] len length of input vector. - * @return The function returns ARM_MATH_SUCCESS if input value is positive value or ARM_MATH_ARGUMENT_ERROR if - * in is negative value and returns zero output for negative values. - */ - void arm_vsqrt_f32( - float32_t * pIn, - float32_t * pOut, - uint16_t len); - - void arm_vsqrt_q31( - q31_t * pIn, - q31_t * pOut, - uint16_t len); - - void arm_vsqrt_q15( - q15_t * pIn, - q15_t * pOut, - uint16_t len); - - /** - * @} end of SQRT group - */ - - - /** - * @brief floating-point Circular write function. - */ - __STATIC_FORCEINLINE void arm_circularWrite_f32( - int32_t * circBuffer, - int32_t L, - uint16_t * writeOffset, - int32_t bufferInc, - const int32_t * src, - int32_t srcInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t wOffset; - - /* Copy the value of Index pointer that points - * to the current location where the input samples to be copied */ - wOffset = *writeOffset; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the input sample to the circular buffer */ - circBuffer[wOffset] = *src; - - /* Update the input pointer */ - src += srcInc; - - /* Circularly update wOffset. Watch out for positive and negative value */ - wOffset += bufferInc; - if (wOffset >= L) - wOffset -= L; - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *writeOffset = (uint16_t)wOffset; - } - - - - /** - * @brief floating-point Circular Read function. - */ - __STATIC_FORCEINLINE void arm_circularRead_f32( - int32_t * circBuffer, - int32_t L, - int32_t * readOffset, - int32_t bufferInc, - int32_t * dst, - int32_t * dst_base, - int32_t dst_length, - int32_t dstInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t rOffset; - int32_t* dst_end; - - /* Copy the value of Index pointer that points - * to the current location from where the input samples to be read */ - rOffset = *readOffset; - dst_end = dst_base + dst_length; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the sample from the circular buffer to the destination buffer */ - *dst = circBuffer[rOffset]; - - /* Update the input pointer */ - dst += dstInc; - - if (dst == dst_end) - { - dst = dst_base; - } - - /* Circularly update rOffset. Watch out for positive and negative value */ - rOffset += bufferInc; - - if (rOffset >= L) - { - rOffset -= L; - } - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *readOffset = rOffset; - } - - - /** - * @brief Q15 Circular write function. - */ - __STATIC_FORCEINLINE void arm_circularWrite_q15( - q15_t * circBuffer, - int32_t L, - uint16_t * writeOffset, - int32_t bufferInc, - const q15_t * src, - int32_t srcInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t wOffset; - - /* Copy the value of Index pointer that points - * to the current location where the input samples to be copied */ - wOffset = *writeOffset; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the input sample to the circular buffer */ - circBuffer[wOffset] = *src; - - /* Update the input pointer */ - src += srcInc; - - /* Circularly update wOffset. Watch out for positive and negative value */ - wOffset += bufferInc; - if (wOffset >= L) - wOffset -= L; - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *writeOffset = (uint16_t)wOffset; - } - - - /** - * @brief Q15 Circular Read function. - */ - __STATIC_FORCEINLINE void arm_circularRead_q15( - q15_t * circBuffer, - int32_t L, - int32_t * readOffset, - int32_t bufferInc, - q15_t * dst, - q15_t * dst_base, - int32_t dst_length, - int32_t dstInc, - uint32_t blockSize) - { - uint32_t i = 0; - int32_t rOffset; - q15_t* dst_end; - - /* Copy the value of Index pointer that points - * to the current location from where the input samples to be read */ - rOffset = *readOffset; - - dst_end = dst_base + dst_length; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the sample from the circular buffer to the destination buffer */ - *dst = circBuffer[rOffset]; - - /* Update the input pointer */ - dst += dstInc; - - if (dst == dst_end) - { - dst = dst_base; - } - - /* Circularly update wOffset. Watch out for positive and negative value */ - rOffset += bufferInc; - - if (rOffset >= L) - { - rOffset -= L; - } - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *readOffset = rOffset; - } - - - /** - * @brief Q7 Circular write function. - */ - __STATIC_FORCEINLINE void arm_circularWrite_q7( - q7_t * circBuffer, - int32_t L, - uint16_t * writeOffset, - int32_t bufferInc, - const q7_t * src, - int32_t srcInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t wOffset; - - /* Copy the value of Index pointer that points - * to the current location where the input samples to be copied */ - wOffset = *writeOffset; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the input sample to the circular buffer */ - circBuffer[wOffset] = *src; - - /* Update the input pointer */ - src += srcInc; - - /* Circularly update wOffset. Watch out for positive and negative value */ - wOffset += bufferInc; - if (wOffset >= L) - wOffset -= L; - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *writeOffset = (uint16_t)wOffset; - } - - - /** - * @brief Q7 Circular Read function. - */ - __STATIC_FORCEINLINE void arm_circularRead_q7( - q7_t * circBuffer, - int32_t L, - int32_t * readOffset, - int32_t bufferInc, - q7_t * dst, - q7_t * dst_base, - int32_t dst_length, - int32_t dstInc, - uint32_t blockSize) - { - uint32_t i = 0; - int32_t rOffset; - q7_t* dst_end; - - /* Copy the value of Index pointer that points - * to the current location from where the input samples to be read */ - rOffset = *readOffset; - - dst_end = dst_base + dst_length; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the sample from the circular buffer to the destination buffer */ - *dst = circBuffer[rOffset]; - - /* Update the input pointer */ - dst += dstInc; - - if (dst == dst_end) - { - dst = dst_base; - } - - /* Circularly update rOffset. Watch out for positive and negative value */ - rOffset += bufferInc; - - if (rOffset >= L) - { - rOffset -= L; - } - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *readOffset = rOffset; - } - - - /** - * @brief Sum of the squares of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_q31( - const q31_t * pSrc, - uint32_t blockSize, - q63_t * pResult); - - - /** - * @brief Sum of the squares of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Sum of the squares of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_q15( - const q15_t * pSrc, - uint32_t blockSize, - q63_t * pResult); - - - /** - * @brief Sum of the squares of the elements of a Q7 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_q7( - const q7_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Mean value of a Q7 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_q7( - const q7_t * pSrc, - uint32_t blockSize, - q7_t * pResult); - - - /** - * @brief Mean value of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Mean value of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Mean value of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Variance of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_var_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Variance of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_var_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Variance of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_var_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Root Mean Square of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_rms_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Root Mean Square of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_rms_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Root Mean Square of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_rms_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Standard deviation of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_std_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Standard deviation of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_std_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Standard deviation of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_std_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Floating-point complex magnitude - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex magnitude - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex magnitude - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex dot product - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] numSamples number of complex samples in each vector - * @param[out] realResult real part of the result returned here - * @param[out] imagResult imaginary part of the result returned here - */ - void arm_cmplx_dot_prod_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - uint32_t numSamples, - q31_t * realResult, - q31_t * imagResult); - - - /** - * @brief Q31 complex dot product - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] numSamples number of complex samples in each vector - * @param[out] realResult real part of the result returned here - * @param[out] imagResult imaginary part of the result returned here - */ - void arm_cmplx_dot_prod_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - uint32_t numSamples, - q63_t * realResult, - q63_t * imagResult); - - - /** - * @brief Floating-point complex dot product - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] numSamples number of complex samples in each vector - * @param[out] realResult real part of the result returned here - * @param[out] imagResult imaginary part of the result returned here - */ - void arm_cmplx_dot_prod_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - uint32_t numSamples, - float32_t * realResult, - float32_t * imagResult); - - - /** - * @brief Q15 complex-by-real multiplication - * @param[in] pSrcCmplx points to the complex input vector - * @param[in] pSrcReal points to the real input vector - * @param[out] pCmplxDst points to the complex output vector - * @param[in] numSamples number of samples in each vector - */ - void arm_cmplx_mult_real_q15( - const q15_t * pSrcCmplx, - const q15_t * pSrcReal, - q15_t * pCmplxDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex-by-real multiplication - * @param[in] pSrcCmplx points to the complex input vector - * @param[in] pSrcReal points to the real input vector - * @param[out] pCmplxDst points to the complex output vector - * @param[in] numSamples number of samples in each vector - */ - void arm_cmplx_mult_real_q31( - const q31_t * pSrcCmplx, - const q31_t * pSrcReal, - q31_t * pCmplxDst, - uint32_t numSamples); - - - /** - * @brief Floating-point complex-by-real multiplication - * @param[in] pSrcCmplx points to the complex input vector - * @param[in] pSrcReal points to the real input vector - * @param[out] pCmplxDst points to the complex output vector - * @param[in] numSamples number of samples in each vector - */ - void arm_cmplx_mult_real_f32( - const float32_t * pSrcCmplx, - const float32_t * pSrcReal, - float32_t * pCmplxDst, - uint32_t numSamples); - - - /** - * @brief Minimum value of a Q7 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] result is output pointer - * @param[in] index is the array index of the minimum value in the input buffer. - */ - void arm_min_q7( - const q7_t * pSrc, - uint32_t blockSize, - q7_t * result, - uint32_t * index); - - - /** - * @brief Minimum value of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output pointer - * @param[in] pIndex is the array index of the minimum value in the input buffer. - */ - void arm_min_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult, - uint32_t * pIndex); - - - /** - * @brief Minimum value of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output pointer - * @param[out] pIndex is the array index of the minimum value in the input buffer. - */ - void arm_min_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult, - uint32_t * pIndex); - - - /** - * @brief Minimum value of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output pointer - * @param[out] pIndex is the array index of the minimum value in the input buffer. - */ - void arm_min_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a Q7 vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_q7( - const q7_t * pSrc, - uint32_t blockSize, - q7_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a Q15 vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a Q31 vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a floating-point vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult, - uint32_t * pIndex); - - /** - @brief Maximum value of a floating-point vector. - @param[in] pSrc points to the input vector - @param[in] blockSize number of samples in input vector - @param[out] pResult maximum value returned here - @return none - */ - void arm_max_no_idx_f32( - const float32_t *pSrc, - uint32_t blockSize, - float32_t *pResult); - - /** - * @brief Q15 complex-by-complex multiplication - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_mult_cmplx_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex-by-complex multiplication - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_mult_cmplx_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Floating-point complex-by-complex multiplication - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_mult_cmplx_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t numSamples); - - - /** - * @brief Converts the elements of the floating-point vector to Q31 vector. - * @param[in] pSrc points to the floating-point input vector - * @param[out] pDst points to the Q31 output vector - * @param[in] blockSize length of the input vector - */ - void arm_float_to_q31( - const float32_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the floating-point vector to Q15 vector. - * @param[in] pSrc points to the floating-point input vector - * @param[out] pDst points to the Q15 output vector - * @param[in] blockSize length of the input vector - */ - void arm_float_to_q15( - const float32_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the floating-point vector to Q7 vector. - * @param[in] pSrc points to the floating-point input vector - * @param[out] pDst points to the Q7 output vector - * @param[in] blockSize length of the input vector - */ - void arm_float_to_q7( - const float32_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q31 vector to floating-point vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q31_to_float( - const q31_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q31 vector to Q15 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q31_to_q15( - const q31_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q31 vector to Q7 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q31_to_q7( - const q31_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q15 vector to floating-point vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q15_to_float( - const q15_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q15 vector to Q31 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q15_to_q31( - const q15_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q15 vector to Q7 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q15_to_q7( - const q15_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q7 vector to floating-point vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q7_to_float( - const q7_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q7 vector to Q31 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_q7_to_q31( - const q7_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q7 vector to Q15 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_q7_to_q15( - const q7_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - -/** - * @brief Struct for specifying SVM Kernel - */ -typedef enum -{ - ARM_ML_KERNEL_LINEAR = 0, - /**< Linear kernel */ - ARM_ML_KERNEL_POLYNOMIAL = 1, - /**< Polynomial kernel */ - ARM_ML_KERNEL_RBF = 2, - /**< Radial Basis Function kernel */ - ARM_ML_KERNEL_SIGMOID = 3 - /**< Sigmoid kernel */ -} arm_ml_kernel_type; - - -/** - * @brief Instance structure for linear SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ -} arm_svm_linear_instance_f32; - - -/** - * @brief Instance structure for polynomial SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ - int32_t degree; /**< Polynomial degree */ - float32_t coef0; /**< Polynomial constant */ - float32_t gamma; /**< Gamma factor */ -} arm_svm_polynomial_instance_f32; - -/** - * @brief Instance structure for rbf SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ - float32_t gamma; /**< Gamma factor */ -} arm_svm_rbf_instance_f32; - -/** - * @brief Instance structure for sigmoid SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ - float32_t coef0; /**< Independant constant */ - float32_t gamma; /**< Gamma factor */ -} arm_svm_sigmoid_instance_f32; - -/** - * @brief SVM linear instance init function - * @param[in] S Parameters for SVM functions - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @return none. - * - */ - - -void arm_svm_linear_init_f32(arm_svm_linear_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes); - -/** - * @brief SVM linear prediction - * @param[in] S Pointer to an instance of the linear SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult Decision value - * @return none. - * - */ - -void arm_svm_linear_predict_f32(const arm_svm_linear_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - - -/** - * @brief SVM polynomial instance init function - * @param[in] S points to an instance of the polynomial SVM structure. - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @param[in] degree Polynomial degree - * @param[in] coef0 coeff0 (scikit-learn terminology) - * @param[in] gamma gamma (scikit-learn terminology) - * @return none. - * - */ - - -void arm_svm_polynomial_init_f32(arm_svm_polynomial_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes, - int32_t degree, - float32_t coef0, - float32_t gamma - ); - -/** - * @brief SVM polynomial prediction - * @param[in] S Pointer to an instance of the polynomial SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult Decision value - * @return none. - * - */ -void arm_svm_polynomial_predict_f32(const arm_svm_polynomial_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - - -/** - * @brief SVM radial basis function instance init function - * @param[in] S points to an instance of the polynomial SVM structure. - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @param[in] gamma gamma (scikit-learn terminology) - * @return none. - * - */ - -void arm_svm_rbf_init_f32(arm_svm_rbf_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes, - float32_t gamma - ); - -/** - * @brief SVM rbf prediction - * @param[in] S Pointer to an instance of the rbf SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult decision value - * @return none. - * - */ -void arm_svm_rbf_predict_f32(const arm_svm_rbf_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - -/** - * @brief SVM sigmoid instance init function - * @param[in] S points to an instance of the rbf SVM structure. - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @param[in] coef0 coeff0 (scikit-learn terminology) - * @param[in] gamma gamma (scikit-learn terminology) - * @return none. - * - */ - -void arm_svm_sigmoid_init_f32(arm_svm_sigmoid_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes, - float32_t coef0, - float32_t gamma - ); - -/** - * @brief SVM sigmoid prediction - * @param[in] S Pointer to an instance of the rbf SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult Decision value - * @return none. - * - */ -void arm_svm_sigmoid_predict_f32(const arm_svm_sigmoid_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - - - -/** - * @brief Instance structure for Naive Gaussian Bayesian estimator. - */ -typedef struct -{ - uint32_t vectorDimension; /**< Dimension of vector space */ - uint32_t numberOfClasses; /**< Number of different classes */ - const float32_t *theta; /**< Mean values for the Gaussians */ - const float32_t *sigma; /**< Variances for the Gaussians */ - const float32_t *classPriors; /**< Class prior probabilities */ - float32_t epsilon; /**< Additive value to variances */ -} arm_gaussian_naive_bayes_instance_f32; - -/** - * @brief Naive Gaussian Bayesian Estimator - * - * @param[in] S points to a naive bayes instance structure - * @param[in] in points to the elements of the input vector. - * @param[in] pBuffer points to a buffer of length numberOfClasses - * @return The predicted class - * - */ - - -uint32_t arm_gaussian_naive_bayes_predict_f32(const arm_gaussian_naive_bayes_instance_f32 *S, - const float32_t * in, - float32_t *pBuffer); - -/** - * @brief Computation of the LogSumExp - * - * In probabilistic computations, the dynamic of the probability values can be very - * wide because they come from gaussian functions. - * To avoid underflow and overflow issues, the values are represented by their log. - * In this representation, multiplying the original exp values is easy : their logs are added. - * But adding the original exp values is requiring some special handling and it is the - * goal of the LogSumExp function. - * - * If the values are x1...xn, the function is computing: - * - * ln(exp(x1) + ... + exp(xn)) and the computation is done in such a way that - * rounding issues are minimised. - * - * The max xm of the values is extracted and the function is computing: - * xm + ln(exp(x1 - xm) + ... + exp(xn - xm)) - * - * @param[in] *in Pointer to an array of input values. - * @param[in] blockSize Number of samples in the input array. - * @return LogSumExp - * - */ - - -float32_t arm_logsumexp_f32(const float32_t *in, uint32_t blockSize); - -/** - * @brief Dot product with log arithmetic - * - * Vectors are containing the log of the samples - * - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[in] pTmpBuffer temporary buffer of length blockSize - * @return The log of the dot product . - * - */ - - -float32_t arm_logsumexp_dot_prod_f32(const float32_t * pSrcA, - const float32_t * pSrcB, - uint32_t blockSize, - float32_t *pTmpBuffer); - -/** - * @brief Entropy - * - * @param[in] pSrcA Array of input values. - * @param[in] blockSize Number of samples in the input array. - * @return Entropy -Sum(p ln p) - * - */ - - -float32_t arm_entropy_f32(const float32_t * pSrcA,uint32_t blockSize); - - -/** - * @brief Entropy - * - * @param[in] pSrcA Array of input values. - * @param[in] blockSize Number of samples in the input array. - * @return Entropy -Sum(p ln p) - * - */ - - -float64_t arm_entropy_f64(const float64_t * pSrcA, uint32_t blockSize); - - -/** - * @brief Kullback-Leibler - * - * @param[in] pSrcA Pointer to an array of input values for probability distribution A. - * @param[in] pSrcB Pointer to an array of input values for probability distribution B. - * @param[in] blockSize Number of samples in the input array. - * @return Kullback-Leibler Divergence D(A || B) - * - */ -float32_t arm_kullback_leibler_f32(const float32_t * pSrcA - ,const float32_t * pSrcB - ,uint32_t blockSize); - - -/** - * @brief Kullback-Leibler - * - * @param[in] pSrcA Pointer to an array of input values for probability distribution A. - * @param[in] pSrcB Pointer to an array of input values for probability distribution B. - * @param[in] blockSize Number of samples in the input array. - * @return Kullback-Leibler Divergence D(A || B) - * - */ -float64_t arm_kullback_leibler_f64(const float64_t * pSrcA, - const float64_t * pSrcB, - uint32_t blockSize); - - -/** - * @brief Weighted sum - * - * - * @param[in] *in Array of input values. - * @param[in] *weigths Weights - * @param[in] blockSize Number of samples in the input array. - * @return Weighted sum - * - */ -float32_t arm_weighted_sum_f32(const float32_t *in - , const float32_t *weigths - , uint32_t blockSize); - - -/** - * @brief Barycenter - * - * - * @param[in] in List of vectors - * @param[in] weights Weights of the vectors - * @param[out] out Barycenter - * @param[in] nbVectors Number of vectors - * @param[in] vecDim Dimension of space (vector dimension) - * @return None - * - */ -void arm_barycenter_f32(const float32_t *in - , const float32_t *weights - , float32_t *out - , uint32_t nbVectors - , uint32_t vecDim); - -/** - * @brief Euclidean distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ - -float32_t arm_euclidean_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Bray-Curtis distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_braycurtis_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Canberra distance between two vectors - * - * This function may divide by zero when samples pA[i] and pB[i] are both zero. - * The result of the computation will be correct. So the division per zero may be - * ignored. - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_canberra_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - - -/** - * @brief Chebyshev distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_chebyshev_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - - -/** - * @brief Cityblock (Manhattan) distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_cityblock_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Correlation distance between two vectors - * - * The input vectors are modified in place ! - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_correlation_distance_f32(float32_t *pA,float32_t *pB, uint32_t blockSize); - -/** - * @brief Cosine distance between two vectors - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ - -float32_t arm_cosine_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Jensen-Shannon distance between two vectors - * - * This function is assuming that elements of second vector are > 0 - * and 0 only when the corresponding element of first vector is 0. - * Otherwise the result of the computation does not make sense - * and for speed reasons, the cases returning NaN or Infinity are not - * managed. - * - * When the function is computing x log (x / y) with x 0 and y 0, - * it will compute the right value (0) but a division per zero will occur - * and shoudl be ignored in client code. - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ - -float32_t arm_jensenshannon_distance_f32(const float32_t *pA,const float32_t *pB,uint32_t blockSize); - -/** - * @brief Minkowski distance between two vectors - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] n Norm order (>= 2) - * @param[in] blockSize vector length - * @return distance - * - */ - - - -float32_t arm_minkowski_distance_f32(const float32_t *pA,const float32_t *pB, int32_t order, uint32_t blockSize); - -/** - * @brief Dice distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] order Distance order - * @param[in] blockSize Number of samples - * @return distance - * - */ - - -float32_t arm_dice_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Hamming distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_hamming_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Jaccard distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_jaccard_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Kulsinski distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_kulsinski_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Roger Stanimoto distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_rogerstanimoto_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Russell-Rao distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_russellrao_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Sokal-Michener distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_sokalmichener_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Sokal-Sneath distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_sokalsneath_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Yule distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_yule_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - - - /** - * @ingroup groupInterpolation - */ - - /** - * @defgroup BilinearInterpolate Bilinear Interpolation - * - * Bilinear interpolation is an extension of linear interpolation applied to a two dimensional grid. - * The underlying function f(x, y) is sampled on a regular grid and the interpolation process - * determines values between the grid points. - * Bilinear interpolation is equivalent to two step linear interpolation, first in the x-dimension and then in the y-dimension. - * Bilinear interpolation is often used in image processing to rescale images. - * The CMSIS DSP library provides bilinear interpolation functions for Q7, Q15, Q31, and floating-point data types. - * - * Algorithm - * \par - * The instance structure used by the bilinear interpolation functions describes a two dimensional data table. - * For floating-point, the instance structure is defined as: - * 
          -   *   typedef struct
-   *   {
-   *     uint16_t numRows;
-   *     uint16_t numCols;
-   *     float32_t *pData;
-   * } arm_bilinear_interp_instance_f32;
-   *
          - * - * \par - * where numRows specifies the number of rows in the table; - * numCols specifies the number of columns in the table; - * and pData points to an array of size numRows*numCols values. - * The data table pTable is organized in row order and the supplied data values fall on integer indexes. - * That is, table element (x,y) is located at pTable[x + y*numCols] where x and y are integers. - * - * \par - * Let (x, y) specify the desired interpolation point. Then define: - * 
          -   *     XF = floor(x)
-   *     YF = floor(y)
-   *
          - * \par - * The interpolated output point is computed as: - * 
          -   *  f(x, y) = f(XF, YF) * (1-(x-XF)) * (1-(y-YF))
-   *           + f(XF+1, YF) * (x-XF)*(1-(y-YF))
-   *           + f(XF, YF+1) * (1-(x-XF))*(y-YF)
-   *           + f(XF+1, YF+1) * (x-XF)*(y-YF)
-   *
          - * Note that the coordinates (x, y) contain integer and fractional components. - * The integer components specify which portion of the table to use while the - * fractional components control the interpolation processor. - * - * \par - * if (x,y) are outside of the table boundary, Bilinear interpolation returns zero output. - */ - - - /** - * @addtogroup BilinearInterpolate - * @{ - */ - - /** - * @brief Floating-point bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate. - * @param[in] Y interpolation coordinate. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE float32_t arm_bilinear_interp_f32( - const arm_bilinear_interp_instance_f32 * S, - float32_t X, - float32_t Y) - { - float32_t out; - float32_t f00, f01, f10, f11; - float32_t *pData = S->pData; - int32_t xIndex, yIndex, index; - float32_t xdiff, ydiff; - float32_t b1, b2, b3, b4; - - xIndex = (int32_t) X; - yIndex = (int32_t) Y; - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (xIndex < 0 || xIndex > (S->numCols - 2) || yIndex < 0 || yIndex > (S->numRows - 2)) - { - return (0); - } - - /* Calculation of index for two nearest points in X-direction */ - index = (xIndex ) + (yIndex ) * S->numCols; - - - /* Read two nearest points in X-direction */ - f00 = pData[index]; - f01 = pData[index + 1]; - - /* Calculation of index for two nearest points in Y-direction */ - index = (xIndex ) + (yIndex+1) * S->numCols; - - - /* Read two nearest points in Y-direction */ - f10 = pData[index]; - f11 = pData[index + 1]; - - /* Calculation of intermediate values */ - b1 = f00; - b2 = f01 - f00; - b3 = f10 - f00; - b4 = f00 - f01 - f10 + f11; - - /* Calculation of fractional part in X */ - xdiff = X - xIndex; - - /* Calculation of fractional part in Y */ - ydiff = Y - yIndex; - - /* Calculation of bi-linear interpolated output */ - out = b1 + b2 * xdiff + b3 * ydiff + b4 * xdiff * ydiff; - - /* return to application */ - return (out); - } - - - /** - * @brief Q31 bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate in 12.20 format. - * @param[in] Y interpolation coordinate in 12.20 format. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE q31_t arm_bilinear_interp_q31( - arm_bilinear_interp_instance_q31 * S, - q31_t X, - q31_t Y) - { - q31_t out; /* Temporary output */ - q31_t acc = 0; /* output */ - q31_t xfract, yfract; /* X, Y fractional parts */ - q31_t x1, x2, y1, y2; /* Nearest output values */ - int32_t rI, cI; /* Row and column indices */ - q31_t *pYData = S->pData; /* pointer to output table values */ - uint32_t nCols = S->numCols; /* num of rows */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - rI = ((X & (q31_t)0xFFF00000) >> 20); - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - cI = ((Y & (q31_t)0xFFF00000) >> 20); - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) - { - return (0); - } - - /* 20 bits for the fractional part */ - /* shift left xfract by 11 to keep 1.31 format */ - xfract = (X & 0x000FFFFF) << 11U; - - /* Read two nearest output values from the index */ - x1 = pYData[(rI) + (int32_t)nCols * (cI) ]; - x2 = pYData[(rI) + (int32_t)nCols * (cI) + 1]; - - /* 20 bits for the fractional part */ - /* shift left yfract by 11 to keep 1.31 format */ - yfract = (Y & 0x000FFFFF) << 11U; - - /* Read two nearest output values from the index */ - y1 = pYData[(rI) + (int32_t)nCols * (cI + 1) ]; - y2 = pYData[(rI) + (int32_t)nCols * (cI + 1) + 1]; - - /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 3.29(q29) format */ - out = ((q31_t) (((q63_t) x1 * (0x7FFFFFFF - xfract)) >> 32)); - acc = ((q31_t) (((q63_t) out * (0x7FFFFFFF - yfract)) >> 32)); - - /* x2 * (xfract) * (1-yfract) in 3.29(q29) and adding to acc */ - out = ((q31_t) ((q63_t) x2 * (0x7FFFFFFF - yfract) >> 32)); - acc += ((q31_t) ((q63_t) out * (xfract) >> 32)); - - /* y1 * (1 - xfract) * (yfract) in 3.29(q29) and adding to acc */ - out = ((q31_t) ((q63_t) y1 * (0x7FFFFFFF - xfract) >> 32)); - acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); - - /* y2 * (xfract) * (yfract) in 3.29(q29) and adding to acc */ - out = ((q31_t) ((q63_t) y2 * (xfract) >> 32)); - acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); - - /* Convert acc to 1.31(q31) format */ - return ((q31_t)(acc << 2)); - } - - - /** - * @brief Q15 bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate in 12.20 format. - * @param[in] Y interpolation coordinate in 12.20 format. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE q15_t arm_bilinear_interp_q15( - arm_bilinear_interp_instance_q15 * S, - q31_t X, - q31_t Y) - { - q63_t acc = 0; /* output */ - q31_t out; /* Temporary output */ - q15_t x1, x2, y1, y2; /* Nearest output values */ - q31_t xfract, yfract; /* X, Y fractional parts */ - int32_t rI, cI; /* Row and column indices */ - q15_t *pYData = S->pData; /* pointer to output table values */ - uint32_t nCols = S->numCols; /* num of rows */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - rI = ((X & (q31_t)0xFFF00000) >> 20); - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - cI = ((Y & (q31_t)0xFFF00000) >> 20); - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) - { - return (0); - } - - /* 20 bits for the fractional part */ - /* xfract should be in 12.20 format */ - xfract = (X & 0x000FFFFF); - - /* Read two nearest output values from the index */ - x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; - x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; - - /* 20 bits for the fractional part */ - /* yfract should be in 12.20 format */ - yfract = (Y & 0x000FFFFF); - - /* Read two nearest output values from the index */ - y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; - y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; - - /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 13.51 format */ - - /* x1 is in 1.15(q15), xfract in 12.20 format and out is in 13.35 format */ - /* convert 13.35 to 13.31 by right shifting and out is in 1.31 */ - out = (q31_t) (((q63_t) x1 * (0x0FFFFF - xfract)) >> 4U); - acc = ((q63_t) out * (0x0FFFFF - yfract)); - - /* x2 * (xfract) * (1-yfract) in 1.51 and adding to acc */ - out = (q31_t) (((q63_t) x2 * (0x0FFFFF - yfract)) >> 4U); - acc += ((q63_t) out * (xfract)); - - /* y1 * (1 - xfract) * (yfract) in 1.51 and adding to acc */ - out = (q31_t) (((q63_t) y1 * (0x0FFFFF - xfract)) >> 4U); - acc += ((q63_t) out * (yfract)); - - /* y2 * (xfract) * (yfract) in 1.51 and adding to acc */ - out = (q31_t) (((q63_t) y2 * (xfract)) >> 4U); - acc += ((q63_t) out * (yfract)); - - /* acc is in 13.51 format and down shift acc by 36 times */ - /* Convert out to 1.15 format */ - return ((q15_t)(acc >> 36)); - } - - - /** - * @brief Q7 bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate in 12.20 format. - * @param[in] Y interpolation coordinate in 12.20 format. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE q7_t arm_bilinear_interp_q7( - arm_bilinear_interp_instance_q7 * S, - q31_t X, - q31_t Y) - { - q63_t acc = 0; /* output */ - q31_t out; /* Temporary output */ - q31_t xfract, yfract; /* X, Y fractional parts */ - q7_t x1, x2, y1, y2; /* Nearest output values */ - int32_t rI, cI; /* Row and column indices */ - q7_t *pYData = S->pData; /* pointer to output table values */ - uint32_t nCols = S->numCols; /* num of rows */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - rI = ((X & (q31_t)0xFFF00000) >> 20); - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - cI = ((Y & (q31_t)0xFFF00000) >> 20); - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) - { - return (0); - } - - /* 20 bits for the fractional part */ - /* xfract should be in 12.20 format */ - xfract = (X & (q31_t)0x000FFFFF); - - /* Read two nearest output values from the index */ - x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; - x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; - - /* 20 bits for the fractional part */ - /* yfract should be in 12.20 format */ - yfract = (Y & (q31_t)0x000FFFFF); - - /* Read two nearest output values from the index */ - y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; - y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; - - /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 16.47 format */ - out = ((x1 * (0xFFFFF - xfract))); - acc = (((q63_t) out * (0xFFFFF - yfract))); - - /* x2 * (xfract) * (1-yfract) in 2.22 and adding to acc */ - out = ((x2 * (0xFFFFF - yfract))); - acc += (((q63_t) out * (xfract))); - - /* y1 * (1 - xfract) * (yfract) in 2.22 and adding to acc */ - out = ((y1 * (0xFFFFF - xfract))); - acc += (((q63_t) out * (yfract))); - - /* y2 * (xfract) * (yfract) in 2.22 and adding to acc */ - out = ((y2 * (yfract))); - acc += (((q63_t) out * (xfract))); - - /* acc in 16.47 format and down shift by 40 to convert to 1.7 format */ - return ((q7_t)(acc >> 40)); - } - - /** - * @} end of BilinearInterpolate group - */ - - -/* SMMLAR */ -#define multAcc_32x32_keep32_R(a, x, y) \ - a = (q31_t) (((((q63_t) a) << 32) + ((q63_t) x * y) + 0x80000000LL ) >> 32) - -/* SMMLSR */ -#define multSub_32x32_keep32_R(a, x, y) \ - a = (q31_t) (((((q63_t) a) << 32) - ((q63_t) x * y) + 0x80000000LL ) >> 32) - -/* SMMULR */ -#define mult_32x32_keep32_R(a, x, y) \ - a = (q31_t) (((q63_t) x * y + 0x80000000LL ) >> 32) - -/* SMMLA */ -#define multAcc_32x32_keep32(a, x, y) \ - a += (q31_t) (((q63_t) x * y) >> 32) - -/* SMMLS */ -#define multSub_32x32_keep32(a, x, y) \ - a -= (q31_t) (((q63_t) x * y) >> 32) - -/* SMMUL */ -#define mult_32x32_keep32(a, x, y) \ - a = (q31_t) (((q63_t) x * y ) >> 32) - - -#if defined ( __CC_ARM ) - /* Enter low optimization region - place directly above function definition */ - #if defined( __ARM_ARCH_7EM__ ) - #define LOW_OPTIMIZATION_ENTER \ - _Pragma ("push") \ - _Pragma ("O1") - #else - #define LOW_OPTIMIZATION_ENTER - #endif - - /* Exit low optimization region - place directly after end of function definition */ - #if defined ( __ARM_ARCH_7EM__ ) - #define LOW_OPTIMIZATION_EXIT \ - _Pragma ("pop") - #else - #define LOW_OPTIMIZATION_EXIT - #endif - - /* Enter low optimization region - place directly above function definition */ - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - - /* Exit low optimization region - place directly after end of function definition */ - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined (__ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __GNUC__ ) - #define LOW_OPTIMIZATION_ENTER \ - __attribute__(( optimize("-O1") )) - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __ICCARM__ ) - /* Enter low optimization region - place directly above function definition */ - #if defined ( __ARM_ARCH_7EM__ ) - #define LOW_OPTIMIZATION_ENTER \ - _Pragma ("optimize=low") - #else - #define LOW_OPTIMIZATION_ENTER - #endif - - /* Exit low optimization region - place directly after end of function definition */ - #define LOW_OPTIMIZATION_EXIT - - /* Enter low optimization region - place directly above function definition */ - #if defined ( __ARM_ARCH_7EM__ ) - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER \ - _Pragma ("optimize=low") - #else - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #endif - - /* Exit low optimization region - place directly after end of function definition */ - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __TI_ARM__ ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __CSMC__ ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __TASKING__ ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT -#endif - - - -/* Compiler specific diagnostic adjustment */ -#if defined ( __CC_ARM ) - -#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - -#elif defined ( __GNUC__ ) -#pragma GCC diagnostic pop - -#elif defined ( __ICCARM__ ) - -#elif defined ( __TI_ARM__ ) - -#elif defined ( __CSMC__ ) - -#elif defined ( __TASKING__ ) - -#elif defined ( _MSC_VER ) - -#else - #error Unknown compiler -#endif - -#ifdef __cplusplus -} -#endif - - -#endif /* _ARM_MATH_H */ - -/** - * - * End of file. - */ diff --git 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            - * CMSIS-DSP in ARM::CMSIS Pack - * ----------------------------- - * - * The following files relevant to CMSIS-DSP are present in the ARM::CMSIS Pack directories: - * |File/Folder |Content | - * |---------------------------------|------------------------------------------------------------------------| - * |\b CMSIS\\Documentation\\DSP | This documentation | - * |\b CMSIS\\DSP\\DSP_Lib_TestSuite | DSP_Lib test suite | - * |\b CMSIS\\DSP\\Examples | Example projects demonstrating the usage of the library functions | - * |\b CMSIS\\DSP\\Include | DSP_Lib include files | - * |\b CMSIS\\DSP\\Lib | DSP_Lib binaries | - * |\b CMSIS\\DSP\\Projects | Projects to rebuild DSP_Lib binaries | - * |\b CMSIS\\DSP\\Source | DSP_Lib source files | - * - *
            - * Revision History of CMSIS-DSP - * ------------ - * Please refer to \ref ChangeLog_pg. - */ - - -/** - * @defgroup groupMath Basic Math Functions - */ - -/** - * @defgroup groupFastMath Fast Math Functions - * This set of functions provides a fast approximation to sine, cosine, and square root. - * As compared to most of the other functions in the CMSIS math library, the fast math functions - * operate on individual values and not arrays. - * There are separate functions for Q15, Q31, and floating-point data. - * - */ - -/** - * @defgroup groupCmplxMath Complex Math Functions - * This set of functions operates on complex data vectors. - * The data in the complex arrays is stored in an interleaved fashion - * (real, imag, real, imag, ...). - * In the API functions, the number of samples in a complex array refers - * to the number of complex values; the array contains twice this number of - * real values. - */ - -/** - * @defgroup groupFilters Filtering Functions - */ - -/** - * @defgroup groupMatrix Matrix Functions - * - * This set of functions provides basic matrix math operations. - * The functions operate on matrix data structures. For example, - * the type - * definition for the floating-point matrix structure is shown - * below: - * 
            - *     typedef struct
- *     {
- *       uint16_t numRows;     // number of rows of the matrix.
- *       uint16_t numCols;     // number of columns of the matrix.
- *       float32_t *pData;     // points to the data of the matrix.
- *     } arm_matrix_instance_f32;
- *
            - * There are similar definitions for Q15 and Q31 data types. - * - * The structure specifies the size of the matrix and then points to - * an array of data. The array is of size numRows X numCols - * and the values are arranged in row order. That is, the - * matrix element (i, j) is stored at: - * 
            - *     pData[i*numCols + j]
- *
            - * - * \par Init Functions - * There is an associated initialization function for each type of matrix - * data structure. - * The initialization function sets the values of the internal structure fields. - * Refer to \ref arm_mat_init_f32(), \ref arm_mat_init_q31() and \ref arm_mat_init_q15() - * for floating-point, Q31 and Q15 types, respectively. - * - * \par - * Use of the initialization function is optional. However, if initialization function is used - * then the instance structure cannot be placed into a const data section. - * To place the instance structure in a const data - * section, manually initialize the data structure. For example: - * 
            - * arm_matrix_instance_f32 S = {nRows, nColumns, pData};
- * arm_matrix_instance_q31 S = {nRows, nColumns, pData};
- * arm_matrix_instance_q15 S = {nRows, nColumns, pData};
- *
            - * where nRows specifies the number of rows, nColumns - * specifies the number of columns, and pData points to the - * data array. - * - * \par Size Checking - * By default all of the matrix functions perform size checking on the input and - * output matrices. For example, the matrix addition function verifies that the - * two input matrices and the output matrix all have the same number of rows and - * columns. If the size check fails the functions return: - * 
            - *     ARM_MATH_SIZE_MISMATCH
- *
            - * Otherwise the functions return - * 
            - *     ARM_MATH_SUCCESS
- *
            - * There is some overhead associated with this matrix size checking. - * The matrix size checking is enabled via the \#define - * 
            - *     ARM_MATH_MATRIX_CHECK
- *
            - * within the library project settings. By default this macro is defined - * and size checking is enabled. By changing the project settings and - * undefining this macro size checking is eliminated and the functions - * run a bit faster. With size checking disabled the functions always - * return ARM_MATH_SUCCESS. - */ - -/** - * @defgroup groupTransforms Transform Functions - */ - -/** - * @defgroup groupController Controller Functions - */ - -/** - * @defgroup groupStats Statistics Functions - */ - -/** - * @defgroup groupSupport Support Functions - */ - -/** - * @defgroup groupInterpolation Interpolation Functions - * These functions perform 1- and 2-dimensional interpolation of data. - * Linear interpolation is used for 1-dimensional data and - * bilinear interpolation is used for 2-dimensional data. - */ - -/** - * @defgroup groupExamples Examples - */ - -/** - * @defgroup groupSVM SVM Functions - * This set of functions is implementing SVM classification on 2 classes. - * The training must be done from scikit-learn. The parameters can be easily - * generated from the scikit-learn object. Some examples are given in - * DSP/Testing/PatternGeneration/SVM.py - * - * If more than 2 classes are needed, the functions in this folder - * will have to be used, as building blocks, to do multi-class classification. - * - * No multi-class classification is provided in this SVM folder. - * - */ - - -/** - * @defgroup groupBayes Bayesian estimators - * - * Implement the naive gaussian Bayes estimator. - * The training must be done from scikit-learn. - * - * The parameters can be easily - * generated from the scikit-learn object. Some examples are given in - * DSP/Testing/PatternGeneration/Bayes.py - */ - -/** - * @defgroup groupDistance Distance functions - * - * Distance functions for use with clustering algorithms. - * There are distance functions for float vectors and boolean vectors. - * - */ - - -#ifndef _ARM_MATH_H -#define _ARM_MATH_H - -#ifdef __cplusplus -extern "C" -{ -#endif - -/* Compiler specific diagnostic adjustment */ -#if defined ( __CC_ARM ) - -#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - -#elif defined ( __GNUC__ ) - #pragma GCC diagnostic push - #pragma GCC diagnostic ignored "-Wsign-conversion" - #pragma GCC diagnostic ignored "-Wconversion" - #pragma GCC diagnostic ignored "-Wunused-parameter" - -#elif defined ( __ICCARM__ ) - -#elif defined ( __TI_ARM__ ) - -#elif defined ( __CSMC__ ) - -#elif defined ( __TASKING__ ) - -#elif defined ( _MSC_VER ) - -#else - #error Unknown compiler -#endif - - -/* Included for instrinsics definitions */ -#if defined (_MSC_VER ) -#include -#define __STATIC_FORCEINLINE static __forceinline -#define __STATIC_INLINE static __inline -#define __ALIGNED(x) __declspec(align(x)) - -#elif defined (__GNUC_PYTHON__) -#include -#define __ALIGNED(x) __attribute__((aligned(x))) -#define __STATIC_FORCEINLINE static __attribute__((inline)) -#define __STATIC_INLINE static __attribute__((inline)) -#pragma GCC diagnostic ignored "-Wunused-function" -#pragma GCC diagnostic ignored "-Wattributes" - -#else -#include "cmsis_compiler.h" -#endif - - - -#include -#include -#include -#include - - -#define F64_MAX ((float64_t)DBL_MAX) -#define F32_MAX ((float32_t)FLT_MAX) - -#if defined(ARM_MATH_FLOAT16) -#define F16_MAX ((float16_t)FLT_MAX) -#endif - -#define F64_MIN (-DBL_MAX) -#define F32_MIN (-FLT_MAX) - -#if defined(ARM_MATH_FLOAT16) -#define F16_MIN (-(float16_t)FLT_MAX) -#endif - -#define F64_ABSMAX ((float64_t)DBL_MAX) -#define F32_ABSMAX ((float32_t)FLT_MAX) - -#if defined(ARM_MATH_FLOAT16) -#define F16_ABSMAX ((float16_t)FLT_MAX) -#endif - -#define F64_ABSMIN ((float64_t)0.0) -#define F32_ABSMIN ((float32_t)0.0) - -#if defined(ARM_MATH_FLOAT16) -#define F16_ABSMIN ((float16_t)0.0) -#endif - -#define Q31_MAX ((q31_t)(0x7FFFFFFFL)) -#define Q15_MAX ((q15_t)(0x7FFF)) -#define Q7_MAX ((q7_t)(0x7F)) -#define Q31_MIN ((q31_t)(0x80000000L)) -#define Q15_MIN ((q15_t)(0x8000)) -#define Q7_MIN ((q7_t)(0x80)) - -#define Q31_ABSMAX ((q31_t)(0x7FFFFFFFL)) -#define Q15_ABSMAX ((q15_t)(0x7FFF)) -#define Q7_ABSMAX ((q7_t)(0x7F)) -#define Q31_ABSMIN ((q31_t)0) -#define Q15_ABSMIN ((q15_t)0) -#define Q7_ABSMIN ((q7_t)0) - -/* evaluate ARM DSP feature */ -#if (defined (__ARM_FEATURE_DSP) && (__ARM_FEATURE_DSP == 1)) - #define ARM_MATH_DSP 1 -#endif - -#if defined(ARM_MATH_NEON) -#include -#endif - -#if defined (ARM_MATH_HELIUM) - #define ARM_MATH_MVEF - #define ARM_MATH_FLOAT16 -#endif - -#if defined (ARM_MATH_MVEF) - #define ARM_MATH_MVEI - #define ARM_MATH_FLOAT16 -#endif - -#if defined (ARM_MATH_HELIUM) || defined(ARM_MATH_MVEF) || defined(ARM_MATH_MVEI) -#include -#endif - - - /** - * @brief Macros required for reciprocal calculation in Normalized LMS - */ - -#define DELTA_Q31 ((q31_t)(0x100)) -#define DELTA_Q15 ((q15_t)0x5) -#define INDEX_MASK 0x0000003F -#ifndef PI - #define PI 3.14159265358979f -#endif - - /** - * @brief Macros required for SINE and COSINE Fast math approximations - */ - -#define FAST_MATH_TABLE_SIZE 512 -#define FAST_MATH_Q31_SHIFT (32 - 10) -#define FAST_MATH_Q15_SHIFT (16 - 10) -#define CONTROLLER_Q31_SHIFT (32 - 9) -#define TABLE_SPACING_Q31 0x400000 -#define TABLE_SPACING_Q15 0x80 - - /** - * @brief Macros required for SINE and COSINE Controller functions - */ - /* 1.31(q31) Fixed value of 2/360 */ - /* -1 to +1 is divided into 360 values so total spacing is (2/360) */ -#define INPUT_SPACING 0xB60B61 - - /** - * @brief Macros for complex numbers - */ - - /* Dimension C vector space */ - #define CMPLX_DIM 2 - - /** - * @brief Error status returned by some functions in the library. - */ - - typedef enum - { - ARM_MATH_SUCCESS = 0, /**< No error */ - ARM_MATH_ARGUMENT_ERROR = -1, /**< One or more arguments are incorrect */ - ARM_MATH_LENGTH_ERROR = -2, /**< Length of data buffer is incorrect */ - ARM_MATH_SIZE_MISMATCH = -3, /**< Size of matrices is not compatible with the operation */ - ARM_MATH_NANINF = -4, /**< Not-a-number (NaN) or infinity is generated */ - ARM_MATH_SINGULAR = -5, /**< Input matrix is singular and cannot be inverted */ - ARM_MATH_TEST_FAILURE = -6 /**< Test Failed */ - } arm_status; - - /** - * @brief 8-bit fractional data type in 1.7 format. - */ - typedef int8_t q7_t; - - /** - * @brief 16-bit fractional data type in 1.15 format. - */ - typedef int16_t q15_t; - - /** - * @brief 32-bit fractional data type in 1.31 format. - */ - typedef int32_t q31_t; - - /** - * @brief 64-bit fractional data type in 1.63 format. - */ - typedef int64_t q63_t; - - /** - * @brief 32-bit floating-point type definition. - */ - typedef float float32_t; - - /** - * @brief 64-bit floating-point type definition. - */ - typedef double float64_t; - - /** - * @brief vector types - */ -#if defined(ARM_MATH_NEON) || defined (ARM_MATH_MVEI) - /** - * @brief 64-bit fractional 128-bit vector data type in 1.63 format - */ - typedef int64x2_t q63x2_t; - - /** - * @brief 32-bit fractional 128-bit vector data type in 1.31 format. - */ - typedef int32x4_t q31x4_t; - - /** - * @brief 16-bit fractional 128-bit vector data type with 16-bit alignement in 1.15 format. - */ - typedef __ALIGNED(2) int16x8_t q15x8_t; - - /** - * @brief 8-bit fractional 128-bit vector data type with 8-bit alignement in 1.7 format. - */ - typedef __ALIGNED(1) int8x16_t q7x16_t; - - /** - * @brief 32-bit fractional 128-bit vector pair data type in 1.31 format. - */ - typedef int32x4x2_t q31x4x2_t; - - /** - * @brief 32-bit fractional 128-bit vector quadruplet data type in 1.31 format. - */ - typedef int32x4x4_t q31x4x4_t; - - /** - * @brief 16-bit fractional 128-bit vector pair data type in 1.15 format. - */ - typedef int16x8x2_t q15x8x2_t; - - /** - * @brief 16-bit fractional 128-bit vector quadruplet data type in 1.15 format. - */ - typedef int16x8x4_t q15x8x4_t; - - /** - * @brief 8-bit fractional 128-bit vector pair data type in 1.7 format. - */ - typedef int8x16x2_t q7x16x2_t; - - /** - * @brief 8-bit fractional 128-bit vector quadruplet data type in 1.7 format. - */ - typedef int8x16x4_t q7x16x4_t; - - /** - * @brief 32-bit fractional data type in 9.23 format. - */ - typedef int32_t q23_t; - - /** - * @brief 32-bit fractional 128-bit vector data type in 9.23 format. - */ - typedef int32x4_t q23x4_t; - - /** - * @brief 64-bit status 128-bit vector data type. - */ - typedef int64x2_t status64x2_t; - - /** - * @brief 32-bit status 128-bit vector data type. - */ - typedef int32x4_t status32x4_t; - - /** - * @brief 16-bit status 128-bit vector data type. - */ - typedef int16x8_t status16x8_t; - - /** - * @brief 8-bit status 128-bit vector data type. - */ - typedef int8x16_t status8x16_t; - - -#endif - -#if defined(ARM_MATH_NEON) || defined(ARM_MATH_MVEF) /* floating point vector*/ - /** - * @brief 32-bit floating-point 128-bit vector type - */ - typedef float32x4_t f32x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 128-bit vector data type - */ - typedef __ALIGNED(2) float16x8_t f16x8_t; -#endif - - /** - * @brief 32-bit floating-point 128-bit vector pair data type - */ - typedef float32x4x2_t f32x4x2_t; - - /** - * @brief 32-bit floating-point 128-bit vector quadruplet data type - */ - typedef float32x4x4_t f32x4x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 128-bit vector pair data type - */ - typedef float16x8x2_t f16x8x2_t; - - /** - * @brief 16-bit floating-point 128-bit vector quadruplet data type - */ - typedef float16x8x4_t f16x8x4_t; -#endif - - /** - * @brief 32-bit ubiquitous 128-bit vector data type - */ - typedef union _any32x4_t - { - float32x4_t f; - int32x4_t i; - } any32x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit ubiquitous 128-bit vector data type - */ - typedef union _any16x8_t - { - float16x8_t f; - int16x8_t i; - } any16x8_t; -#endif - -#endif - -#if defined(ARM_MATH_NEON) - /** - * @brief 32-bit fractional 64-bit vector data type in 1.31 format. - */ - typedef int32x2_t q31x2_t; - - /** - * @brief 16-bit fractional 64-bit vector data type in 1.15 format. - */ - typedef __ALIGNED(2) int16x4_t q15x4_t; - - /** - * @brief 8-bit fractional 64-bit vector data type in 1.7 format. - */ - typedef __ALIGNED(1) int8x8_t q7x8_t; - - /** - * @brief 32-bit float 64-bit vector data type. - */ - typedef float32x2_t f32x2_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit float 64-bit vector data type. - */ - typedef __ALIGNED(2) float16x4_t f16x4_t; -#endif - - /** - * @brief 32-bit floating-point 128-bit vector triplet data type - */ - typedef float32x4x3_t f32x4x3_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 128-bit vector triplet data type - */ - typedef float16x8x3_t f16x8x3_t; -#endif - - /** - * @brief 32-bit fractional 128-bit vector triplet data type in 1.31 format - */ - typedef int32x4x3_t q31x4x3_t; - - /** - * @brief 16-bit fractional 128-bit vector triplet data type in 1.15 format - */ - typedef int16x8x3_t q15x8x3_t; - - /** - * @brief 8-bit fractional 128-bit vector triplet data type in 1.7 format - */ - typedef int8x16x3_t q7x16x3_t; - - /** - * @brief 32-bit floating-point 64-bit vector pair data type - */ - typedef float32x2x2_t f32x2x2_t; - - /** - * @brief 32-bit floating-point 64-bit vector triplet data type - */ - typedef float32x2x3_t f32x2x3_t; - - /** - * @brief 32-bit floating-point 64-bit vector quadruplet data type - */ - typedef float32x2x4_t f32x2x4_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit floating-point 64-bit vector pair data type - */ - typedef float16x4x2_t f16x4x2_t; - - /** - * @brief 16-bit floating-point 64-bit vector triplet data type - */ - typedef float16x4x3_t f16x4x3_t; - - /** - * @brief 16-bit floating-point 64-bit vector quadruplet data type - */ - typedef float16x4x4_t f16x4x4_t; -#endif - - /** - * @brief 32-bit fractional 64-bit vector pair data type in 1.31 format - */ - typedef int32x2x2_t q31x2x2_t; - - /** - * @brief 32-bit fractional 64-bit vector triplet data type in 1.31 format - */ - typedef int32x2x3_t q31x2x3_t; - - /** - * @brief 32-bit fractional 64-bit vector quadruplet data type in 1.31 format - */ - typedef int32x4x3_t q31x2x4_t; - - /** - * @brief 16-bit fractional 64-bit vector pair data type in 1.15 format - */ - typedef int16x4x2_t q15x4x2_t; - - /** - * @brief 16-bit fractional 64-bit vector triplet data type in 1.15 format - */ - typedef int16x4x2_t q15x4x3_t; - - /** - * @brief 16-bit fractional 64-bit vector quadruplet data type in 1.15 format - */ - typedef int16x4x3_t q15x4x4_t; - - /** - * @brief 8-bit fractional 64-bit vector pair data type in 1.7 format - */ - typedef int8x8x2_t q7x8x2_t; - - /** - * @brief 8-bit fractional 64-bit vector triplet data type in 1.7 format - */ - typedef int8x8x3_t q7x8x3_t; - - /** - * @brief 8-bit fractional 64-bit vector quadruplet data type in 1.7 format - */ - typedef int8x8x4_t q7x8x4_t; - - /** - * @brief 32-bit ubiquitous 64-bit vector data type - */ - typedef union _any32x2_t - { - float32x2_t f; - int32x2_t i; - } any32x2_t; - -#if defined(ARM_MATH_FLOAT16) - /** - * @brief 16-bit ubiquitous 64-bit vector data type - */ - typedef union _any16x4_t - { - float16x4_t f; - int16x4_t i; - } any16x4_t; -#endif - - /** - * @brief 32-bit status 64-bit vector data type. - */ - typedef int32x4_t status32x2_t; - - /** - * @brief 16-bit status 64-bit vector data type. - */ - typedef int16x8_t status16x4_t; - - /** - * @brief 8-bit status 64-bit vector data type. - */ - typedef int8x16_t status8x8_t; - -#endif - - - -/** - @brief definition to read/write two 16 bit values. - @deprecated - */ -#if defined ( __CC_ARM ) - #define __SIMD32_TYPE int32_t __packed -#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - #define __SIMD32_TYPE int32_t -#elif defined ( __GNUC__ ) - #define __SIMD32_TYPE int32_t -#elif defined ( __ICCARM__ ) - #define __SIMD32_TYPE int32_t __packed -#elif defined ( __TI_ARM__ ) - #define __SIMD32_TYPE int32_t -#elif defined ( __CSMC__ ) - #define __SIMD32_TYPE int32_t -#elif defined ( __TASKING__ ) - #define __SIMD32_TYPE __un(aligned) int32_t -#elif defined(_MSC_VER ) - #define __SIMD32_TYPE int32_t -#else - #error Unknown compiler -#endif - -#define __SIMD32(addr) (*(__SIMD32_TYPE **) & (addr)) -#define __SIMD32_CONST(addr) ( (__SIMD32_TYPE * ) (addr)) -#define _SIMD32_OFFSET(addr) (*(__SIMD32_TYPE * ) (addr)) -#define __SIMD64(addr) (*( int64_t **) & (addr)) - -#define STEP(x) (x) <= 0 ? 0 : 1 -#define SQ(x) ((x) * (x)) - -/* SIMD replacement */ - - -/** - @brief Read 2 Q15 from Q15 pointer. - @param[in] pQ15 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q15x2 ( - q15_t * pQ15) -{ - q31_t val; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, pQ15, 4); -#else - val = (pQ15[1] << 16) | (pQ15[0] & 0x0FFFF) ; -#endif - - return (val); -} - -/** - @brief Read 2 Q15 from Q15 pointer and increment pointer afterwards. - @param[in] pQ15 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q15x2_ia ( - q15_t ** pQ15) -{ - q31_t val; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ15, 4); -#else - val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); -#endif - - *pQ15 += 2; - return (val); -} - -/** - @brief Read 2 Q15 from Q15 pointer and decrement pointer afterwards. - @param[in] pQ15 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q15x2_da ( - q15_t ** pQ15) -{ - q31_t val; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ15, 4); -#else - val = ((*pQ15)[1] << 16) | ((*pQ15)[0] & 0x0FFFF); -#endif - - *pQ15 -= 2; - return (val); -} - -/** - @brief Write 2 Q15 to Q15 pointer and increment pointer afterwards. - @param[in] pQ15 points to input value - @param[in] value Q31 value - @return none - */ -__STATIC_FORCEINLINE void write_q15x2_ia ( - q15_t ** pQ15, - q31_t value) -{ - q31_t val = value; -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (*pQ15, &val, 4); -#else - (*pQ15)[0] = (val & 0x0FFFF); - (*pQ15)[1] = (val >> 16) & 0x0FFFF; -#endif - - *pQ15 += 2; -} - -/** - @brief Write 2 Q15 to Q15 pointer. - @param[in] pQ15 points to input value - @param[in] value Q31 value - @return none - */ -__STATIC_FORCEINLINE void write_q15x2 ( - q15_t * pQ15, - q31_t value) -{ - q31_t val = value; - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (pQ15, &val, 4); -#else - pQ15[0] = val & 0x0FFFF; - pQ15[1] = val >> 16; -#endif -} - - -/** - @brief Read 4 Q7 from Q7 pointer and increment pointer afterwards. - @param[in] pQ7 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q7x4_ia ( - q7_t ** pQ7) -{ - q31_t val; - - -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ7, 4); -#else - val =(((*pQ7)[3] & 0x0FF) << 24) | (((*pQ7)[2] & 0x0FF) << 16) | (((*pQ7)[1] & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); -#endif - - *pQ7 += 4; - - return (val); -} - -/** - @brief Read 4 Q7 from Q7 pointer and decrement pointer afterwards. - @param[in] pQ7 points to input value - @return Q31 value - */ -__STATIC_FORCEINLINE q31_t read_q7x4_da ( - q7_t ** pQ7) -{ - q31_t val; -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (&val, *pQ7, 4); -#else - val = ((((*pQ7)[3]) & 0x0FF) << 24) | ((((*pQ7)[2]) & 0x0FF) << 16) | ((((*pQ7)[1]) & 0x0FF) << 8) | ((*pQ7)[0] & 0x0FF); -#endif - *pQ7 -= 4; - - return (val); -} - -/** - @brief Write 4 Q7 to Q7 pointer and increment pointer afterwards. - @param[in] pQ7 points to input value - @param[in] value Q31 value - @return none - */ -__STATIC_FORCEINLINE void write_q7x4_ia ( - q7_t ** pQ7, - q31_t value) -{ - q31_t val = value; -#ifdef __ARM_FEATURE_UNALIGNED - memcpy (*pQ7, &val, 4); -#else - (*pQ7)[0] = val & 0x0FF; - (*pQ7)[1] = (val >> 8) & 0x0FF; - (*pQ7)[2] = (val >> 16) & 0x0FF; - (*pQ7)[3] = (val >> 24) & 0x0FF; - -#endif - *pQ7 += 4; -} - -/* - -Normally those kind of definitions are in a compiler file -in Core or Core_A. - -But for MSVC compiler it is a bit special. The goal is very specific -to CMSIS-DSP and only to allow the use of this library from other -systems like Python or Matlab. - -MSVC is not going to be used to cross-compile to ARM. So, having a MSVC -compiler file in Core or Core_A would not make sense. - -*/ -#if defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) - __STATIC_FORCEINLINE uint8_t __CLZ(uint32_t data) - { - if (data == 0U) { return 32U; } - - uint32_t count = 0U; - uint32_t mask = 0x80000000U; - - while ((data & mask) == 0U) - { - count += 1U; - mask = mask >> 1U; - } - return count; - } - - __STATIC_FORCEINLINE int32_t __SSAT(int32_t val, uint32_t sat) - { - if ((sat >= 1U) && (sat <= 32U)) - { - const int32_t max = (int32_t)((1U << (sat - 1U)) - 1U); - const int32_t min = -1 - max ; - if (val > max) - { - return max; - } - else if (val < min) - { - return min; - } - } - return val; - } - - __STATIC_FORCEINLINE uint32_t __USAT(int32_t val, uint32_t sat) - { - if (sat <= 31U) - { - const uint32_t max = ((1U << sat) - 1U); - if (val > (int32_t)max) - { - return max; - } - else if (val < 0) - { - return 0U; - } - } - return (uint32_t)val; - } -#endif - -#ifndef ARM_MATH_DSP - /** - * @brief definition to pack two 16 bit values. - */ - #define __PKHBT(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0x0000FFFF) | \ - (((int32_t)(ARG2) << ARG3) & (int32_t)0xFFFF0000) ) - #define __PKHTB(ARG1, ARG2, ARG3) ( (((int32_t)(ARG1) << 0) & (int32_t)0xFFFF0000) | \ - (((int32_t)(ARG2) >> ARG3) & (int32_t)0x0000FFFF) ) -#endif - - /** - * @brief definition to pack four 8 bit values. - */ -#ifndef ARM_MATH_BIG_ENDIAN - #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v0) << 0) & (int32_t)0x000000FF) | \ - (((int32_t)(v1) << 8) & (int32_t)0x0000FF00) | \ - (((int32_t)(v2) << 16) & (int32_t)0x00FF0000) | \ - (((int32_t)(v3) << 24) & (int32_t)0xFF000000) ) -#else - #define __PACKq7(v0,v1,v2,v3) ( (((int32_t)(v3) << 0) & (int32_t)0x000000FF) | \ - (((int32_t)(v2) << 8) & (int32_t)0x0000FF00) | \ - (((int32_t)(v1) << 16) & (int32_t)0x00FF0000) | \ - (((int32_t)(v0) << 24) & (int32_t)0xFF000000) ) -#endif - - - /** - * @brief Clips Q63 to Q31 values. - */ - __STATIC_FORCEINLINE q31_t clip_q63_to_q31( - q63_t x) - { - return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? - ((0x7FFFFFFF ^ ((q31_t) (x >> 63)))) : (q31_t) x; - } - - /** - * @brief Clips Q63 to Q15 values. - */ - __STATIC_FORCEINLINE q15_t clip_q63_to_q15( - q63_t x) - { - return ((q31_t) (x >> 32) != ((q31_t) x >> 31)) ? - ((0x7FFF ^ ((q15_t) (x >> 63)))) : (q15_t) (x >> 15); - } - - /** - * @brief Clips Q31 to Q7 values. - */ - __STATIC_FORCEINLINE q7_t clip_q31_to_q7( - q31_t x) - { - return ((q31_t) (x >> 24) != ((q31_t) x >> 23)) ? - ((0x7F ^ ((q7_t) (x >> 31)))) : (q7_t) x; - } - - /** - * @brief Clips Q31 to Q15 values. - */ - __STATIC_FORCEINLINE q15_t clip_q31_to_q15( - q31_t x) - { - return ((q31_t) (x >> 16) != ((q31_t) x >> 15)) ? - ((0x7FFF ^ ((q15_t) (x >> 31)))) : (q15_t) x; - } - - /** - * @brief Multiplies 32 X 64 and returns 32 bit result in 2.30 format. - */ - __STATIC_FORCEINLINE q63_t mult32x64( - q63_t x, - q31_t y) - { - return ((((q63_t) (x & 0x00000000FFFFFFFF) * y) >> 32) + - (((q63_t) (x >> 32) * y) ) ); - } - - /** - * @brief Function to Calculates 1/in (reciprocal) value of Q31 Data type. - */ - __STATIC_FORCEINLINE uint32_t arm_recip_q31( - q31_t in, - q31_t * dst, - const q31_t * pRecipTable) - { - q31_t out; - uint32_t tempVal; - uint32_t index, i; - uint32_t signBits; - - if (in > 0) - { - signBits = ((uint32_t) (__CLZ( in) - 1)); - } - else - { - signBits = ((uint32_t) (__CLZ(-in) - 1)); - } - - /* Convert input sample to 1.31 format */ - in = (in << signBits); - - /* calculation of index for initial approximated Val */ - index = (uint32_t)(in >> 24); - index = (index & INDEX_MASK); - - /* 1.31 with exp 1 */ - out = pRecipTable[index]; - - /* calculation of reciprocal value */ - /* running approximation for two iterations */ - for (i = 0U; i < 2U; i++) - { - tempVal = (uint32_t) (((q63_t) in * out) >> 31); - tempVal = 0x7FFFFFFFu - tempVal; - /* 1.31 with exp 1 */ - /* out = (q31_t) (((q63_t) out * tempVal) >> 30); */ - out = clip_q63_to_q31(((q63_t) out * tempVal) >> 30); - } - - /* write output */ - *dst = out; - - /* return num of signbits of out = 1/in value */ - return (signBits + 1U); - } - - - /** - * @brief Function to Calculates 1/in (reciprocal) value of Q15 Data type. - */ - __STATIC_FORCEINLINE uint32_t arm_recip_q15( - q15_t in, - q15_t * dst, - const q15_t * pRecipTable) - { - q15_t out = 0; - uint32_t tempVal = 0; - uint32_t index = 0, i = 0; - uint32_t signBits = 0; - - if (in > 0) - { - signBits = ((uint32_t)(__CLZ( in) - 17)); - } - else - { - signBits = ((uint32_t)(__CLZ(-in) - 17)); - } - - /* Convert input sample to 1.15 format */ - in = (in << signBits); - - /* calculation of index for initial approximated Val */ - index = (uint32_t)(in >> 8); - index = (index & INDEX_MASK); - - /* 1.15 with exp 1 */ - out = pRecipTable[index]; - - /* calculation of reciprocal value */ - /* running approximation for two iterations */ - for (i = 0U; i < 2U; i++) - { - tempVal = (uint32_t) (((q31_t) in * out) >> 15); - tempVal = 0x7FFFu - tempVal; - /* 1.15 with exp 1 */ - out = (q15_t) (((q31_t) out * tempVal) >> 14); - /* out = clip_q31_to_q15(((q31_t) out * tempVal) >> 14); */ - } - - /* write output */ - *dst = out; - - /* return num of signbits of out = 1/in value */ - return (signBits + 1); - } - -/** - * @brief Integer exponentiation - * @param[in] x value - * @param[in] nb integer exponent >= 1 - * @return x^nb - * - */ -__STATIC_INLINE float32_t arm_exponent_f32(float32_t x, int32_t nb) -{ - float32_t r = x; - nb --; - while(nb > 0) - { - r = r * x; - nb--; - } - return(r); -} - -/** - * @brief 64-bit to 32-bit unsigned normalization - * @param[in] in is input unsigned long long value - * @param[out] normalized is the 32-bit normalized value - * @param[out] norm is norm scale - */ -__STATIC_INLINE void arm_norm_64_to_32u(uint64_t in, int32_t * normalized, int32_t *norm) -{ - int32_t n1; - int32_t hi = (int32_t) (in >> 32); - int32_t lo = (int32_t) ((in << 32) >> 32); - - n1 = __CLZ(hi) - 32; - if (!n1) - { - /* - * input fits in 32-bit - */ - n1 = __CLZ(lo); - if (!n1) - { - /* - * MSB set, need to scale down by 1 - */ - *norm = -1; - *normalized = (((uint32_t) lo) >> 1); - } else - { - if (n1 == 32) - { - /* - * input is zero - */ - *norm = 0; - *normalized = 0; - } else - { - /* - * 32-bit normalization - */ - *norm = n1 - 1; - *normalized = lo << *norm; - } - } - } else - { - /* - * input fits in 64-bit - */ - n1 = 1 - n1; - *norm = -n1; - /* - * 64 bit normalization - */ - *normalized = (((uint32_t) lo) >> n1) | (hi << (32 - n1)); - } -} - -__STATIC_INLINE q31_t arm_div_q63_to_q31(q63_t num, q31_t den) -{ - q31_t result; - uint64_t absNum; - int32_t normalized; - int32_t norm; - - /* - * if sum fits in 32bits - * avoid costly 64-bit division - */ - absNum = num > 0 ? num : -num; - arm_norm_64_to_32u(absNum, &normalized, &norm); - if (norm > 0) - /* - * 32-bit division - */ - result = (q31_t) num / den; - else - /* - * 64-bit division - */ - result = (q31_t) (num / den); - - return result; -} - - -/* - * @brief C custom defined intrinsic functions - */ -#if !defined (ARM_MATH_DSP) - - /* - * @brief C custom defined QADD8 - */ - __STATIC_FORCEINLINE uint32_t __QADD8( - uint32_t x, - uint32_t y) - { - q31_t r, s, t, u; - - r = __SSAT(((((q31_t)x << 24) >> 24) + (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; - s = __SSAT(((((q31_t)x << 16) >> 24) + (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; - t = __SSAT(((((q31_t)x << 8) >> 24) + (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; - u = __SSAT(((((q31_t)x ) >> 24) + (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; - - return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); - } - - - /* - * @brief C custom defined QSUB8 - */ - __STATIC_FORCEINLINE uint32_t __QSUB8( - uint32_t x, - uint32_t y) - { - q31_t r, s, t, u; - - r = __SSAT(((((q31_t)x << 24) >> 24) - (((q31_t)y << 24) >> 24)), 8) & (int32_t)0x000000FF; - s = __SSAT(((((q31_t)x << 16) >> 24) - (((q31_t)y << 16) >> 24)), 8) & (int32_t)0x000000FF; - t = __SSAT(((((q31_t)x << 8) >> 24) - (((q31_t)y << 8) >> 24)), 8) & (int32_t)0x000000FF; - u = __SSAT(((((q31_t)x ) >> 24) - (((q31_t)y ) >> 24)), 8) & (int32_t)0x000000FF; - - return ((uint32_t)((u << 24) | (t << 16) | (s << 8) | (r ))); - } - - - /* - * @brief C custom defined QADD16 - */ - __STATIC_FORCEINLINE uint32_t __QADD16( - uint32_t x, - uint32_t y) - { -/* q31_t r, s; without initialisation 'arm_offset_q15 test' fails but 'intrinsic' tests pass! for armCC */ - q31_t r = 0, s = 0; - - r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHADD16 - */ - __STATIC_FORCEINLINE uint32_t __SHADD16( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined QSUB16 - */ - __STATIC_FORCEINLINE uint32_t __QSUB16( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHSUB16 - */ - __STATIC_FORCEINLINE uint32_t __SHSUB16( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined QASX - */ - __STATIC_FORCEINLINE uint32_t __QASX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = __SSAT(((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHASX - */ - __STATIC_FORCEINLINE uint32_t __SHASX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) - (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) + (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined QSAX - */ - __STATIC_FORCEINLINE uint32_t __QSAX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = __SSAT(((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)), 16) & (int32_t)0x0000FFFF; - s = __SSAT(((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)), 16) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SHSAX - */ - __STATIC_FORCEINLINE uint32_t __SHSAX( - uint32_t x, - uint32_t y) - { - q31_t r, s; - - r = (((((q31_t)x << 16) >> 16) + (((q31_t)y ) >> 16)) >> 1) & (int32_t)0x0000FFFF; - s = (((((q31_t)x ) >> 16) - (((q31_t)y << 16) >> 16)) >> 1) & (int32_t)0x0000FFFF; - - return ((uint32_t)((s << 16) | (r ))); - } - - - /* - * @brief C custom defined SMUSDX - */ - __STATIC_FORCEINLINE uint32_t __SMUSDX( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); - } - - /* - * @brief C custom defined SMUADX - */ - __STATIC_FORCEINLINE uint32_t __SMUADX( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) )); - } - - - /* - * @brief C custom defined QADD - */ - __STATIC_FORCEINLINE int32_t __QADD( - int32_t x, - int32_t y) - { - return ((int32_t)(clip_q63_to_q31((q63_t)x + (q31_t)y))); - } - - - /* - * @brief C custom defined QSUB - */ - __STATIC_FORCEINLINE int32_t __QSUB( - int32_t x, - int32_t y) - { - return ((int32_t)(clip_q63_to_q31((q63_t)x - (q31_t)y))); - } - - - /* - * @brief C custom defined SMLAD - */ - __STATIC_FORCEINLINE uint32_t __SMLAD( - uint32_t x, - uint32_t y, - uint32_t sum) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + - ( ((q31_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLADX - */ - __STATIC_FORCEINLINE uint32_t __SMLADX( - uint32_t x, - uint32_t y, - uint32_t sum) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + - ( ((q31_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLSDX - */ - __STATIC_FORCEINLINE uint32_t __SMLSDX( - uint32_t x, - uint32_t y, - uint32_t sum) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) - - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + - ( ((q31_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLALD - */ - __STATIC_FORCEINLINE uint64_t __SMLALD( - uint32_t x, - uint32_t y, - uint64_t sum) - { -/* return (sum + ((q15_t) (x >> 16) * (q15_t) (y >> 16)) + ((q15_t) x * (q15_t) y)); */ - return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) + - ( ((q63_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMLALDX - */ - __STATIC_FORCEINLINE uint64_t __SMLALDX( - uint32_t x, - uint32_t y, - uint64_t sum) - { -/* return (sum + ((q15_t) (x >> 16) * (q15_t) y)) + ((q15_t) x * (q15_t) (y >> 16)); */ - return ((uint64_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y ) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y << 16) >> 16)) + - ( ((q63_t)sum ) ) )); - } - - - /* - * @brief C custom defined SMUAD - */ - __STATIC_FORCEINLINE uint32_t __SMUAD( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) + - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); - } - - - /* - * @brief C custom defined SMUSD - */ - __STATIC_FORCEINLINE uint32_t __SMUSD( - uint32_t x, - uint32_t y) - { - return ((uint32_t)(((((q31_t)x << 16) >> 16) * (((q31_t)y << 16) >> 16)) - - ((((q31_t)x ) >> 16) * (((q31_t)y ) >> 16)) )); - } - - - /* - * @brief C custom defined SXTB16 - */ - __STATIC_FORCEINLINE uint32_t __SXTB16( - uint32_t x) - { - return ((uint32_t)(((((q31_t)x << 24) >> 24) & (q31_t)0x0000FFFF) | - ((((q31_t)x << 8) >> 8) & (q31_t)0xFFFF0000) )); - } - - /* - * @brief C custom defined SMMLA - */ - __STATIC_FORCEINLINE int32_t __SMMLA( - int32_t x, - int32_t y, - int32_t sum) - { - return (sum + (int32_t) (((int64_t) x * y) >> 32)); - } - -#endif /* !defined (ARM_MATH_DSP) */ - - - /** - * @brief Instance structure for the Q7 FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - q7_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - } arm_fir_instance_q7; - - /** - * @brief Instance structure for the Q15 FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - } arm_fir_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - } arm_fir_instance_q31; - - /** - * @brief Instance structure for the floating-point FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of filter coefficients in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - } arm_fir_instance_f32; - - /** - * @brief Processing function for the Q7 FIR filter. - * @param[in] S points to an instance of the Q7 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_q7( - const arm_fir_instance_q7 * S, - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q7 FIR filter. - * @param[in,out] S points to an instance of the Q7 FIR structure. - * @param[in] numTaps Number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed. - */ - void arm_fir_init_q7( - arm_fir_instance_q7 * S, - uint16_t numTaps, - const q7_t * pCoeffs, - q7_t * pState, - uint32_t blockSize); - - /** - * @brief Processing function for the Q15 FIR filter. - * @param[in] S points to an instance of the Q15 FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_q15( - const arm_fir_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the fast Q15 FIR filter (fast version). - * @param[in] S points to an instance of the Q15 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_fast_q15( - const arm_fir_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q15 FIR filter. - * @param[in,out] S points to an instance of the Q15 FIR filter structure. - * @param[in] numTaps Number of filter coefficients in the filter. Must be even and greater than or equal to 4. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed at a time. - * @return The function returns either - * ARM_MATH_SUCCESS if initialization was successful or - * ARM_MATH_ARGUMENT_ERROR if numTaps is not a supported value. - */ - arm_status arm_fir_init_q15( - arm_fir_instance_q15 * S, - uint16_t numTaps, - const q15_t * pCoeffs, - q15_t * pState, - uint32_t blockSize); - - /** - * @brief Processing function for the Q31 FIR filter. - * @param[in] S points to an instance of the Q31 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_q31( - const arm_fir_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the fast Q31 FIR filter (fast version). - * @param[in] S points to an instance of the Q31 FIR filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_fast_q31( - const arm_fir_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q31 FIR filter. - * @param[in,out] S points to an instance of the Q31 FIR structure. - * @param[in] numTaps Number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed at a time. - */ - void arm_fir_init_q31( - arm_fir_instance_q31 * S, - uint16_t numTaps, - const q31_t * pCoeffs, - q31_t * pState, - uint32_t blockSize); - - /** - * @brief Processing function for the floating-point FIR filter. - * @param[in] S points to an instance of the floating-point FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_f32( - const arm_fir_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the floating-point FIR filter. - * @param[in,out] S points to an instance of the floating-point FIR filter structure. - * @param[in] numTaps Number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of samples that are processed at a time. - */ - void arm_fir_init_f32( - arm_fir_instance_f32 * S, - uint16_t numTaps, - const float32_t * pCoeffs, - float32_t * pState, - uint32_t blockSize); - - /** - * @brief Instance structure for the Q15 Biquad cascade filter. - */ - typedef struct - { - int8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - q15_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ - const q15_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ - int8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ - } arm_biquad_casd_df1_inst_q15; - - /** - * @brief Instance structure for the Q31 Biquad cascade filter. - */ - typedef struct - { - uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - q31_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ - const q31_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ - uint8_t postShift; /**< Additional shift, in bits, applied to each output sample. */ - } arm_biquad_casd_df1_inst_q31; - - /** - * @brief Instance structure for the floating-point Biquad cascade filter. - */ - typedef struct - { - uint32_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float32_t *pState; /**< Points to the array of state coefficients. The array is of length 4*numStages. */ - const float32_t *pCoeffs; /**< Points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_casd_df1_inst_f32; - -#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) - /** - * @brief Instance structure for the modified Biquad coefs required by vectorized code. - */ - typedef struct - { - float32_t coeffs[8][4]; /**< Points to the array of modified coefficients. The array is of length 32. There is one per stage */ - } arm_biquad_mod_coef_f32; -#endif - - /** - * @brief Processing function for the Q15 Biquad cascade filter. - * @param[in] S points to an instance of the Q15 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_q15( - const arm_biquad_casd_df1_inst_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q15 Biquad cascade filter. - * @param[in,out] S points to an instance of the Q15 Biquad cascade structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format - */ - void arm_biquad_cascade_df1_init_q15( - arm_biquad_casd_df1_inst_q15 * S, - uint8_t numStages, - const q15_t * pCoeffs, - q15_t * pState, - int8_t postShift); - - /** - * @brief Fast but less precise processing function for the Q15 Biquad cascade filter for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q15 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_fast_q15( - const arm_biquad_casd_df1_inst_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the Q31 Biquad cascade filter - * @param[in] S points to an instance of the Q31 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_q31( - const arm_biquad_casd_df1_inst_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Fast but less precise processing function for the Q31 Biquad cascade filter for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q31 Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_fast_q31( - const arm_biquad_casd_df1_inst_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the Q31 Biquad cascade filter. - * @param[in,out] S points to an instance of the Q31 Biquad cascade structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] postShift Shift to be applied to the output. Varies according to the coefficients format - */ - void arm_biquad_cascade_df1_init_q31( - arm_biquad_casd_df1_inst_q31 * S, - uint8_t numStages, - const q31_t * pCoeffs, - q31_t * pState, - int8_t postShift); - - /** - * @brief Processing function for the floating-point Biquad cascade filter. - * @param[in] S points to an instance of the floating-point Biquad cascade structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df1_f32( - const arm_biquad_casd_df1_inst_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the floating-point Biquad cascade filter. - * @param[in,out] S points to an instance of the floating-point Biquad cascade structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pCoeffsMod points to the modified filter coefficients (only MVE version). - * @param[in] pState points to the state buffer. - */ -#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) - void arm_biquad_cascade_df1_mve_init_f32( - arm_biquad_casd_df1_inst_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - arm_biquad_mod_coef_f32 * pCoeffsMod, - float32_t * pState); -#endif - - void arm_biquad_cascade_df1_init_f32( - arm_biquad_casd_df1_inst_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Compute the logical bitwise AND of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_and_u16( - const uint16_t * pSrcA, - const uint16_t * pSrcB, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise AND of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_and_u32( - const uint32_t * pSrcA, - const uint32_t * pSrcB, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise AND of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_and_u8( - const uint8_t * pSrcA, - const uint8_t * pSrcB, - uint8_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise OR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_or_u16( - const uint16_t * pSrcA, - const uint16_t * pSrcB, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise OR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_or_u32( - const uint32_t * pSrcA, - const uint32_t * pSrcB, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise OR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_or_u8( - const uint8_t * pSrcA, - const uint8_t * pSrcB, - uint8_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise NOT of a fixed-point vector. - * @param[in] pSrc points to input vector - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_not_u16( - const uint16_t * pSrc, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise NOT of a fixed-point vector. - * @param[in] pSrc points to input vector - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_not_u32( - const uint32_t * pSrc, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise NOT of a fixed-point vector. - * @param[in] pSrc points to input vector - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_not_u8( - const uint8_t * pSrc, - uint8_t * pDst, - uint32_t blockSize); - -/** - * @brief Compute the logical bitwise XOR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_xor_u16( - const uint16_t * pSrcA, - const uint16_t * pSrcB, - uint16_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise XOR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_xor_u32( - const uint32_t * pSrcA, - const uint32_t * pSrcB, - uint32_t * pDst, - uint32_t blockSize); - - /** - * @brief Compute the logical bitwise XOR of two fixed-point vectors. - * @param[in] pSrcA points to input vector A - * @param[in] pSrcB points to input vector B - * @param[out] pDst points to output vector - * @param[in] blockSize number of samples in each vector - * @return none - */ - void arm_xor_u8( - const uint8_t * pSrcA, - const uint8_t * pSrcB, - uint8_t * pDst, - uint32_t blockSize); - - /** - * @brief Struct for specifying sorting algorithm - */ - typedef enum - { - ARM_SORT_BITONIC = 0, - /**< Bitonic sort */ - ARM_SORT_BUBBLE = 1, - /**< Bubble sort */ - ARM_SORT_HEAP = 2, - /**< Heap sort */ - ARM_SORT_INSERTION = 3, - /**< Insertion sort */ - ARM_SORT_QUICK = 4, - /**< Quick sort */ - ARM_SORT_SELECTION = 5 - /**< Selection sort */ - } arm_sort_alg; - - /** - * @brief Struct for specifying sorting algorithm - */ - typedef enum - { - ARM_SORT_DESCENDING = 0, - /**< Descending order (9 to 0) */ - ARM_SORT_ASCENDING = 1 - /**< Ascending order (0 to 9) */ - } arm_sort_dir; - - /** - * @brief Instance structure for the sorting algorithms. - */ - typedef struct - { - arm_sort_alg alg; /**< Sorting algorithm selected */ - arm_sort_dir dir; /**< Sorting order (direction) */ - } arm_sort_instance_f32; - - /** - * @param[in] S points to an instance of the sorting structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_sort_f32( - const arm_sort_instance_f32 * S, - float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @param[in,out] S points to an instance of the sorting structure. - * @param[in] alg Selected algorithm. - * @param[in] dir Sorting order. - */ - void arm_sort_init_f32( - arm_sort_instance_f32 * S, - arm_sort_alg alg, - arm_sort_dir dir); - - /** - * @brief Instance structure for the sorting algorithms. - */ - typedef struct - { - arm_sort_dir dir; /**< Sorting order (direction) */ - float32_t * buffer; /**< Working buffer */ - } arm_merge_sort_instance_f32; - - /** - * @param[in] S points to an instance of the sorting structure. - * @param[in,out] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_merge_sort_f32( - const arm_merge_sort_instance_f32 * S, - float32_t *pSrc, - float32_t *pDst, - uint32_t blockSize); - - /** - * @param[in,out] S points to an instance of the sorting structure. - * @param[in] dir Sorting order. - * @param[in] buffer Working buffer. - */ - void arm_merge_sort_init_f32( - arm_merge_sort_instance_f32 * S, - arm_sort_dir dir, - float32_t * buffer); - - /** - * @brief Struct for specifying cubic spline type - */ - typedef enum - { - ARM_SPLINE_NATURAL = 0, /**< Natural spline */ - ARM_SPLINE_PARABOLIC_RUNOUT = 1 /**< Parabolic runout spline */ - } arm_spline_type; - - /** - * @brief Instance structure for the floating-point cubic spline interpolation. - */ - typedef struct - { - arm_spline_type type; /**< Type (boundary conditions) */ - const float32_t * x; /**< x values */ - const float32_t * y; /**< y values */ - uint32_t n_x; /**< Number of known data points */ - float32_t * coeffs; /**< Coefficients buffer (b,c, and d) */ - } arm_spline_instance_f32; - - /** - * @brief Processing function for the floating-point cubic spline interpolation. - * @param[in] S points to an instance of the floating-point spline structure. - * @param[in] xq points to the x values ot the interpolated data points. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples of output data. - */ - void arm_spline_f32( - arm_spline_instance_f32 * S, - const float32_t * xq, - float32_t * pDst, - uint32_t blockSize); - - /** - * @brief Initialization function for the floating-point cubic spline interpolation. - * @param[in,out] S points to an instance of the floating-point spline structure. - * @param[in] type type of cubic spline interpolation (boundary conditions) - * @param[in] x points to the x values of the known data points. - * @param[in] y points to the y values of the known data points. - * @param[in] n number of known data points. - * @param[in] coeffs coefficients array for b, c, and d - * @param[in] tempBuffer buffer array for internal computations - */ - void arm_spline_init_f32( - arm_spline_instance_f32 * S, - arm_spline_type type, - const float32_t * x, - const float32_t * y, - uint32_t n, - float32_t * coeffs, - float32_t * tempBuffer); - - /** - * @brief Instance structure for the floating-point matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - float32_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_f32; - - /** - * @brief Instance structure for the floating-point matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - float64_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_f64; - - /** - * @brief Instance structure for the Q15 matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - q15_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_q15; - - /** - * @brief Instance structure for the Q31 matrix structure. - */ - typedef struct - { - uint16_t numRows; /**< number of rows of the matrix. */ - uint16_t numCols; /**< number of columns of the matrix. */ - q31_t *pData; /**< points to the data of the matrix. */ - } arm_matrix_instance_q31; - - /** - * @brief Floating-point matrix addition. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_add_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix addition. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_add_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix addition. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_add_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point, complex, matrix multiplication. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_cmplx_mult_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15, complex, matrix multiplication. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_cmplx_mult_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst, - q15_t * pScratch); - - /** - * @brief Q31, complex, matrix multiplication. - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_cmplx_mult_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix transpose. - * @param[in] pSrc points to the input matrix - * @param[out] pDst points to the output matrix - * @return The function returns either ARM_MATH_SIZE_MISMATCH - * or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_trans_f32( - const arm_matrix_instance_f32 * pSrc, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix transpose. - * @param[in] pSrc points to the input matrix - * @param[out] pDst points to the output matrix - * @return The function returns either ARM_MATH_SIZE_MISMATCH - * or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_trans_q15( - const arm_matrix_instance_q15 * pSrc, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix transpose. - * @param[in] pSrc points to the input matrix - * @param[out] pDst points to the output matrix - * @return The function returns either ARM_MATH_SIZE_MISMATCH - * or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_trans_q31( - const arm_matrix_instance_q31 * pSrc, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix multiplication - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix multiplication - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @param[in] pState points to the array for storing intermediate results - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst, - q15_t * pState); - - /** - * @brief Q15 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @param[in] pState points to the array for storing intermediate results - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_fast_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst, - q15_t * pState); - - /** - * @brief Q31 matrix multiplication - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Q31 matrix multiplication (fast variant) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_mult_fast_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix subtraction - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_sub_f32( - const arm_matrix_instance_f32 * pSrcA, - const arm_matrix_instance_f32 * pSrcB, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix subtraction - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_sub_q15( - const arm_matrix_instance_q15 * pSrcA, - const arm_matrix_instance_q15 * pSrcB, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix subtraction - * @param[in] pSrcA points to the first input matrix structure - * @param[in] pSrcB points to the second input matrix structure - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_sub_q31( - const arm_matrix_instance_q31 * pSrcA, - const arm_matrix_instance_q31 * pSrcB, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Floating-point matrix scaling. - * @param[in] pSrc points to the input matrix - * @param[in] scale scale factor - * @param[out] pDst points to the output matrix - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_scale_f32( - const arm_matrix_instance_f32 * pSrc, - float32_t scale, - arm_matrix_instance_f32 * pDst); - - /** - * @brief Q15 matrix scaling. - * @param[in] pSrc points to input matrix - * @param[in] scaleFract fractional portion of the scale factor - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to output matrix - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_scale_q15( - const arm_matrix_instance_q15 * pSrc, - q15_t scaleFract, - int32_t shift, - arm_matrix_instance_q15 * pDst); - - /** - * @brief Q31 matrix scaling. - * @param[in] pSrc points to input matrix - * @param[in] scaleFract fractional portion of the scale factor - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to output matrix structure - * @return The function returns either - * ARM_MATH_SIZE_MISMATCH or ARM_MATH_SUCCESS based on the outcome of size checking. - */ -arm_status arm_mat_scale_q31( - const arm_matrix_instance_q31 * pSrc, - q31_t scaleFract, - int32_t shift, - arm_matrix_instance_q31 * pDst); - - /** - * @brief Q31 matrix initialization. - * @param[in,out] S points to an instance of the floating-point matrix structure. - * @param[in] nRows number of rows in the matrix. - * @param[in] nColumns number of columns in the matrix. - * @param[in] pData points to the matrix data array. - */ -void arm_mat_init_q31( - arm_matrix_instance_q31 * S, - uint16_t nRows, - uint16_t nColumns, - q31_t * pData); - - /** - * @brief Q15 matrix initialization. - * @param[in,out] S points to an instance of the floating-point matrix structure. - * @param[in] nRows number of rows in the matrix. - * @param[in] nColumns number of columns in the matrix. - * @param[in] pData points to the matrix data array. - */ -void arm_mat_init_q15( - arm_matrix_instance_q15 * S, - uint16_t nRows, - uint16_t nColumns, - q15_t * pData); - - /** - * @brief Floating-point matrix initialization. - * @param[in,out] S points to an instance of the floating-point matrix structure. - * @param[in] nRows number of rows in the matrix. - * @param[in] nColumns number of columns in the matrix. - * @param[in] pData points to the matrix data array. - */ -void arm_mat_init_f32( - arm_matrix_instance_f32 * S, - uint16_t nRows, - uint16_t nColumns, - float32_t * pData); - - - /** - * @brief Instance structure for the Q15 PID Control. - */ - typedef struct - { - q15_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ -#if !defined (ARM_MATH_DSP) - q15_t A1; - q15_t A2; -#else - q31_t A1; /**< The derived gain A1 = -Kp - 2Kd | Kd.*/ -#endif - q15_t state[3]; /**< The state array of length 3. */ - q15_t Kp; /**< The proportional gain. */ - q15_t Ki; /**< The integral gain. */ - q15_t Kd; /**< The derivative gain. */ - } arm_pid_instance_q15; - - /** - * @brief Instance structure for the Q31 PID Control. - */ - typedef struct - { - q31_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ - q31_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ - q31_t A2; /**< The derived gain, A2 = Kd . */ - q31_t state[3]; /**< The state array of length 3. */ - q31_t Kp; /**< The proportional gain. */ - q31_t Ki; /**< The integral gain. */ - q31_t Kd; /**< The derivative gain. */ - } arm_pid_instance_q31; - - /** - * @brief Instance structure for the floating-point PID Control. - */ - typedef struct - { - float32_t A0; /**< The derived gain, A0 = Kp + Ki + Kd . */ - float32_t A1; /**< The derived gain, A1 = -Kp - 2Kd. */ - float32_t A2; /**< The derived gain, A2 = Kd . */ - float32_t state[3]; /**< The state array of length 3. */ - float32_t Kp; /**< The proportional gain. */ - float32_t Ki; /**< The integral gain. */ - float32_t Kd; /**< The derivative gain. */ - } arm_pid_instance_f32; - - - - /** - * @brief Initialization function for the floating-point PID Control. - * @param[in,out] S points to an instance of the PID structure. - * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. - */ - void arm_pid_init_f32( - arm_pid_instance_f32 * S, - int32_t resetStateFlag); - - - /** - * @brief Reset function for the floating-point PID Control. - * @param[in,out] S is an instance of the floating-point PID Control structure - */ - void arm_pid_reset_f32( - arm_pid_instance_f32 * S); - - - /** - * @brief Initialization function for the Q31 PID Control. - * @param[in,out] S points to an instance of the Q15 PID structure. - * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. - */ - void arm_pid_init_q31( - arm_pid_instance_q31 * S, - int32_t resetStateFlag); - - - /** - * @brief Reset function for the Q31 PID Control. - * @param[in,out] S points to an instance of the Q31 PID Control structure - */ - - void arm_pid_reset_q31( - arm_pid_instance_q31 * S); - - - /** - * @brief Initialization function for the Q15 PID Control. - * @param[in,out] S points to an instance of the Q15 PID structure. - * @param[in] resetStateFlag flag to reset the state. 0 = no change in state 1 = reset the state. - */ - void arm_pid_init_q15( - arm_pid_instance_q15 * S, - int32_t resetStateFlag); - - - /** - * @brief Reset function for the Q15 PID Control. - * @param[in,out] S points to an instance of the q15 PID Control structure - */ - void arm_pid_reset_q15( - arm_pid_instance_q15 * S); - - - /** - * @brief Instance structure for the floating-point Linear Interpolate function. - */ - typedef struct - { - uint32_t nValues; /**< nValues */ - float32_t x1; /**< x1 */ - float32_t xSpacing; /**< xSpacing */ - float32_t *pYData; /**< pointer to the table of Y values */ - } arm_linear_interp_instance_f32; - - /** - * @brief Instance structure for the floating-point bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - float32_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_f32; - - /** - * @brief Instance structure for the Q31 bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - q31_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_q31; - - /** - * @brief Instance structure for the Q15 bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - q15_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_q15; - - /** - * @brief Instance structure for the Q15 bilinear interpolation function. - */ - typedef struct - { - uint16_t numRows; /**< number of rows in the data table. */ - uint16_t numCols; /**< number of columns in the data table. */ - q7_t *pData; /**< points to the data table. */ - } arm_bilinear_interp_instance_q7; - - - /** - * @brief Q7 vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Floating-point vector multiplication. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_mult_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q15_t *pTwiddle; /**< points to the Sin twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix2_instance_q15; - -/* Deprecated */ - arm_status arm_cfft_radix2_init_q15( - arm_cfft_radix2_instance_q15 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix2_q15( - const arm_cfft_radix2_instance_q15 * S, - q15_t * pSrc); - - - /** - * @brief Instance structure for the Q15 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q15_t *pTwiddle; /**< points to the twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix4_instance_q15; - -/* Deprecated */ - arm_status arm_cfft_radix4_init_q15( - arm_cfft_radix4_instance_q15 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix4_q15( - const arm_cfft_radix4_instance_q15 * S, - q15_t * pSrc); - - /** - * @brief Instance structure for the Radix-2 Q31 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix2_instance_q31; - -/* Deprecated */ - arm_status arm_cfft_radix2_init_q31( - arm_cfft_radix2_instance_q31 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix2_q31( - const arm_cfft_radix2_instance_q31 * S, - q31_t * pSrc); - - /** - * @brief Instance structure for the Q31 CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const q31_t *pTwiddle; /**< points to the twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - } arm_cfft_radix4_instance_q31; - -/* Deprecated */ - void arm_cfft_radix4_q31( - const arm_cfft_radix4_instance_q31 * S, - q31_t * pSrc); - -/* Deprecated */ - arm_status arm_cfft_radix4_init_q31( - arm_cfft_radix4_instance_q31 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - float32_t onebyfftLen; /**< value of 1/fftLen. */ - } arm_cfft_radix2_instance_f32; - -/* Deprecated */ - arm_status arm_cfft_radix2_init_f32( - arm_cfft_radix2_instance_f32 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix2_f32( - const arm_cfft_radix2_instance_f32 * S, - float32_t * pSrc); - - /** - * @brief Instance structure for the floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */ - uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */ - const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */ - float32_t onebyfftLen; /**< value of 1/fftLen. */ - } arm_cfft_radix4_instance_f32; - -/* Deprecated */ - arm_status arm_cfft_radix4_init_f32( - arm_cfft_radix4_instance_f32 * S, - uint16_t fftLen, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - -/* Deprecated */ - void arm_cfft_radix4_f32( - const arm_cfft_radix4_instance_f32 * S, - float32_t * pSrc); - - /** - * @brief Instance structure for the fixed-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const q15_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ -#if defined(ARM_MATH_MVEI) - const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ - const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ - const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ - const q15_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ - const q15_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ - const q15_t *rearranged_twiddle_stride3; -#endif - } arm_cfft_instance_q15; - -arm_status arm_cfft_init_q15( - arm_cfft_instance_q15 * S, - uint16_t fftLen); - -void arm_cfft_q15( - const arm_cfft_instance_q15 * S, - q15_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the fixed-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const q31_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ -#if defined(ARM_MATH_MVEI) - const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ - const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ - const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ - const q31_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ - const q31_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ - const q31_t *rearranged_twiddle_stride3; -#endif - } arm_cfft_instance_q31; - -arm_status arm_cfft_init_q31( - arm_cfft_instance_q31 * S, - uint16_t fftLen); - -void arm_cfft_q31( - const arm_cfft_instance_q31 * S, - q31_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const float32_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ -#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) - const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \ - const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \ - const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \ - const float32_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \ - const float32_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \ - const float32_t *rearranged_twiddle_stride3; -#endif - } arm_cfft_instance_f32; - - - arm_status arm_cfft_init_f32( - arm_cfft_instance_f32 * S, - uint16_t fftLen); - - void arm_cfft_f32( - const arm_cfft_instance_f32 * S, - float32_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - - /** - * @brief Instance structure for the Double Precision Floating-point CFFT/CIFFT function. - */ - typedef struct - { - uint16_t fftLen; /**< length of the FFT. */ - const float64_t *pTwiddle; /**< points to the Twiddle factor table. */ - const uint16_t *pBitRevTable; /**< points to the bit reversal table. */ - uint16_t bitRevLength; /**< bit reversal table length. */ - } arm_cfft_instance_f64; - - void arm_cfft_f64( - const arm_cfft_instance_f64 * S, - float64_t * p1, - uint8_t ifftFlag, - uint8_t bitReverseFlag); - - /** - * @brief Instance structure for the Q15 RFFT/RIFFT function. - */ - typedef struct - { - uint32_t fftLenReal; /**< length of the real FFT. */ - uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ - uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ - uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - const q15_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ - const q15_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ -#if defined(ARM_MATH_MVEI) - arm_cfft_instance_q15 cfftInst; -#else - const arm_cfft_instance_q15 *pCfft; /**< points to the complex FFT instance. */ -#endif - } arm_rfft_instance_q15; - - arm_status arm_rfft_init_q15( - arm_rfft_instance_q15 * S, - uint32_t fftLenReal, - uint32_t ifftFlagR, - uint32_t bitReverseFlag); - - void arm_rfft_q15( - const arm_rfft_instance_q15 * S, - q15_t * pSrc, - q15_t * pDst); - - /** - * @brief Instance structure for the Q31 RFFT/RIFFT function. - */ - typedef struct - { - uint32_t fftLenReal; /**< length of the real FFT. */ - uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ - uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ - uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - const q31_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ - const q31_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ -#if defined(ARM_MATH_MVEI) - arm_cfft_instance_q31 cfftInst; -#else - const arm_cfft_instance_q31 *pCfft; /**< points to the complex FFT instance. */ -#endif - } arm_rfft_instance_q31; - - arm_status arm_rfft_init_q31( - arm_rfft_instance_q31 * S, - uint32_t fftLenReal, - uint32_t ifftFlagR, - uint32_t bitReverseFlag); - - void arm_rfft_q31( - const arm_rfft_instance_q31 * S, - q31_t * pSrc, - q31_t * pDst); - - /** - * @brief Instance structure for the floating-point RFFT/RIFFT function. - */ - typedef struct - { - uint32_t fftLenReal; /**< length of the real FFT. */ - uint16_t fftLenBy2; /**< length of the complex FFT. */ - uint8_t ifftFlagR; /**< flag that selects forward (ifftFlagR=0) or inverse (ifftFlagR=1) transform. */ - uint8_t bitReverseFlagR; /**< flag that enables (bitReverseFlagR=1) or disables (bitReverseFlagR=0) bit reversal of output. */ - uint32_t twidCoefRModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */ - const float32_t *pTwiddleAReal; /**< points to the real twiddle factor table. */ - const float32_t *pTwiddleBReal; /**< points to the imag twiddle factor table. */ - arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ - } arm_rfft_instance_f32; - - arm_status arm_rfft_init_f32( - arm_rfft_instance_f32 * S, - arm_cfft_radix4_instance_f32 * S_CFFT, - uint32_t fftLenReal, - uint32_t ifftFlagR, - uint32_t bitReverseFlag); - - void arm_rfft_f32( - const arm_rfft_instance_f32 * S, - float32_t * pSrc, - float32_t * pDst); - - /** - * @brief Instance structure for the Double Precision Floating-point RFFT/RIFFT function. - */ -typedef struct - { - arm_cfft_instance_f64 Sint; /**< Internal CFFT structure. */ - uint16_t fftLenRFFT; /**< length of the real sequence */ - const float64_t * pTwiddleRFFT; /**< Twiddle factors real stage */ - } arm_rfft_fast_instance_f64 ; - -arm_status arm_rfft_fast_init_f64 ( - arm_rfft_fast_instance_f64 * S, - uint16_t fftLen); - - -void arm_rfft_fast_f64( - arm_rfft_fast_instance_f64 * S, - float64_t * p, float64_t * pOut, - uint8_t ifftFlag); - - - /** - * @brief Instance structure for the floating-point RFFT/RIFFT function. - */ -typedef struct - { - arm_cfft_instance_f32 Sint; /**< Internal CFFT structure. */ - uint16_t fftLenRFFT; /**< length of the real sequence */ - const float32_t * pTwiddleRFFT; /**< Twiddle factors real stage */ - } arm_rfft_fast_instance_f32 ; - -arm_status arm_rfft_fast_init_f32 ( - arm_rfft_fast_instance_f32 * S, - uint16_t fftLen); - - - void arm_rfft_fast_f32( - const arm_rfft_fast_instance_f32 * S, - float32_t * p, float32_t * pOut, - uint8_t ifftFlag); - - /** - * @brief Instance structure for the floating-point DCT4/IDCT4 function. - */ - typedef struct - { - uint16_t N; /**< length of the DCT4. */ - uint16_t Nby2; /**< half of the length of the DCT4. */ - float32_t normalize; /**< normalizing factor. */ - const float32_t *pTwiddle; /**< points to the twiddle factor table. */ - const float32_t *pCosFactor; /**< points to the cosFactor table. */ - arm_rfft_instance_f32 *pRfft; /**< points to the real FFT instance. */ - arm_cfft_radix4_instance_f32 *pCfft; /**< points to the complex FFT instance. */ - } arm_dct4_instance_f32; - - - /** - * @brief Initialization function for the floating-point DCT4/IDCT4. - * @param[in,out] S points to an instance of floating-point DCT4/IDCT4 structure. - * @param[in] S_RFFT points to an instance of floating-point RFFT/RIFFT structure. - * @param[in] S_CFFT points to an instance of floating-point CFFT/CIFFT structure. - * @param[in] N length of the DCT4. - * @param[in] Nby2 half of the length of the DCT4. - * @param[in] normalize normalizing factor. - * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if fftLenReal is not a supported transform length. - */ - arm_status arm_dct4_init_f32( - arm_dct4_instance_f32 * S, - arm_rfft_instance_f32 * S_RFFT, - arm_cfft_radix4_instance_f32 * S_CFFT, - uint16_t N, - uint16_t Nby2, - float32_t normalize); - - - /** - * @brief Processing function for the floating-point DCT4/IDCT4. - * @param[in] S points to an instance of the floating-point DCT4/IDCT4 structure. - * @param[in] pState points to state buffer. - * @param[in,out] pInlineBuffer points to the in-place input and output buffer. - */ - void arm_dct4_f32( - const arm_dct4_instance_f32 * S, - float32_t * pState, - float32_t * pInlineBuffer); - - - /** - * @brief Instance structure for the Q31 DCT4/IDCT4 function. - */ - typedef struct - { - uint16_t N; /**< length of the DCT4. */ - uint16_t Nby2; /**< half of the length of the DCT4. */ - q31_t normalize; /**< normalizing factor. */ - const q31_t *pTwiddle; /**< points to the twiddle factor table. */ - const q31_t *pCosFactor; /**< points to the cosFactor table. */ - arm_rfft_instance_q31 *pRfft; /**< points to the real FFT instance. */ - arm_cfft_radix4_instance_q31 *pCfft; /**< points to the complex FFT instance. */ - } arm_dct4_instance_q31; - - - /** - * @brief Initialization function for the Q31 DCT4/IDCT4. - * @param[in,out] S points to an instance of Q31 DCT4/IDCT4 structure. - * @param[in] S_RFFT points to an instance of Q31 RFFT/RIFFT structure - * @param[in] S_CFFT points to an instance of Q31 CFFT/CIFFT structure - * @param[in] N length of the DCT4. - * @param[in] Nby2 half of the length of the DCT4. - * @param[in] normalize normalizing factor. - * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. - */ - arm_status arm_dct4_init_q31( - arm_dct4_instance_q31 * S, - arm_rfft_instance_q31 * S_RFFT, - arm_cfft_radix4_instance_q31 * S_CFFT, - uint16_t N, - uint16_t Nby2, - q31_t normalize); - - - /** - * @brief Processing function for the Q31 DCT4/IDCT4. - * @param[in] S points to an instance of the Q31 DCT4 structure. - * @param[in] pState points to state buffer. - * @param[in,out] pInlineBuffer points to the in-place input and output buffer. - */ - void arm_dct4_q31( - const arm_dct4_instance_q31 * S, - q31_t * pState, - q31_t * pInlineBuffer); - - - /** - * @brief Instance structure for the Q15 DCT4/IDCT4 function. - */ - typedef struct - { - uint16_t N; /**< length of the DCT4. */ - uint16_t Nby2; /**< half of the length of the DCT4. */ - q15_t normalize; /**< normalizing factor. */ - const q15_t *pTwiddle; /**< points to the twiddle factor table. */ - const q15_t *pCosFactor; /**< points to the cosFactor table. */ - arm_rfft_instance_q15 *pRfft; /**< points to the real FFT instance. */ - arm_cfft_radix4_instance_q15 *pCfft; /**< points to the complex FFT instance. */ - } arm_dct4_instance_q15; - - - /** - * @brief Initialization function for the Q15 DCT4/IDCT4. - * @param[in,out] S points to an instance of Q15 DCT4/IDCT4 structure. - * @param[in] S_RFFT points to an instance of Q15 RFFT/RIFFT structure. - * @param[in] S_CFFT points to an instance of Q15 CFFT/CIFFT structure. - * @param[in] N length of the DCT4. - * @param[in] Nby2 half of the length of the DCT4. - * @param[in] normalize normalizing factor. - * @return arm_status function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_ARGUMENT_ERROR if N is not a supported transform length. - */ - arm_status arm_dct4_init_q15( - arm_dct4_instance_q15 * S, - arm_rfft_instance_q15 * S_RFFT, - arm_cfft_radix4_instance_q15 * S_CFFT, - uint16_t N, - uint16_t Nby2, - q15_t normalize); - - - /** - * @brief Processing function for the Q15 DCT4/IDCT4. - * @param[in] S points to an instance of the Q15 DCT4 structure. - * @param[in] pState points to state buffer. - * @param[in,out] pInlineBuffer points to the in-place input and output buffer. - */ - void arm_dct4_q15( - const arm_dct4_instance_q15 * S, - q15_t * pState, - q15_t * pInlineBuffer); - - - /** - * @brief Floating-point vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q7 vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector addition. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_add_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Floating-point vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q7 vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector subtraction. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in each vector - */ - void arm_sub_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a floating-point vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scale scale factor to be applied - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_f32( - const float32_t * pSrc, - float32_t scale, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a Q7 vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scaleFract fractional portion of the scale value - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_q7( - const q7_t * pSrc, - q7_t scaleFract, - int8_t shift, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a Q15 vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scaleFract fractional portion of the scale value - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_q15( - const q15_t * pSrc, - q15_t scaleFract, - int8_t shift, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Multiplies a Q31 vector by a scalar. - * @param[in] pSrc points to the input vector - * @param[in] scaleFract fractional portion of the scale value - * @param[in] shift number of bits to shift the result by - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_scale_q31( - const q31_t * pSrc, - q31_t scaleFract, - int8_t shift, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q7 vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_q7( - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Floating-point vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q15 vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Q31 vector absolute value. - * @param[in] pSrc points to the input buffer - * @param[out] pDst points to the output buffer - * @param[in] blockSize number of samples in each vector - */ - void arm_abs_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Dot product of floating-point vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - uint32_t blockSize, - float32_t * result); - - - /** - * @brief Dot product of Q7 vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_q7( - const q7_t * pSrcA, - const q7_t * pSrcB, - uint32_t blockSize, - q31_t * result); - - - /** - * @brief Dot product of Q15 vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - uint32_t blockSize, - q63_t * result); - - - /** - * @brief Dot product of Q31 vectors. - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[out] result output result returned here - */ - void arm_dot_prod_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - uint32_t blockSize, - q63_t * result); - - - /** - * @brief Shifts the elements of a Q7 vector a specified number of bits. - * @param[in] pSrc points to the input vector - * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_shift_q7( - const q7_t * pSrc, - int8_t shiftBits, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Shifts the elements of a Q15 vector a specified number of bits. - * @param[in] pSrc points to the input vector - * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_shift_q15( - const q15_t * pSrc, - int8_t shiftBits, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Shifts the elements of a Q31 vector a specified number of bits. - * @param[in] pSrc points to the input vector - * @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right. - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_shift_q31( - const q31_t * pSrc, - int8_t shiftBits, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a floating-point vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_f32( - const float32_t * pSrc, - float32_t offset, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a Q7 vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_q7( - const q7_t * pSrc, - q7_t offset, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a Q15 vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_q15( - const q15_t * pSrc, - q15_t offset, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Adds a constant offset to a Q31 vector. - * @param[in] pSrc points to the input vector - * @param[in] offset is the offset to be added - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_offset_q31( - const q31_t * pSrc, - q31_t offset, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a floating-point vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a Q7 vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_q7( - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a Q15 vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Negates the elements of a Q31 vector. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] blockSize number of samples in the vector - */ - void arm_negate_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a floating-point vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a Q7 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_q7( - const q7_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a Q15 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Copies the elements of a Q31 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_copy_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a floating-point vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_f32( - float32_t value, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a Q7 vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_q7( - q7_t value, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a Q15 vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_q15( - q15_t value, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Fills a constant value into a Q31 vector. - * @param[in] value input value to be filled - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_fill_q31( - q31_t value, - q31_t * pDst, - uint32_t blockSize); - - -/** - * @brief Convolution of floating-point sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. - */ - void arm_conv_f32( - const float32_t * pSrcA, - uint32_t srcALen, - const float32_t * pSrcB, - uint32_t srcBLen, - float32_t * pDst); - - - /** - * @brief Convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - */ - void arm_conv_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - -/** - * @brief Convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the location where the output result is written. Length srcALen+srcBLen-1. - */ - void arm_conv_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - - /** - * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_fast_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - - /** - * @brief Convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - */ - void arm_conv_fast_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Convolution of Q31 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - - /** - * @brief Convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_fast_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - - /** - * @brief Convolution of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). - */ - void arm_conv_opt_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Convolution of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length srcALen+srcBLen-1. - */ - void arm_conv_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst); - - - /** - * @brief Partial convolution of floating-point sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_f32( - const float32_t * pSrcA, - uint32_t srcALen, - const float32_t * pSrcB, - uint32_t srcBLen, - float32_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Partial convolution of Q15 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_fast_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q15 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @param[in] pScratch1 points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer of size min(srcALen, srcBLen). - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_fast_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - uint32_t firstIndex, - uint32_t numPoints, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Partial convolution of Q31 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q31 sequences (fast version) for Cortex-M3 and Cortex-M4 - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_fast_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Partial convolution of Q7 sequences - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_opt_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - uint32_t firstIndex, - uint32_t numPoints, - q15_t * pScratch1, - q15_t * pScratch2); - - -/** - * @brief Partial convolution of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data - * @param[in] firstIndex is the first output sample to start with. - * @param[in] numPoints is the number of output points to be computed. - * @return Returns either ARM_MATH_SUCCESS if the function completed correctly or ARM_MATH_ARGUMENT_ERROR if the requested subset is not in the range [0 srcALen+srcBLen-2]. - */ - arm_status arm_conv_partial_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - uint32_t firstIndex, - uint32_t numPoints); - - - /** - * @brief Instance structure for the Q15 FIR decimator. - */ - typedef struct - { - uint8_t M; /**< decimation factor. */ - uint16_t numTaps; /**< number of coefficients in the filter. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - } arm_fir_decimate_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR decimator. - */ - typedef struct - { - uint8_t M; /**< decimation factor. */ - uint16_t numTaps; /**< number of coefficients in the filter. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - } arm_fir_decimate_instance_q31; - -/** - @brief Instance structure for floating-point FIR decimator. - */ -typedef struct - { - uint8_t M; /**< decimation factor. */ - uint16_t numTaps; /**< number of coefficients in the filter. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - } arm_fir_decimate_instance_f32; - - -/** - @brief Processing function for floating-point FIR decimator. - @param[in] S points to an instance of the floating-point FIR decimator structure - @param[in] pSrc points to the block of input data - @param[out] pDst points to the block of output data - @param[in] blockSize number of samples to process - */ -void arm_fir_decimate_f32( - const arm_fir_decimate_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - -/** - @brief Initialization function for the floating-point FIR decimator. - @param[in,out] S points to an instance of the floating-point FIR decimator structure - @param[in] numTaps number of coefficients in the filter - @param[in] M decimation factor - @param[in] pCoeffs points to the filter coefficients - @param[in] pState points to the state buffer - @param[in] blockSize number of input samples to process per call - @return execution status - - \ref ARM_MATH_SUCCESS : Operation successful - - \ref ARM_MATH_LENGTH_ERROR : blockSize is not a multiple of M - */ -arm_status arm_fir_decimate_init_f32( - arm_fir_decimate_instance_f32 * S, - uint16_t numTaps, - uint8_t M, - const float32_t * pCoeffs, - float32_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 FIR decimator. - * @param[in] S points to an instance of the Q15 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_q15( - const arm_fir_decimate_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q15 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_fast_q15( - const arm_fir_decimate_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q15 FIR decimator. - * @param[in,out] S points to an instance of the Q15 FIR decimator structure. - * @param[in] numTaps number of coefficients in the filter. - * @param[in] M decimation factor. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * blockSize is not a multiple of M. - */ - arm_status arm_fir_decimate_init_q15( - arm_fir_decimate_instance_q15 * S, - uint16_t numTaps, - uint8_t M, - const q15_t * pCoeffs, - q15_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 FIR decimator. - * @param[in] S points to an instance of the Q31 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_q31( - const arm_fir_decimate_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - /** - * @brief Processing function for the Q31 FIR decimator (fast variant) for Cortex-M3 and Cortex-M4. - * @param[in] S points to an instance of the Q31 FIR decimator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_decimate_fast_q31( - const arm_fir_decimate_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 FIR decimator. - * @param[in,out] S points to an instance of the Q31 FIR decimator structure. - * @param[in] numTaps number of coefficients in the filter. - * @param[in] M decimation factor. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * blockSize is not a multiple of M. - */ - arm_status arm_fir_decimate_init_q31( - arm_fir_decimate_instance_q31 * S, - uint16_t numTaps, - uint8_t M, - const q31_t * pCoeffs, - q31_t * pState, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 FIR interpolator. - */ - typedef struct - { - uint8_t L; /**< upsample factor. */ - uint16_t phaseLength; /**< length of each polyphase filter component. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ - q15_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ - } arm_fir_interpolate_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR interpolator. - */ - typedef struct - { - uint8_t L; /**< upsample factor. */ - uint16_t phaseLength; /**< length of each polyphase filter component. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ - q31_t *pState; /**< points to the state variable array. The array is of length blockSize+phaseLength-1. */ - } arm_fir_interpolate_instance_q31; - - /** - * @brief Instance structure for the floating-point FIR interpolator. - */ - typedef struct - { - uint8_t L; /**< upsample factor. */ - uint16_t phaseLength; /**< length of each polyphase filter component. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length L*phaseLength. */ - float32_t *pState; /**< points to the state variable array. The array is of length phaseLength+numTaps-1. */ - } arm_fir_interpolate_instance_f32; - - - /** - * @brief Processing function for the Q15 FIR interpolator. - * @param[in] S points to an instance of the Q15 FIR interpolator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_interpolate_q15( - const arm_fir_interpolate_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q15 FIR interpolator. - * @param[in,out] S points to an instance of the Q15 FIR interpolator structure. - * @param[in] L upsample factor. - * @param[in] numTaps number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * the filter length numTaps is not a multiple of the interpolation factor L. - */ - arm_status arm_fir_interpolate_init_q15( - arm_fir_interpolate_instance_q15 * S, - uint8_t L, - uint16_t numTaps, - const q15_t * pCoeffs, - q15_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 FIR interpolator. - * @param[in] S points to an instance of the Q15 FIR interpolator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_interpolate_q31( - const arm_fir_interpolate_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 FIR interpolator. - * @param[in,out] S points to an instance of the Q31 FIR interpolator structure. - * @param[in] L upsample factor. - * @param[in] numTaps number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * the filter length numTaps is not a multiple of the interpolation factor L. - */ - arm_status arm_fir_interpolate_init_q31( - arm_fir_interpolate_instance_q31 * S, - uint8_t L, - uint16_t numTaps, - const q31_t * pCoeffs, - q31_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the floating-point FIR interpolator. - * @param[in] S points to an instance of the floating-point FIR interpolator structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_interpolate_f32( - const arm_fir_interpolate_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the floating-point FIR interpolator. - * @param[in,out] S points to an instance of the floating-point FIR interpolator structure. - * @param[in] L upsample factor. - * @param[in] numTaps number of filter coefficients in the filter. - * @param[in] pCoeffs points to the filter coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] blockSize number of input samples to process per call. - * @return The function returns ARM_MATH_SUCCESS if initialization is successful or ARM_MATH_LENGTH_ERROR if - * the filter length numTaps is not a multiple of the interpolation factor L. - */ - arm_status arm_fir_interpolate_init_f32( - arm_fir_interpolate_instance_f32 * S, - uint8_t L, - uint16_t numTaps, - const float32_t * pCoeffs, - float32_t * pState, - uint32_t blockSize); - - - /** - * @brief Instance structure for the high precision Q31 Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - q63_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ - const q31_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - uint8_t postShift; /**< additional shift, in bits, applied to each output sample. */ - } arm_biquad_cas_df1_32x64_ins_q31; - - - /** - * @param[in] S points to an instance of the high precision Q31 Biquad cascade filter structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cas_df1_32x64_q31( - const arm_biquad_cas_df1_32x64_ins_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @param[in,out] S points to an instance of the high precision Q31 Biquad cascade filter structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] postShift shift to be applied to the output. Varies according to the coefficients format - */ - void arm_biquad_cas_df1_32x64_init_q31( - arm_biquad_cas_df1_32x64_ins_q31 * S, - uint8_t numStages, - const q31_t * pCoeffs, - q63_t * pState, - uint8_t postShift); - - - /** - * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float32_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ - const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_cascade_df2T_instance_f32; - - /** - * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float32_t *pState; /**< points to the array of state coefficients. The array is of length 4*numStages. */ - const float32_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_cascade_stereo_df2T_instance_f32; - - /** - * @brief Instance structure for the floating-point transposed direct form II Biquad cascade filter. - */ - typedef struct - { - uint8_t numStages; /**< number of 2nd order stages in the filter. Overall order is 2*numStages. */ - float64_t *pState; /**< points to the array of state coefficients. The array is of length 2*numStages. */ - const float64_t *pCoeffs; /**< points to the array of coefficients. The array is of length 5*numStages. */ - } arm_biquad_cascade_df2T_instance_f64; - - - /** - * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in] S points to an instance of the filter data structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df2T_f32( - const arm_biquad_cascade_df2T_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. 2 channels - * @param[in] S points to an instance of the filter data structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_stereo_df2T_f32( - const arm_biquad_cascade_stereo_df2T_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Processing function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in] S points to an instance of the filter data structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_biquad_cascade_df2T_f64( - const arm_biquad_cascade_df2T_instance_f64 * S, - const float64_t * pSrc, - float64_t * pDst, - uint32_t blockSize); - - -#if defined(ARM_MATH_NEON) -void arm_biquad_cascade_df2T_compute_coefs_f32( - arm_biquad_cascade_df2T_instance_f32 * S, - uint8_t numStages, - float32_t * pCoeffs); -#endif - /** - * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in,out] S points to an instance of the filter data structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - */ - void arm_biquad_cascade_df2T_init_f32( - arm_biquad_cascade_df2T_instance_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in,out] S points to an instance of the filter data structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - */ - void arm_biquad_cascade_stereo_df2T_init_f32( - arm_biquad_cascade_stereo_df2T_instance_f32 * S, - uint8_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Initialization function for the floating-point transposed direct form II Biquad cascade filter. - * @param[in,out] S points to an instance of the filter data structure. - * @param[in] numStages number of 2nd order stages in the filter. - * @param[in] pCoeffs points to the filter coefficients. - * @param[in] pState points to the state buffer. - */ - void arm_biquad_cascade_df2T_init_f64( - arm_biquad_cascade_df2T_instance_f64 * S, - uint8_t numStages, - const float64_t * pCoeffs, - float64_t * pState); - - - /** - * @brief Instance structure for the Q15 FIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of filter stages. */ - q15_t *pState; /**< points to the state variable array. The array is of length numStages. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ - } arm_fir_lattice_instance_q15; - - /** - * @brief Instance structure for the Q31 FIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of filter stages. */ - q31_t *pState; /**< points to the state variable array. The array is of length numStages. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ - } arm_fir_lattice_instance_q31; - - /** - * @brief Instance structure for the floating-point FIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of filter stages. */ - float32_t *pState; /**< points to the state variable array. The array is of length numStages. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numStages. */ - } arm_fir_lattice_instance_f32; - - - /** - * @brief Initialization function for the Q15 FIR lattice filter. - * @param[in] S points to an instance of the Q15 FIR lattice structure. - * @param[in] numStages number of filter stages. - * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. - * @param[in] pState points to the state buffer. The array is of length numStages. - */ - void arm_fir_lattice_init_q15( - arm_fir_lattice_instance_q15 * S, - uint16_t numStages, - const q15_t * pCoeffs, - q15_t * pState); - - - /** - * @brief Processing function for the Q15 FIR lattice filter. - * @param[in] S points to an instance of the Q15 FIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_fir_lattice_q15( - const arm_fir_lattice_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 FIR lattice filter. - * @param[in] S points to an instance of the Q31 FIR lattice structure. - * @param[in] numStages number of filter stages. - * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. - * @param[in] pState points to the state buffer. The array is of length numStages. - */ - void arm_fir_lattice_init_q31( - arm_fir_lattice_instance_q31 * S, - uint16_t numStages, - const q31_t * pCoeffs, - q31_t * pState); - - - /** - * @brief Processing function for the Q31 FIR lattice filter. - * @param[in] S points to an instance of the Q31 FIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_fir_lattice_q31( - const arm_fir_lattice_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - -/** - * @brief Initialization function for the floating-point FIR lattice filter. - * @param[in] S points to an instance of the floating-point FIR lattice structure. - * @param[in] numStages number of filter stages. - * @param[in] pCoeffs points to the coefficient buffer. The array is of length numStages. - * @param[in] pState points to the state buffer. The array is of length numStages. - */ - void arm_fir_lattice_init_f32( - arm_fir_lattice_instance_f32 * S, - uint16_t numStages, - const float32_t * pCoeffs, - float32_t * pState); - - - /** - * @brief Processing function for the floating-point FIR lattice filter. - * @param[in] S points to an instance of the floating-point FIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] blockSize number of samples to process. - */ - void arm_fir_lattice_f32( - const arm_fir_lattice_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 IIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of stages in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ - q15_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ - q15_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ - } arm_iir_lattice_instance_q15; - - /** - * @brief Instance structure for the Q31 IIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of stages in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ - q31_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ - q31_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ - } arm_iir_lattice_instance_q31; - - /** - * @brief Instance structure for the floating-point IIR lattice filter. - */ - typedef struct - { - uint16_t numStages; /**< number of stages in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numStages+blockSize. */ - float32_t *pkCoeffs; /**< points to the reflection coefficient array. The array is of length numStages. */ - float32_t *pvCoeffs; /**< points to the ladder coefficient array. The array is of length numStages+1. */ - } arm_iir_lattice_instance_f32; - - - /** - * @brief Processing function for the floating-point IIR lattice filter. - * @param[in] S points to an instance of the floating-point IIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_f32( - const arm_iir_lattice_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the floating-point IIR lattice filter. - * @param[in] S points to an instance of the floating-point IIR lattice structure. - * @param[in] numStages number of stages in the filter. - * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. - * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. - * @param[in] pState points to the state buffer. The array is of length numStages+blockSize-1. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_init_f32( - arm_iir_lattice_instance_f32 * S, - uint16_t numStages, - float32_t * pkCoeffs, - float32_t * pvCoeffs, - float32_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 IIR lattice filter. - * @param[in] S points to an instance of the Q31 IIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_q31( - const arm_iir_lattice_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 IIR lattice filter. - * @param[in] S points to an instance of the Q31 IIR lattice structure. - * @param[in] numStages number of stages in the filter. - * @param[in] pkCoeffs points to the reflection coefficient buffer. The array is of length numStages. - * @param[in] pvCoeffs points to the ladder coefficient buffer. The array is of length numStages+1. - * @param[in] pState points to the state buffer. The array is of length numStages+blockSize. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_init_q31( - arm_iir_lattice_instance_q31 * S, - uint16_t numStages, - q31_t * pkCoeffs, - q31_t * pvCoeffs, - q31_t * pState, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 IIR lattice filter. - * @param[in] S points to an instance of the Q15 IIR lattice structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data. - * @param[in] blockSize number of samples to process. - */ - void arm_iir_lattice_q15( - const arm_iir_lattice_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - -/** - * @brief Initialization function for the Q15 IIR lattice filter. - * @param[in] S points to an instance of the fixed-point Q15 IIR lattice structure. - * @param[in] numStages number of stages in the filter. - * @param[in] pkCoeffs points to reflection coefficient buffer. The array is of length numStages. - * @param[in] pvCoeffs points to ladder coefficient buffer. The array is of length numStages+1. - * @param[in] pState points to state buffer. The array is of length numStages+blockSize. - * @param[in] blockSize number of samples to process per call. - */ - void arm_iir_lattice_init_q15( - arm_iir_lattice_instance_q15 * S, - uint16_t numStages, - q15_t * pkCoeffs, - q15_t * pvCoeffs, - q15_t * pState, - uint32_t blockSize); - - - /** - * @brief Instance structure for the floating-point LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - float32_t mu; /**< step size that controls filter coefficient updates. */ - } arm_lms_instance_f32; - - - /** - * @brief Processing function for floating-point LMS filter. - * @param[in] S points to an instance of the floating-point LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_f32( - const arm_lms_instance_f32 * S, - const float32_t * pSrc, - float32_t * pRef, - float32_t * pOut, - float32_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for floating-point LMS filter. - * @param[in] S points to an instance of the floating-point LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to the coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_init_f32( - arm_lms_instance_f32 * S, - uint16_t numTaps, - float32_t * pCoeffs, - float32_t * pState, - float32_t mu, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q15 LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q15_t mu; /**< step size that controls filter coefficient updates. */ - uint32_t postShift; /**< bit shift applied to coefficients. */ - } arm_lms_instance_q15; - - - /** - * @brief Initialization function for the Q15 LMS filter. - * @param[in] S points to an instance of the Q15 LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to the coefficient buffer. - * @param[in] pState points to the state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_init_q15( - arm_lms_instance_q15 * S, - uint16_t numTaps, - q15_t * pCoeffs, - q15_t * pState, - q15_t mu, - uint32_t blockSize, - uint32_t postShift); - - - /** - * @brief Processing function for Q15 LMS filter. - * @param[in] S points to an instance of the Q15 LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_q15( - const arm_lms_instance_q15 * S, - const q15_t * pSrc, - q15_t * pRef, - q15_t * pOut, - q15_t * pErr, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q31 LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q31_t mu; /**< step size that controls filter coefficient updates. */ - uint32_t postShift; /**< bit shift applied to coefficients. */ - } arm_lms_instance_q31; - - - /** - * @brief Processing function for Q31 LMS filter. - * @param[in] S points to an instance of the Q15 LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_q31( - const arm_lms_instance_q31 * S, - const q31_t * pSrc, - q31_t * pRef, - q31_t * pOut, - q31_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for Q31 LMS filter. - * @param[in] S points to an instance of the Q31 LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_init_q31( - arm_lms_instance_q31 * S, - uint16_t numTaps, - q31_t * pCoeffs, - q31_t * pState, - q31_t mu, - uint32_t blockSize, - uint32_t postShift); - - - /** - * @brief Instance structure for the floating-point normalized LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - float32_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - float32_t mu; /**< step size that control filter coefficient updates. */ - float32_t energy; /**< saves previous frame energy. */ - float32_t x0; /**< saves previous input sample. */ - } arm_lms_norm_instance_f32; - - - /** - * @brief Processing function for floating-point normalized LMS filter. - * @param[in] S points to an instance of the floating-point normalized LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_f32( - arm_lms_norm_instance_f32 * S, - const float32_t * pSrc, - float32_t * pRef, - float32_t * pOut, - float32_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for floating-point normalized LMS filter. - * @param[in] S points to an instance of the floating-point LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_init_f32( - arm_lms_norm_instance_f32 * S, - uint16_t numTaps, - float32_t * pCoeffs, - float32_t * pState, - float32_t mu, - uint32_t blockSize); - - - /** - * @brief Instance structure for the Q31 normalized LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - q31_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q31_t mu; /**< step size that controls filter coefficient updates. */ - uint8_t postShift; /**< bit shift applied to coefficients. */ - const q31_t *recipTable; /**< points to the reciprocal initial value table. */ - q31_t energy; /**< saves previous frame energy. */ - q31_t x0; /**< saves previous input sample. */ - } arm_lms_norm_instance_q31; - - - /** - * @brief Processing function for Q31 normalized LMS filter. - * @param[in] S points to an instance of the Q31 normalized LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_q31( - arm_lms_norm_instance_q31 * S, - const q31_t * pSrc, - q31_t * pRef, - q31_t * pOut, - q31_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for Q31 normalized LMS filter. - * @param[in] S points to an instance of the Q31 normalized LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_norm_init_q31( - arm_lms_norm_instance_q31 * S, - uint16_t numTaps, - q31_t * pCoeffs, - q31_t * pState, - q31_t mu, - uint32_t blockSize, - uint8_t postShift); - - - /** - * @brief Instance structure for the Q15 normalized LMS filter. - */ - typedef struct - { - uint16_t numTaps; /**< Number of coefficients in the filter. */ - q15_t *pState; /**< points to the state variable array. The array is of length numTaps+blockSize-1. */ - q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps. */ - q15_t mu; /**< step size that controls filter coefficient updates. */ - uint8_t postShift; /**< bit shift applied to coefficients. */ - const q15_t *recipTable; /**< Points to the reciprocal initial value table. */ - q15_t energy; /**< saves previous frame energy. */ - q15_t x0; /**< saves previous input sample. */ - } arm_lms_norm_instance_q15; - - - /** - * @brief Processing function for Q15 normalized LMS filter. - * @param[in] S points to an instance of the Q15 normalized LMS filter structure. - * @param[in] pSrc points to the block of input data. - * @param[in] pRef points to the block of reference data. - * @param[out] pOut points to the block of output data. - * @param[out] pErr points to the block of error data. - * @param[in] blockSize number of samples to process. - */ - void arm_lms_norm_q15( - arm_lms_norm_instance_q15 * S, - const q15_t * pSrc, - q15_t * pRef, - q15_t * pOut, - q15_t * pErr, - uint32_t blockSize); - - - /** - * @brief Initialization function for Q15 normalized LMS filter. - * @param[in] S points to an instance of the Q15 normalized LMS filter structure. - * @param[in] numTaps number of filter coefficients. - * @param[in] pCoeffs points to coefficient buffer. - * @param[in] pState points to state buffer. - * @param[in] mu step size that controls filter coefficient updates. - * @param[in] blockSize number of samples to process. - * @param[in] postShift bit shift applied to coefficients. - */ - void arm_lms_norm_init_q15( - arm_lms_norm_instance_q15 * S, - uint16_t numTaps, - q15_t * pCoeffs, - q15_t * pState, - q15_t mu, - uint32_t blockSize, - uint8_t postShift); - - - /** - * @brief Correlation of floating-point sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_f32( - const float32_t * pSrcA, - uint32_t srcALen, - const float32_t * pSrcB, - uint32_t srcBLen, - float32_t * pDst); - - -/** - @brief Correlation of Q15 sequences - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. -*/ -void arm_correlate_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch); - - -/** - @brief Correlation of Q15 sequences. - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - -/** - @brief Correlation of Q15 sequences (fast version). - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the location where the output result is written. Length 2 * max(srcALen, srcBLen) - 1. - @return none - */ -void arm_correlate_fast_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst); - - -/** - @brief Correlation of Q15 sequences (fast version). - @param[in] pSrcA points to the first input sequence. - @param[in] srcALen length of the first input sequence. - @param[in] pSrcB points to the second input sequence. - @param[in] srcBLen length of the second input sequence. - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - @param[in] pScratch points to scratch buffer of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - */ -void arm_correlate_fast_opt_q15( - const q15_t * pSrcA, - uint32_t srcALen, - const q15_t * pSrcB, - uint32_t srcBLen, - q15_t * pDst, - q15_t * pScratch); - - - /** - * @brief Correlation of Q31 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - -/** - @brief Correlation of Q31 sequences (fast version). - @param[in] pSrcA points to the first input sequence - @param[in] srcALen length of the first input sequence - @param[in] pSrcB points to the second input sequence - @param[in] srcBLen length of the second input sequence - @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ -void arm_correlate_fast_q31( - const q31_t * pSrcA, - uint32_t srcALen, - const q31_t * pSrcB, - uint32_t srcBLen, - q31_t * pDst); - - - /** - * @brief Correlation of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - * @param[in] pScratch1 points to scratch buffer(of type q15_t) of size max(srcALen, srcBLen) + 2*min(srcALen, srcBLen) - 2. - * @param[in] pScratch2 points to scratch buffer (of type q15_t) of size min(srcALen, srcBLen). - */ - void arm_correlate_opt_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst, - q15_t * pScratch1, - q15_t * pScratch2); - - - /** - * @brief Correlation of Q7 sequences. - * @param[in] pSrcA points to the first input sequence. - * @param[in] srcALen length of the first input sequence. - * @param[in] pSrcB points to the second input sequence. - * @param[in] srcBLen length of the second input sequence. - * @param[out] pDst points to the block of output data Length 2 * max(srcALen, srcBLen) - 1. - */ - void arm_correlate_q7( - const q7_t * pSrcA, - uint32_t srcALen, - const q7_t * pSrcB, - uint32_t srcBLen, - q7_t * pDst); - - - /** - * @brief Instance structure for the floating-point sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - float32_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const float32_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_f32; - - /** - * @brief Instance structure for the Q31 sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - q31_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const q31_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_q31; - - /** - * @brief Instance structure for the Q15 sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - q15_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const q15_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_q15; - - /** - * @brief Instance structure for the Q7 sparse FIR filter. - */ - typedef struct - { - uint16_t numTaps; /**< number of coefficients in the filter. */ - uint16_t stateIndex; /**< state buffer index. Points to the oldest sample in the state buffer. */ - q7_t *pState; /**< points to the state buffer array. The array is of length maxDelay+blockSize-1. */ - const q7_t *pCoeffs; /**< points to the coefficient array. The array is of length numTaps.*/ - uint16_t maxDelay; /**< maximum offset specified by the pTapDelay array. */ - int32_t *pTapDelay; /**< points to the array of delay values. The array is of length numTaps. */ - } arm_fir_sparse_instance_q7; - - - /** - * @brief Processing function for the floating-point sparse FIR filter. - * @param[in] S points to an instance of the floating-point sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_f32( - arm_fir_sparse_instance_f32 * S, - const float32_t * pSrc, - float32_t * pDst, - float32_t * pScratchIn, - uint32_t blockSize); - - - /** - * @brief Initialization function for the floating-point sparse FIR filter. - * @param[in,out] S points to an instance of the floating-point sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_f32( - arm_fir_sparse_instance_f32 * S, - uint16_t numTaps, - const float32_t * pCoeffs, - float32_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q31 sparse FIR filter. - * @param[in] S points to an instance of the Q31 sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_q31( - arm_fir_sparse_instance_q31 * S, - const q31_t * pSrc, - q31_t * pDst, - q31_t * pScratchIn, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q31 sparse FIR filter. - * @param[in,out] S points to an instance of the Q31 sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_q31( - arm_fir_sparse_instance_q31 * S, - uint16_t numTaps, - const q31_t * pCoeffs, - q31_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q15 sparse FIR filter. - * @param[in] S points to an instance of the Q15 sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] pScratchOut points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_q15( - arm_fir_sparse_instance_q15 * S, - const q15_t * pSrc, - q15_t * pDst, - q15_t * pScratchIn, - q31_t * pScratchOut, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q15 sparse FIR filter. - * @param[in,out] S points to an instance of the Q15 sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_q15( - arm_fir_sparse_instance_q15 * S, - uint16_t numTaps, - const q15_t * pCoeffs, - q15_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Processing function for the Q7 sparse FIR filter. - * @param[in] S points to an instance of the Q7 sparse FIR structure. - * @param[in] pSrc points to the block of input data. - * @param[out] pDst points to the block of output data - * @param[in] pScratchIn points to a temporary buffer of size blockSize. - * @param[in] pScratchOut points to a temporary buffer of size blockSize. - * @param[in] blockSize number of input samples to process per call. - */ - void arm_fir_sparse_q7( - arm_fir_sparse_instance_q7 * S, - const q7_t * pSrc, - q7_t * pDst, - q7_t * pScratchIn, - q31_t * pScratchOut, - uint32_t blockSize); - - - /** - * @brief Initialization function for the Q7 sparse FIR filter. - * @param[in,out] S points to an instance of the Q7 sparse FIR structure. - * @param[in] numTaps number of nonzero coefficients in the filter. - * @param[in] pCoeffs points to the array of filter coefficients. - * @param[in] pState points to the state buffer. - * @param[in] pTapDelay points to the array of offset times. - * @param[in] maxDelay maximum offset time supported. - * @param[in] blockSize number of samples that will be processed per block. - */ - void arm_fir_sparse_init_q7( - arm_fir_sparse_instance_q7 * S, - uint16_t numTaps, - const q7_t * pCoeffs, - q7_t * pState, - int32_t * pTapDelay, - uint16_t maxDelay, - uint32_t blockSize); - - - /** - * @brief Floating-point sin_cos function. - * @param[in] theta input value in degrees - * @param[out] pSinVal points to the processed sine output. - * @param[out] pCosVal points to the processed cos output. - */ - void arm_sin_cos_f32( - float32_t theta, - float32_t * pSinVal, - float32_t * pCosVal); - - - /** - * @brief Q31 sin_cos function. - * @param[in] theta scaled input value in degrees - * @param[out] pSinVal points to the processed sine output. - * @param[out] pCosVal points to the processed cosine output. - */ - void arm_sin_cos_q31( - q31_t theta, - q31_t * pSinVal, - q31_t * pCosVal); - - - /** - * @brief Floating-point complex conjugate. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_conj_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t numSamples); - - /** - * @brief Q31 complex conjugate. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_conj_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex conjugate. - * @param[in] pSrc points to the input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_conj_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @brief Floating-point complex magnitude squared - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_squared_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex magnitude squared - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_squared_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex magnitude squared - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_squared_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @ingroup groupController - */ - - /** - * @defgroup PID PID Motor Control - * - * A Proportional Integral Derivative (PID) controller is a generic feedback control - * loop mechanism widely used in industrial control systems. - * A PID controller is the most commonly used type of feedback controller. - * - * This set of functions implements (PID) controllers - * for Q15, Q31, and floating-point data types. The functions operate on a single sample - * of data and each call to the function returns a single processed value. - * S points to an instance of the PID control data structure. in - * is the input sample value. The functions return the output value. - * - * \par Algorithm: - * 
            -   *    y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2]
-   *    A0 = Kp + Ki + Kd
-   *    A1 = (-Kp ) - (2 * Kd )
-   *    A2 = Kd
-   *
            - * - * \par - * where \c Kp is proportional constant, \c Ki is Integral constant and \c Kd is Derivative constant - * - * \par - * \image html PID.gif "Proportional Integral Derivative Controller" - * - * \par - * The PID controller calculates an "error" value as the difference between - * the measured output and the reference input. - * The controller attempts to minimize the error by adjusting the process control inputs. - * The proportional value determines the reaction to the current error, - * the integral value determines the reaction based on the sum of recent errors, - * and the derivative value determines the reaction based on the rate at which the error has been changing. - * - * \par Instance Structure - * The Gains A0, A1, A2 and state variables for a PID controller are stored together in an instance data structure. - * A separate instance structure must be defined for each PID Controller. - * There are separate instance structure declarations for each of the 3 supported data types. - * - * \par Reset Functions - * There is also an associated reset function for each data type which clears the state array. - * - * \par Initialization Functions - * There is also an associated initialization function for each data type. - * The initialization function performs the following operations: - * - Initializes the Gains A0, A1, A2 from Kp,Ki, Kd gains. - * - Zeros out the values in the state buffer. - * - * \par - * Instance structure cannot be placed into a const data section and it is recommended to use the initialization function. - * - * \par Fixed-Point Behavior - * Care must be taken when using the fixed-point versions of the PID Controller functions. - * In particular, the overflow and saturation behavior of the accumulator used in each function must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup PID - * @{ - */ - - /** - * @brief Process function for the floating-point PID Control. - * @param[in,out] S is an instance of the floating-point PID Control structure - * @param[in] in input sample to process - * @return processed output sample. - */ - __STATIC_FORCEINLINE float32_t arm_pid_f32( - arm_pid_instance_f32 * S, - float32_t in) - { - float32_t out; - - /* y[n] = y[n-1] + A0 * x[n] + A1 * x[n-1] + A2 * x[n-2] */ - out = (S->A0 * in) + - (S->A1 * S->state[0]) + (S->A2 * S->state[1]) + (S->state[2]); - - /* Update state */ - S->state[1] = S->state[0]; - S->state[0] = in; - S->state[2] = out; - - /* return to application */ - return (out); - - } - -/** - @brief Process function for the Q31 PID Control. - @param[in,out] S points to an instance of the Q31 PID Control structure - @param[in] in input sample to process - @return processed output sample. - - \par Scaling and Overflow Behavior - The function is implemented using an internal 64-bit accumulator. - The accumulator has a 2.62 format and maintains full precision of the intermediate multiplication results but provides only a single guard bit. - Thus, if the accumulator result overflows it wraps around rather than clip. - In order to avoid overflows completely the input signal must be scaled down by 2 bits as there are four additions. - After all multiply-accumulates are performed, the 2.62 accumulator is truncated to 1.32 format and then saturated to 1.31 format. - */ -__STATIC_FORCEINLINE q31_t arm_pid_q31( - arm_pid_instance_q31 * S, - q31_t in) - { - q63_t acc; - q31_t out; - - /* acc = A0 * x[n] */ - acc = (q63_t) S->A0 * in; - - /* acc += A1 * x[n-1] */ - acc += (q63_t) S->A1 * S->state[0]; - - /* acc += A2 * x[n-2] */ - acc += (q63_t) S->A2 * S->state[1]; - - /* convert output to 1.31 format to add y[n-1] */ - out = (q31_t) (acc >> 31U); - - /* out += y[n-1] */ - out += S->state[2]; - - /* Update state */ - S->state[1] = S->state[0]; - S->state[0] = in; - S->state[2] = out; - - /* return to application */ - return (out); - } - - -/** - @brief Process function for the Q15 PID Control. - @param[in,out] S points to an instance of the Q15 PID Control structure - @param[in] in input sample to process - @return processed output sample. - - \par Scaling and Overflow Behavior - The function is implemented using a 64-bit internal accumulator. - Both Gains and state variables are represented in 1.15 format and multiplications yield a 2.30 result. - The 2.30 intermediate results are accumulated in a 64-bit accumulator in 34.30 format. - There is no risk of internal overflow with this approach and the full precision of intermediate multiplications is preserved. - After all additions have been performed, the accumulator is truncated to 34.15 format by discarding low 15 bits. - Lastly, the accumulator is saturated to yield a result in 1.15 format. - */ -__STATIC_FORCEINLINE q15_t arm_pid_q15( - arm_pid_instance_q15 * S, - q15_t in) - { - q63_t acc; - q15_t out; - -#if defined (ARM_MATH_DSP) - /* Implementation of PID controller */ - - /* acc = A0 * x[n] */ - acc = (q31_t) __SMUAD((uint32_t)S->A0, (uint32_t)in); - - /* acc += A1 * x[n-1] + A2 * x[n-2] */ - acc = (q63_t)__SMLALD((uint32_t)S->A1, (uint32_t)read_q15x2 (S->state), (uint64_t)acc); -#else - /* acc = A0 * x[n] */ - acc = ((q31_t) S->A0) * in; - - /* acc += A1 * x[n-1] + A2 * x[n-2] */ - acc += (q31_t) S->A1 * S->state[0]; - acc += (q31_t) S->A2 * S->state[1]; -#endif - - /* acc += y[n-1] */ - acc += (q31_t) S->state[2] << 15; - - /* saturate the output */ - out = (q15_t) (__SSAT((q31_t)(acc >> 15), 16)); - - /* Update state */ - S->state[1] = S->state[0]; - S->state[0] = in; - S->state[2] = out; - - /* return to application */ - return (out); - } - - /** - * @} end of PID group - */ - - - /** - * @brief Floating-point matrix inverse. - * @param[in] src points to the instance of the input floating-point matrix structure. - * @param[out] dst points to the instance of the output floating-point matrix structure. - * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. - * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. - */ - arm_status arm_mat_inverse_f32( - const arm_matrix_instance_f32 * src, - arm_matrix_instance_f32 * dst); - - - /** - * @brief Floating-point matrix inverse. - * @param[in] src points to the instance of the input floating-point matrix structure. - * @param[out] dst points to the instance of the output floating-point matrix structure. - * @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match. - * If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR. - */ - arm_status arm_mat_inverse_f64( - const arm_matrix_instance_f64 * src, - arm_matrix_instance_f64 * dst); - - - - /** - * @ingroup groupController - */ - - /** - * @defgroup clarke Vector Clarke Transform - * Forward Clarke transform converts the instantaneous stator phases into a two-coordinate time invariant vector. - * Generally the Clarke transform uses three-phase currents Ia, Ib and Ic to calculate currents - * in the two-phase orthogonal stator axis Ialpha and Ibeta. - * When Ialpha is superposed with Ia as shown in the figure below - * \image html clarke.gif Stator current space vector and its components in (a,b). - * and Ia + Ib + Ic = 0, in this condition Ialpha and Ibeta - * can be calculated using only Ia and Ib. - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html clarkeFormula.gif - * where Ia and Ib are the instantaneous stator phases and - * pIalpha and pIbeta are the two coordinates of time invariant vector. - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Clarke transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup clarke - * @{ - */ - - /** - * - * @brief Floating-point Clarke transform - * @param[in] Ia input three-phase coordinate a - * @param[in] Ib input three-phase coordinate b - * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - * @param[out] pIbeta points to output two-phase orthogonal vector axis beta - * @return none - */ - __STATIC_FORCEINLINE void arm_clarke_f32( - float32_t Ia, - float32_t Ib, - float32_t * pIalpha, - float32_t * pIbeta) - { - /* Calculate pIalpha using the equation, pIalpha = Ia */ - *pIalpha = Ia; - - /* Calculate pIbeta using the equation, pIbeta = (1/sqrt(3)) * Ia + (2/sqrt(3)) * Ib */ - *pIbeta = ((float32_t) 0.57735026919 * Ia + (float32_t) 1.15470053838 * Ib); - } - - -/** - @brief Clarke transform for Q31 version - @param[in] Ia input three-phase coordinate a - @param[in] Ib input three-phase coordinate b - @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - @param[out] pIbeta points to output two-phase orthogonal vector axis beta - @return none - - \par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the addition, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_clarke_q31( - q31_t Ia, - q31_t Ib, - q31_t * pIalpha, - q31_t * pIbeta) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - - /* Calculating pIalpha from Ia by equation pIalpha = Ia */ - *pIalpha = Ia; - - /* Intermediate product is calculated by (1/(sqrt(3)) * Ia) */ - product1 = (q31_t) (((q63_t) Ia * 0x24F34E8B) >> 30); - - /* Intermediate product is calculated by (2/sqrt(3) * Ib) */ - product2 = (q31_t) (((q63_t) Ib * 0x49E69D16) >> 30); - - /* pIbeta is calculated by adding the intermediate products */ - *pIbeta = __QADD(product1, product2); - } - - /** - * @} end of clarke group - */ - - - /** - * @ingroup groupController - */ - - /** - * @defgroup inv_clarke Vector Inverse Clarke Transform - * Inverse Clarke transform converts the two-coordinate time invariant vector into instantaneous stator phases. - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html clarkeInvFormula.gif - * where pIa and pIb are the instantaneous stator phases and - * Ialpha and Ibeta are the two coordinates of time invariant vector. - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Clarke transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup inv_clarke - * @{ - */ - - /** - * @brief Floating-point Inverse Clarke transform - * @param[in] Ialpha input two-phase orthogonal vector axis alpha - * @param[in] Ibeta input two-phase orthogonal vector axis beta - * @param[out] pIa points to output three-phase coordinate a - * @param[out] pIb points to output three-phase coordinate b - * @return none - */ - __STATIC_FORCEINLINE void arm_inv_clarke_f32( - float32_t Ialpha, - float32_t Ibeta, - float32_t * pIa, - float32_t * pIb) - { - /* Calculating pIa from Ialpha by equation pIa = Ialpha */ - *pIa = Ialpha; - - /* Calculating pIb from Ialpha and Ibeta by equation pIb = -(1/2) * Ialpha + (sqrt(3)/2) * Ibeta */ - *pIb = -0.5f * Ialpha + 0.8660254039f * Ibeta; - } - - -/** - @brief Inverse Clarke transform for Q31 version - @param[in] Ialpha input two-phase orthogonal vector axis alpha - @param[in] Ibeta input two-phase orthogonal vector axis beta - @param[out] pIa points to output three-phase coordinate a - @param[out] pIb points to output three-phase coordinate b - @return none - - \par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the subtraction, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_inv_clarke_q31( - q31_t Ialpha, - q31_t Ibeta, - q31_t * pIa, - q31_t * pIb) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - - /* Calculating pIa from Ialpha by equation pIa = Ialpha */ - *pIa = Ialpha; - - /* Intermediate product is calculated by (1/(2*sqrt(3)) * Ia) */ - product1 = (q31_t) (((q63_t) (Ialpha) * (0x40000000)) >> 31); - - /* Intermediate product is calculated by (1/sqrt(3) * pIb) */ - product2 = (q31_t) (((q63_t) (Ibeta) * (0x6ED9EBA1)) >> 31); - - /* pIb is calculated by subtracting the products */ - *pIb = __QSUB(product2, product1); - } - - /** - * @} end of inv_clarke group - */ - - - - /** - * @ingroup groupController - */ - - /** - * @defgroup park Vector Park Transform - * - * Forward Park transform converts the input two-coordinate vector to flux and torque components. - * The Park transform can be used to realize the transformation of the Ialpha and the Ibeta currents - * from the stationary to the moving reference frame and control the spatial relationship between - * the stator vector current and rotor flux vector. - * If we consider the d axis aligned with the rotor flux, the diagram below shows the - * current vector and the relationship from the two reference frames: - * \image html park.gif "Stator current space vector and its component in (a,b) and in the d,q rotating reference frame" - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html parkFormula.gif - * where Ialpha and Ibeta are the stator vector components, - * pId and pIq are rotor vector components and cosVal and sinVal are the - * cosine and sine values of theta (rotor flux position). - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Park transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup park - * @{ - */ - - /** - * @brief Floating-point Park transform - * @param[in] Ialpha input two-phase vector coordinate alpha - * @param[in] Ibeta input two-phase vector coordinate beta - * @param[out] pId points to output rotor reference frame d - * @param[out] pIq points to output rotor reference frame q - * @param[in] sinVal sine value of rotation angle theta - * @param[in] cosVal cosine value of rotation angle theta - * @return none - * - * The function implements the forward Park transform. - * - */ - __STATIC_FORCEINLINE void arm_park_f32( - float32_t Ialpha, - float32_t Ibeta, - float32_t * pId, - float32_t * pIq, - float32_t sinVal, - float32_t cosVal) - { - /* Calculate pId using the equation, pId = Ialpha * cosVal + Ibeta * sinVal */ - *pId = Ialpha * cosVal + Ibeta * sinVal; - - /* Calculate pIq using the equation, pIq = - Ialpha * sinVal + Ibeta * cosVal */ - *pIq = -Ialpha * sinVal + Ibeta * cosVal; - } - - -/** - @brief Park transform for Q31 version - @param[in] Ialpha input two-phase vector coordinate alpha - @param[in] Ibeta input two-phase vector coordinate beta - @param[out] pId points to output rotor reference frame d - @param[out] pIq points to output rotor reference frame q - @param[in] sinVal sine value of rotation angle theta - @param[in] cosVal cosine value of rotation angle theta - @return none - - \par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the addition and subtraction, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_park_q31( - q31_t Ialpha, - q31_t Ibeta, - q31_t * pId, - q31_t * pIq, - q31_t sinVal, - q31_t cosVal) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - q31_t product3, product4; /* Temporary variables used to store intermediate results */ - - /* Intermediate product is calculated by (Ialpha * cosVal) */ - product1 = (q31_t) (((q63_t) (Ialpha) * (cosVal)) >> 31); - - /* Intermediate product is calculated by (Ibeta * sinVal) */ - product2 = (q31_t) (((q63_t) (Ibeta) * (sinVal)) >> 31); - - - /* Intermediate product is calculated by (Ialpha * sinVal) */ - product3 = (q31_t) (((q63_t) (Ialpha) * (sinVal)) >> 31); - - /* Intermediate product is calculated by (Ibeta * cosVal) */ - product4 = (q31_t) (((q63_t) (Ibeta) * (cosVal)) >> 31); - - /* Calculate pId by adding the two intermediate products 1 and 2 */ - *pId = __QADD(product1, product2); - - /* Calculate pIq by subtracting the two intermediate products 3 from 4 */ - *pIq = __QSUB(product4, product3); - } - - /** - * @} end of park group - */ - - - /** - * @ingroup groupController - */ - - /** - * @defgroup inv_park Vector Inverse Park transform - * Inverse Park transform converts the input flux and torque components to two-coordinate vector. - * - * The function operates on a single sample of data and each call to the function returns the processed output. - * The library provides separate functions for Q31 and floating-point data types. - * \par Algorithm - * \image html parkInvFormula.gif - * where pIalpha and pIbeta are the stator vector components, - * Id and Iq are rotor vector components and cosVal and sinVal are the - * cosine and sine values of theta (rotor flux position). - * \par Fixed-Point Behavior - * Care must be taken when using the Q31 version of the Park transform. - * In particular, the overflow and saturation behavior of the accumulator used must be considered. - * Refer to the function specific documentation below for usage guidelines. - */ - - /** - * @addtogroup inv_park - * @{ - */ - - /** - * @brief Floating-point Inverse Park transform - * @param[in] Id input coordinate of rotor reference frame d - * @param[in] Iq input coordinate of rotor reference frame q - * @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - * @param[out] pIbeta points to output two-phase orthogonal vector axis beta - * @param[in] sinVal sine value of rotation angle theta - * @param[in] cosVal cosine value of rotation angle theta - * @return none - */ - __STATIC_FORCEINLINE void arm_inv_park_f32( - float32_t Id, - float32_t Iq, - float32_t * pIalpha, - float32_t * pIbeta, - float32_t sinVal, - float32_t cosVal) - { - /* Calculate pIalpha using the equation, pIalpha = Id * cosVal - Iq * sinVal */ - *pIalpha = Id * cosVal - Iq * sinVal; - - /* Calculate pIbeta using the equation, pIbeta = Id * sinVal + Iq * cosVal */ - *pIbeta = Id * sinVal + Iq * cosVal; - } - - -/** - @brief Inverse Park transform for Q31 version - @param[in] Id input coordinate of rotor reference frame d - @param[in] Iq input coordinate of rotor reference frame q - @param[out] pIalpha points to output two-phase orthogonal vector axis alpha - @param[out] pIbeta points to output two-phase orthogonal vector axis beta - @param[in] sinVal sine value of rotation angle theta - @param[in] cosVal cosine value of rotation angle theta - @return none - - @par Scaling and Overflow Behavior - The function is implemented using an internal 32-bit accumulator. - The accumulator maintains 1.31 format by truncating lower 31 bits of the intermediate multiplication in 2.62 format. - There is saturation on the addition, hence there is no risk of overflow. - */ -__STATIC_FORCEINLINE void arm_inv_park_q31( - q31_t Id, - q31_t Iq, - q31_t * pIalpha, - q31_t * pIbeta, - q31_t sinVal, - q31_t cosVal) - { - q31_t product1, product2; /* Temporary variables used to store intermediate results */ - q31_t product3, product4; /* Temporary variables used to store intermediate results */ - - /* Intermediate product is calculated by (Id * cosVal) */ - product1 = (q31_t) (((q63_t) (Id) * (cosVal)) >> 31); - - /* Intermediate product is calculated by (Iq * sinVal) */ - product2 = (q31_t) (((q63_t) (Iq) * (sinVal)) >> 31); - - - /* Intermediate product is calculated by (Id * sinVal) */ - product3 = (q31_t) (((q63_t) (Id) * (sinVal)) >> 31); - - /* Intermediate product is calculated by (Iq * cosVal) */ - product4 = (q31_t) (((q63_t) (Iq) * (cosVal)) >> 31); - - /* Calculate pIalpha by using the two intermediate products 1 and 2 */ - *pIalpha = __QSUB(product1, product2); - - /* Calculate pIbeta by using the two intermediate products 3 and 4 */ - *pIbeta = __QADD(product4, product3); - } - - /** - * @} end of Inverse park group - */ - - - /** - * @ingroup groupInterpolation - */ - - /** - * @defgroup LinearInterpolate Linear Interpolation - * - * Linear interpolation is a method of curve fitting using linear polynomials. - * Linear interpolation works by effectively drawing a straight line between two neighboring samples and returning the appropriate point along that line - * - * \par - * \image html LinearInterp.gif "Linear interpolation" - * - * \par - * A Linear Interpolate function calculates an output value(y), for the input(x) - * using linear interpolation of the input values x0, x1( nearest input values) and the output values y0 and y1(nearest output values) - * - * \par Algorithm: - * 
            -   *       y = y0 + (x - x0) * ((y1 - y0)/(x1-x0))
-   *       where x0, x1 are nearest values of input x
-   *             y0, y1 are nearest values to output y
-   *
            - * - * \par - * This set of functions implements Linear interpolation process - * for Q7, Q15, Q31, and floating-point data types. The functions operate on a single - * sample of data and each call to the function returns a single processed value. - * S points to an instance of the Linear Interpolate function data structure. - * x is the input sample value. The functions returns the output value. - * - * \par - * if x is outside of the table boundary, Linear interpolation returns first value of the table - * if x is below input range and returns last value of table if x is above range. - */ - - /** - * @addtogroup LinearInterpolate - * @{ - */ - - /** - * @brief Process function for the floating-point Linear Interpolation Function. - * @param[in,out] S is an instance of the floating-point Linear Interpolation structure - * @param[in] x input sample to process - * @return y processed output sample. - * - */ - __STATIC_FORCEINLINE float32_t arm_linear_interp_f32( - arm_linear_interp_instance_f32 * S, - float32_t x) - { - float32_t y; - float32_t x0, x1; /* Nearest input values */ - float32_t y0, y1; /* Nearest output values */ - float32_t xSpacing = S->xSpacing; /* spacing between input values */ - int32_t i; /* Index variable */ - float32_t *pYData = S->pYData; /* pointer to output table */ - - /* Calculation of index */ - i = (int32_t) ((x - S->x1) / xSpacing); - - if (i < 0) - { - /* Iniatilize output for below specified range as least output value of table */ - y = pYData[0]; - } - else if ((uint32_t)i >= (S->nValues - 1)) - { - /* Iniatilize output for above specified range as last output value of table */ - y = pYData[S->nValues - 1]; - } - else - { - /* Calculation of nearest input values */ - x0 = S->x1 + i * xSpacing; - x1 = S->x1 + (i + 1) * xSpacing; - - /* Read of nearest output values */ - y0 = pYData[i]; - y1 = pYData[i + 1]; - - /* Calculation of output */ - y = y0 + (x - x0) * ((y1 - y0) / (x1 - x0)); - - } - - /* returns output value */ - return (y); - } - - - /** - * - * @brief Process function for the Q31 Linear Interpolation Function. - * @param[in] pYData pointer to Q31 Linear Interpolation table - * @param[in] x input sample to process - * @param[in] nValues number of table values - * @return y processed output sample. - * - * \par - * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. - * This function can support maximum of table size 2^12. - * - */ - __STATIC_FORCEINLINE q31_t arm_linear_interp_q31( - q31_t * pYData, - q31_t x, - uint32_t nValues) - { - q31_t y; /* output */ - q31_t y0, y1; /* Nearest output values */ - q31_t fract; /* fractional part */ - int32_t index; /* Index to read nearest output values */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - index = ((x & (q31_t)0xFFF00000) >> 20); - - if (index >= (int32_t)(nValues - 1)) - { - return (pYData[nValues - 1]); - } - else if (index < 0) - { - return (pYData[0]); - } - else - { - /* 20 bits for the fractional part */ - /* shift left by 11 to keep fract in 1.31 format */ - fract = (x & 0x000FFFFF) << 11; - - /* Read two nearest output values from the index in 1.31(q31) format */ - y0 = pYData[index]; - y1 = pYData[index + 1]; - - /* Calculation of y0 * (1-fract) and y is in 2.30 format */ - y = ((q31_t) ((q63_t) y0 * (0x7FFFFFFF - fract) >> 32)); - - /* Calculation of y0 * (1-fract) + y1 *fract and y is in 2.30 format */ - y += ((q31_t) (((q63_t) y1 * fract) >> 32)); - - /* Convert y to 1.31 format */ - return (y << 1U); - } - } - - - /** - * - * @brief Process function for the Q15 Linear Interpolation Function. - * @param[in] pYData pointer to Q15 Linear Interpolation table - * @param[in] x input sample to process - * @param[in] nValues number of table values - * @return y processed output sample. - * - * \par - * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. - * This function can support maximum of table size 2^12. - * - */ - __STATIC_FORCEINLINE q15_t arm_linear_interp_q15( - q15_t * pYData, - q31_t x, - uint32_t nValues) - { - q63_t y; /* output */ - q15_t y0, y1; /* Nearest output values */ - q31_t fract; /* fractional part */ - int32_t index; /* Index to read nearest output values */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - index = ((x & (int32_t)0xFFF00000) >> 20); - - if (index >= (int32_t)(nValues - 1)) - { - return (pYData[nValues - 1]); - } - else if (index < 0) - { - return (pYData[0]); - } - else - { - /* 20 bits for the fractional part */ - /* fract is in 12.20 format */ - fract = (x & 0x000FFFFF); - - /* Read two nearest output values from the index */ - y0 = pYData[index]; - y1 = pYData[index + 1]; - - /* Calculation of y0 * (1-fract) and y is in 13.35 format */ - y = ((q63_t) y0 * (0xFFFFF - fract)); - - /* Calculation of (y0 * (1-fract) + y1 * fract) and y is in 13.35 format */ - y += ((q63_t) y1 * (fract)); - - /* convert y to 1.15 format */ - return (q15_t) (y >> 20); - } - } - - - /** - * - * @brief Process function for the Q7 Linear Interpolation Function. - * @param[in] pYData pointer to Q7 Linear Interpolation table - * @param[in] x input sample to process - * @param[in] nValues number of table values - * @return y processed output sample. - * - * \par - * Input sample x is in 12.20 format which contains 12 bits for table index and 20 bits for fractional part. - * This function can support maximum of table size 2^12. - */ - __STATIC_FORCEINLINE q7_t arm_linear_interp_q7( - q7_t * pYData, - q31_t x, - uint32_t nValues) - { - q31_t y; /* output */ - q7_t y0, y1; /* Nearest output values */ - q31_t fract; /* fractional part */ - uint32_t index; /* Index to read nearest output values */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - if (x < 0) - { - return (pYData[0]); - } - index = (x >> 20) & 0xfff; - - if (index >= (nValues - 1)) - { - return (pYData[nValues - 1]); - } - else - { - /* 20 bits for the fractional part */ - /* fract is in 12.20 format */ - fract = (x & 0x000FFFFF); - - /* Read two nearest output values from the index and are in 1.7(q7) format */ - y0 = pYData[index]; - y1 = pYData[index + 1]; - - /* Calculation of y0 * (1-fract ) and y is in 13.27(q27) format */ - y = ((y0 * (0xFFFFF - fract))); - - /* Calculation of y1 * fract + y0 * (1-fract) and y is in 13.27(q27) format */ - y += (y1 * fract); - - /* convert y to 1.7(q7) format */ - return (q7_t) (y >> 20); - } - } - - /** - * @} end of LinearInterpolate group - */ - - /** - * @brief Fast approximation to the trigonometric sine function for floating-point data. - * @param[in] x input value in radians. - * @return sin(x). - */ - float32_t arm_sin_f32( - float32_t x); - - - /** - * @brief Fast approximation to the trigonometric sine function for Q31 data. - * @param[in] x Scaled input value in radians. - * @return sin(x). - */ - q31_t arm_sin_q31( - q31_t x); - - - /** - * @brief Fast approximation to the trigonometric sine function for Q15 data. - * @param[in] x Scaled input value in radians. - * @return sin(x). - */ - q15_t arm_sin_q15( - q15_t x); - - - /** - * @brief Fast approximation to the trigonometric cosine function for floating-point data. - * @param[in] x input value in radians. - * @return cos(x). - */ - float32_t arm_cos_f32( - float32_t x); - - - /** - * @brief Fast approximation to the trigonometric cosine function for Q31 data. - * @param[in] x Scaled input value in radians. - * @return cos(x). - */ - q31_t arm_cos_q31( - q31_t x); - - - /** - * @brief Fast approximation to the trigonometric cosine function for Q15 data. - * @param[in] x Scaled input value in radians. - * @return cos(x). - */ - q15_t arm_cos_q15( - q15_t x); - - -/** - @brief Floating-point vector of log values. - @param[in] pSrc points to the input vector - @param[out] pDst points to the output vector - @param[in] blockSize number of samples in each vector - @return none - */ - void arm_vlog_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - -/** - @brief Floating-point vector of exp values. - @param[in] pSrc points to the input vector - @param[out] pDst points to the output vector - @param[in] blockSize number of samples in each vector - @return none - */ - void arm_vexp_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - /** - * @ingroup groupFastMath - */ - - - /** - * @defgroup SQRT Square Root - * - * Computes the square root of a number. - * There are separate functions for Q15, Q31, and floating-point data types. - * The square root function is computed using the Newton-Raphson algorithm. - * This is an iterative algorithm of the form: - * 
            -   *      x1 = x0 - f(x0)/f'(x0)
-   *
            - * where x1 is the current estimate, - * x0 is the previous estimate, and - * f'(x0) is the derivative of f() evaluated at x0. - * For the square root function, the algorithm reduces to: - * 
            -   *     x0 = in/2                         [initial guess]
-   *     x1 = 1/2 * ( x0 + in / x0)        [each iteration]
-   *
            - */ - - - /** - * @addtogroup SQRT - * @{ - */ - -/** - @brief Floating-point square root function. - @param[in] in input value - @param[out] pOut square root of input value - @return execution status - - \ref ARM_MATH_SUCCESS : input value is positive - - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 - */ -__STATIC_FORCEINLINE arm_status arm_sqrt_f32( - float32_t in, - float32_t * pOut) - { - if (in >= 0.0f) - { -#if defined ( __CC_ARM ) - #if defined __TARGET_FPU_VFP - *pOut = __sqrtf(in); - #else - *pOut = sqrtf(in); - #endif - -#elif defined ( __ICCARM__ ) - #if defined __ARMVFP__ - __ASM("VSQRT.F32 %0,%1" : "=t"(*pOut) : "t"(in)); - #else - *pOut = sqrtf(in); - #endif - -#else - *pOut = sqrtf(in); -#endif - - return (ARM_MATH_SUCCESS); - } - else - { - *pOut = 0.0f; - return (ARM_MATH_ARGUMENT_ERROR); - } - } - - -/** - @brief Q31 square root function. - @param[in] in input value. The range of the input value is [0 +1) or 0x00000000 to 0x7FFFFFFF - @param[out] pOut points to square root of input value - @return execution status - - \ref ARM_MATH_SUCCESS : input value is positive - - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 - */ -arm_status arm_sqrt_q31( - q31_t in, - q31_t * pOut); - - -/** - @brief Q15 square root function. - @param[in] in input value. The range of the input value is [0 +1) or 0x0000 to 0x7FFF - @param[out] pOut points to square root of input value - @return execution status - - \ref ARM_MATH_SUCCESS : input value is positive - - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 - */ -arm_status arm_sqrt_q15( - q15_t in, - q15_t * pOut); - - /** - * @brief Vector Floating-point square root function. - * @param[in] pIn input vector. - * @param[out] pOut vector of square roots of input elements. - * @param[in] len length of input vector. - * @return The function returns ARM_MATH_SUCCESS if input value is positive value or ARM_MATH_ARGUMENT_ERROR if - * in is negative value and returns zero output for negative values. - */ - void arm_vsqrt_f32( - float32_t * pIn, - float32_t * pOut, - uint16_t len); - - void arm_vsqrt_q31( - q31_t * pIn, - q31_t * pOut, - uint16_t len); - - void arm_vsqrt_q15( - q15_t * pIn, - q15_t * pOut, - uint16_t len); - - /** - * @} end of SQRT group - */ - - - /** - * @brief floating-point Circular write function. - */ - __STATIC_FORCEINLINE void arm_circularWrite_f32( - int32_t * circBuffer, - int32_t L, - uint16_t * writeOffset, - int32_t bufferInc, - const int32_t * src, - int32_t srcInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t wOffset; - - /* Copy the value of Index pointer that points - * to the current location where the input samples to be copied */ - wOffset = *writeOffset; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the input sample to the circular buffer */ - circBuffer[wOffset] = *src; - - /* Update the input pointer */ - src += srcInc; - - /* Circularly update wOffset. Watch out for positive and negative value */ - wOffset += bufferInc; - if (wOffset >= L) - wOffset -= L; - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *writeOffset = (uint16_t)wOffset; - } - - - - /** - * @brief floating-point Circular Read function. - */ - __STATIC_FORCEINLINE void arm_circularRead_f32( - int32_t * circBuffer, - int32_t L, - int32_t * readOffset, - int32_t bufferInc, - int32_t * dst, - int32_t * dst_base, - int32_t dst_length, - int32_t dstInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t rOffset; - int32_t* dst_end; - - /* Copy the value of Index pointer that points - * to the current location from where the input samples to be read */ - rOffset = *readOffset; - dst_end = dst_base + dst_length; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the sample from the circular buffer to the destination buffer */ - *dst = circBuffer[rOffset]; - - /* Update the input pointer */ - dst += dstInc; - - if (dst == dst_end) - { - dst = dst_base; - } - - /* Circularly update rOffset. Watch out for positive and negative value */ - rOffset += bufferInc; - - if (rOffset >= L) - { - rOffset -= L; - } - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *readOffset = rOffset; - } - - - /** - * @brief Q15 Circular write function. - */ - __STATIC_FORCEINLINE void arm_circularWrite_q15( - q15_t * circBuffer, - int32_t L, - uint16_t * writeOffset, - int32_t bufferInc, - const q15_t * src, - int32_t srcInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t wOffset; - - /* Copy the value of Index pointer that points - * to the current location where the input samples to be copied */ - wOffset = *writeOffset; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the input sample to the circular buffer */ - circBuffer[wOffset] = *src; - - /* Update the input pointer */ - src += srcInc; - - /* Circularly update wOffset. Watch out for positive and negative value */ - wOffset += bufferInc; - if (wOffset >= L) - wOffset -= L; - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *writeOffset = (uint16_t)wOffset; - } - - - /** - * @brief Q15 Circular Read function. - */ - __STATIC_FORCEINLINE void arm_circularRead_q15( - q15_t * circBuffer, - int32_t L, - int32_t * readOffset, - int32_t bufferInc, - q15_t * dst, - q15_t * dst_base, - int32_t dst_length, - int32_t dstInc, - uint32_t blockSize) - { - uint32_t i = 0; - int32_t rOffset; - q15_t* dst_end; - - /* Copy the value of Index pointer that points - * to the current location from where the input samples to be read */ - rOffset = *readOffset; - - dst_end = dst_base + dst_length; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the sample from the circular buffer to the destination buffer */ - *dst = circBuffer[rOffset]; - - /* Update the input pointer */ - dst += dstInc; - - if (dst == dst_end) - { - dst = dst_base; - } - - /* Circularly update wOffset. Watch out for positive and negative value */ - rOffset += bufferInc; - - if (rOffset >= L) - { - rOffset -= L; - } - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *readOffset = rOffset; - } - - - /** - * @brief Q7 Circular write function. - */ - __STATIC_FORCEINLINE void arm_circularWrite_q7( - q7_t * circBuffer, - int32_t L, - uint16_t * writeOffset, - int32_t bufferInc, - const q7_t * src, - int32_t srcInc, - uint32_t blockSize) - { - uint32_t i = 0U; - int32_t wOffset; - - /* Copy the value of Index pointer that points - * to the current location where the input samples to be copied */ - wOffset = *writeOffset; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the input sample to the circular buffer */ - circBuffer[wOffset] = *src; - - /* Update the input pointer */ - src += srcInc; - - /* Circularly update wOffset. Watch out for positive and negative value */ - wOffset += bufferInc; - if (wOffset >= L) - wOffset -= L; - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *writeOffset = (uint16_t)wOffset; - } - - - /** - * @brief Q7 Circular Read function. - */ - __STATIC_FORCEINLINE void arm_circularRead_q7( - q7_t * circBuffer, - int32_t L, - int32_t * readOffset, - int32_t bufferInc, - q7_t * dst, - q7_t * dst_base, - int32_t dst_length, - int32_t dstInc, - uint32_t blockSize) - { - uint32_t i = 0; - int32_t rOffset; - q7_t* dst_end; - - /* Copy the value of Index pointer that points - * to the current location from where the input samples to be read */ - rOffset = *readOffset; - - dst_end = dst_base + dst_length; - - /* Loop over the blockSize */ - i = blockSize; - - while (i > 0U) - { - /* copy the sample from the circular buffer to the destination buffer */ - *dst = circBuffer[rOffset]; - - /* Update the input pointer */ - dst += dstInc; - - if (dst == dst_end) - { - dst = dst_base; - } - - /* Circularly update rOffset. Watch out for positive and negative value */ - rOffset += bufferInc; - - if (rOffset >= L) - { - rOffset -= L; - } - - /* Decrement the loop counter */ - i--; - } - - /* Update the index pointer */ - *readOffset = rOffset; - } - - - /** - * @brief Sum of the squares of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_q31( - const q31_t * pSrc, - uint32_t blockSize, - q63_t * pResult); - - - /** - * @brief Sum of the squares of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Sum of the squares of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_q15( - const q15_t * pSrc, - uint32_t blockSize, - q63_t * pResult); - - - /** - * @brief Sum of the squares of the elements of a Q7 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_power_q7( - const q7_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Mean value of a Q7 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_q7( - const q7_t * pSrc, - uint32_t blockSize, - q7_t * pResult); - - - /** - * @brief Mean value of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Mean value of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Mean value of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_mean_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Variance of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_var_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Variance of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_var_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Variance of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_var_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Root Mean Square of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_rms_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Root Mean Square of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_rms_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Root Mean Square of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_rms_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Standard deviation of the elements of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_std_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult); - - - /** - * @brief Standard deviation of the elements of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_std_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult); - - - /** - * @brief Standard deviation of the elements of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output value. - */ - void arm_std_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult); - - - /** - * @brief Floating-point complex magnitude - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_f32( - const float32_t * pSrc, - float32_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex magnitude - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_q31( - const q31_t * pSrc, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex magnitude - * @param[in] pSrc points to the complex input vector - * @param[out] pDst points to the real output vector - * @param[in] numSamples number of complex samples in the input vector - */ - void arm_cmplx_mag_q15( - const q15_t * pSrc, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q15 complex dot product - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] numSamples number of complex samples in each vector - * @param[out] realResult real part of the result returned here - * @param[out] imagResult imaginary part of the result returned here - */ - void arm_cmplx_dot_prod_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - uint32_t numSamples, - q31_t * realResult, - q31_t * imagResult); - - - /** - * @brief Q31 complex dot product - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] numSamples number of complex samples in each vector - * @param[out] realResult real part of the result returned here - * @param[out] imagResult imaginary part of the result returned here - */ - void arm_cmplx_dot_prod_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - uint32_t numSamples, - q63_t * realResult, - q63_t * imagResult); - - - /** - * @brief Floating-point complex dot product - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] numSamples number of complex samples in each vector - * @param[out] realResult real part of the result returned here - * @param[out] imagResult imaginary part of the result returned here - */ - void arm_cmplx_dot_prod_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - uint32_t numSamples, - float32_t * realResult, - float32_t * imagResult); - - - /** - * @brief Q15 complex-by-real multiplication - * @param[in] pSrcCmplx points to the complex input vector - * @param[in] pSrcReal points to the real input vector - * @param[out] pCmplxDst points to the complex output vector - * @param[in] numSamples number of samples in each vector - */ - void arm_cmplx_mult_real_q15( - const q15_t * pSrcCmplx, - const q15_t * pSrcReal, - q15_t * pCmplxDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex-by-real multiplication - * @param[in] pSrcCmplx points to the complex input vector - * @param[in] pSrcReal points to the real input vector - * @param[out] pCmplxDst points to the complex output vector - * @param[in] numSamples number of samples in each vector - */ - void arm_cmplx_mult_real_q31( - const q31_t * pSrcCmplx, - const q31_t * pSrcReal, - q31_t * pCmplxDst, - uint32_t numSamples); - - - /** - * @brief Floating-point complex-by-real multiplication - * @param[in] pSrcCmplx points to the complex input vector - * @param[in] pSrcReal points to the real input vector - * @param[out] pCmplxDst points to the complex output vector - * @param[in] numSamples number of samples in each vector - */ - void arm_cmplx_mult_real_f32( - const float32_t * pSrcCmplx, - const float32_t * pSrcReal, - float32_t * pCmplxDst, - uint32_t numSamples); - - - /** - * @brief Minimum value of a Q7 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] result is output pointer - * @param[in] index is the array index of the minimum value in the input buffer. - */ - void arm_min_q7( - const q7_t * pSrc, - uint32_t blockSize, - q7_t * result, - uint32_t * index); - - - /** - * @brief Minimum value of a Q15 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output pointer - * @param[in] pIndex is the array index of the minimum value in the input buffer. - */ - void arm_min_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult, - uint32_t * pIndex); - - - /** - * @brief Minimum value of a Q31 vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output pointer - * @param[out] pIndex is the array index of the minimum value in the input buffer. - */ - void arm_min_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult, - uint32_t * pIndex); - - - /** - * @brief Minimum value of a floating-point vector. - * @param[in] pSrc is input pointer - * @param[in] blockSize is the number of samples to process - * @param[out] pResult is output pointer - * @param[out] pIndex is the array index of the minimum value in the input buffer. - */ - void arm_min_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a Q7 vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_q7( - const q7_t * pSrc, - uint32_t blockSize, - q7_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a Q15 vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_q15( - const q15_t * pSrc, - uint32_t blockSize, - q15_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a Q31 vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_q31( - const q31_t * pSrc, - uint32_t blockSize, - q31_t * pResult, - uint32_t * pIndex); - - -/** - * @brief Maximum value of a floating-point vector. - * @param[in] pSrc points to the input buffer - * @param[in] blockSize length of the input vector - * @param[out] pResult maximum value returned here - * @param[out] pIndex index of maximum value returned here - */ - void arm_max_f32( - const float32_t * pSrc, - uint32_t blockSize, - float32_t * pResult, - uint32_t * pIndex); - - /** - @brief Maximum value of a floating-point vector. - @param[in] pSrc points to the input vector - @param[in] blockSize number of samples in input vector - @param[out] pResult maximum value returned here - @return none - */ - void arm_max_no_idx_f32( - const float32_t *pSrc, - uint32_t blockSize, - float32_t *pResult); - - /** - * @brief Q15 complex-by-complex multiplication - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_mult_cmplx_q15( - const q15_t * pSrcA, - const q15_t * pSrcB, - q15_t * pDst, - uint32_t numSamples); - - - /** - * @brief Q31 complex-by-complex multiplication - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_mult_cmplx_q31( - const q31_t * pSrcA, - const q31_t * pSrcB, - q31_t * pDst, - uint32_t numSamples); - - - /** - * @brief Floating-point complex-by-complex multiplication - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[out] pDst points to the output vector - * @param[in] numSamples number of complex samples in each vector - */ - void arm_cmplx_mult_cmplx_f32( - const float32_t * pSrcA, - const float32_t * pSrcB, - float32_t * pDst, - uint32_t numSamples); - - - /** - * @brief Converts the elements of the floating-point vector to Q31 vector. - * @param[in] pSrc points to the floating-point input vector - * @param[out] pDst points to the Q31 output vector - * @param[in] blockSize length of the input vector - */ - void arm_float_to_q31( - const float32_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the floating-point vector to Q15 vector. - * @param[in] pSrc points to the floating-point input vector - * @param[out] pDst points to the Q15 output vector - * @param[in] blockSize length of the input vector - */ - void arm_float_to_q15( - const float32_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the floating-point vector to Q7 vector. - * @param[in] pSrc points to the floating-point input vector - * @param[out] pDst points to the Q7 output vector - * @param[in] blockSize length of the input vector - */ - void arm_float_to_q7( - const float32_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q31 vector to floating-point vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q31_to_float( - const q31_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q31 vector to Q15 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q31_to_q15( - const q31_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q31 vector to Q7 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q31_to_q7( - const q31_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q15 vector to floating-point vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q15_to_float( - const q15_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q15 vector to Q31 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q15_to_q31( - const q15_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q15 vector to Q7 vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q15_to_q7( - const q15_t * pSrc, - q7_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q7 vector to floating-point vector. - * @param[in] pSrc is input pointer - * @param[out] pDst is output pointer - * @param[in] blockSize is the number of samples to process - */ - void arm_q7_to_float( - const q7_t * pSrc, - float32_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q7 vector to Q31 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_q7_to_q31( - const q7_t * pSrc, - q31_t * pDst, - uint32_t blockSize); - - - /** - * @brief Converts the elements of the Q7 vector to Q15 vector. - * @param[in] pSrc input pointer - * @param[out] pDst output pointer - * @param[in] blockSize number of samples to process - */ - void arm_q7_to_q15( - const q7_t * pSrc, - q15_t * pDst, - uint32_t blockSize); - -/** - * @brief Struct for specifying SVM Kernel - */ -typedef enum -{ - ARM_ML_KERNEL_LINEAR = 0, - /**< Linear kernel */ - ARM_ML_KERNEL_POLYNOMIAL = 1, - /**< Polynomial kernel */ - ARM_ML_KERNEL_RBF = 2, - /**< Radial Basis Function kernel */ - ARM_ML_KERNEL_SIGMOID = 3 - /**< Sigmoid kernel */ -} arm_ml_kernel_type; - - -/** - * @brief Instance structure for linear SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ -} arm_svm_linear_instance_f32; - - -/** - * @brief Instance structure for polynomial SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ - int32_t degree; /**< Polynomial degree */ - float32_t coef0; /**< Polynomial constant */ - float32_t gamma; /**< Gamma factor */ -} arm_svm_polynomial_instance_f32; - -/** - * @brief Instance structure for rbf SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ - float32_t gamma; /**< Gamma factor */ -} arm_svm_rbf_instance_f32; - -/** - * @brief Instance structure for sigmoid SVM prediction function. - */ -typedef struct -{ - uint32_t nbOfSupportVectors; /**< Number of support vectors */ - uint32_t vectorDimension; /**< Dimension of vector space */ - float32_t intercept; /**< Intercept */ - const float32_t *dualCoefficients; /**< Dual coefficients */ - const float32_t *supportVectors; /**< Support vectors */ - const int32_t *classes; /**< The two SVM classes */ - float32_t coef0; /**< Independant constant */ - float32_t gamma; /**< Gamma factor */ -} arm_svm_sigmoid_instance_f32; - -/** - * @brief SVM linear instance init function - * @param[in] S Parameters for SVM functions - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @return none. - * - */ - - -void arm_svm_linear_init_f32(arm_svm_linear_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes); - -/** - * @brief SVM linear prediction - * @param[in] S Pointer to an instance of the linear SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult Decision value - * @return none. - * - */ - -void arm_svm_linear_predict_f32(const arm_svm_linear_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - - -/** - * @brief SVM polynomial instance init function - * @param[in] S points to an instance of the polynomial SVM structure. - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @param[in] degree Polynomial degree - * @param[in] coef0 coeff0 (scikit-learn terminology) - * @param[in] gamma gamma (scikit-learn terminology) - * @return none. - * - */ - - -void arm_svm_polynomial_init_f32(arm_svm_polynomial_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes, - int32_t degree, - float32_t coef0, - float32_t gamma - ); - -/** - * @brief SVM polynomial prediction - * @param[in] S Pointer to an instance of the polynomial SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult Decision value - * @return none. - * - */ -void arm_svm_polynomial_predict_f32(const arm_svm_polynomial_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - - -/** - * @brief SVM radial basis function instance init function - * @param[in] S points to an instance of the polynomial SVM structure. - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @param[in] gamma gamma (scikit-learn terminology) - * @return none. - * - */ - -void arm_svm_rbf_init_f32(arm_svm_rbf_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes, - float32_t gamma - ); - -/** - * @brief SVM rbf prediction - * @param[in] S Pointer to an instance of the rbf SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult decision value - * @return none. - * - */ -void arm_svm_rbf_predict_f32(const arm_svm_rbf_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - -/** - * @brief SVM sigmoid instance init function - * @param[in] S points to an instance of the rbf SVM structure. - * @param[in] nbOfSupportVectors Number of support vectors - * @param[in] vectorDimension Dimension of vector space - * @param[in] intercept Intercept - * @param[in] dualCoefficients Array of dual coefficients - * @param[in] supportVectors Array of support vectors - * @param[in] classes Array of 2 classes ID - * @param[in] coef0 coeff0 (scikit-learn terminology) - * @param[in] gamma gamma (scikit-learn terminology) - * @return none. - * - */ - -void arm_svm_sigmoid_init_f32(arm_svm_sigmoid_instance_f32 *S, - uint32_t nbOfSupportVectors, - uint32_t vectorDimension, - float32_t intercept, - const float32_t *dualCoefficients, - const float32_t *supportVectors, - const int32_t *classes, - float32_t coef0, - float32_t gamma - ); - -/** - * @brief SVM sigmoid prediction - * @param[in] S Pointer to an instance of the rbf SVM structure. - * @param[in] in Pointer to input vector - * @param[out] pResult Decision value - * @return none. - * - */ -void arm_svm_sigmoid_predict_f32(const arm_svm_sigmoid_instance_f32 *S, - const float32_t * in, - int32_t * pResult); - - - -/** - * @brief Instance structure for Naive Gaussian Bayesian estimator. - */ -typedef struct -{ - uint32_t vectorDimension; /**< Dimension of vector space */ - uint32_t numberOfClasses; /**< Number of different classes */ - const float32_t *theta; /**< Mean values for the Gaussians */ - const float32_t *sigma; /**< Variances for the Gaussians */ - const float32_t *classPriors; /**< Class prior probabilities */ - float32_t epsilon; /**< Additive value to variances */ -} arm_gaussian_naive_bayes_instance_f32; - -/** - * @brief Naive Gaussian Bayesian Estimator - * - * @param[in] S points to a naive bayes instance structure - * @param[in] in points to the elements of the input vector. - * @param[in] pBuffer points to a buffer of length numberOfClasses - * @return The predicted class - * - */ - - -uint32_t arm_gaussian_naive_bayes_predict_f32(const arm_gaussian_naive_bayes_instance_f32 *S, - const float32_t * in, - float32_t *pBuffer); - -/** - * @brief Computation of the LogSumExp - * - * In probabilistic computations, the dynamic of the probability values can be very - * wide because they come from gaussian functions. - * To avoid underflow and overflow issues, the values are represented by their log. - * In this representation, multiplying the original exp values is easy : their logs are added. - * But adding the original exp values is requiring some special handling and it is the - * goal of the LogSumExp function. - * - * If the values are x1...xn, the function is computing: - * - * ln(exp(x1) + ... + exp(xn)) and the computation is done in such a way that - * rounding issues are minimised. - * - * The max xm of the values is extracted and the function is computing: - * xm + ln(exp(x1 - xm) + ... + exp(xn - xm)) - * - * @param[in] *in Pointer to an array of input values. - * @param[in] blockSize Number of samples in the input array. - * @return LogSumExp - * - */ - - -float32_t arm_logsumexp_f32(const float32_t *in, uint32_t blockSize); - -/** - * @brief Dot product with log arithmetic - * - * Vectors are containing the log of the samples - * - * @param[in] pSrcA points to the first input vector - * @param[in] pSrcB points to the second input vector - * @param[in] blockSize number of samples in each vector - * @param[in] pTmpBuffer temporary buffer of length blockSize - * @return The log of the dot product . - * - */ - - -float32_t arm_logsumexp_dot_prod_f32(const float32_t * pSrcA, - const float32_t * pSrcB, - uint32_t blockSize, - float32_t *pTmpBuffer); - -/** - * @brief Entropy - * - * @param[in] pSrcA Array of input values. - * @param[in] blockSize Number of samples in the input array. - * @return Entropy -Sum(p ln p) - * - */ - - -float32_t arm_entropy_f32(const float32_t * pSrcA,uint32_t blockSize); - - -/** - * @brief Entropy - * - * @param[in] pSrcA Array of input values. - * @param[in] blockSize Number of samples in the input array. - * @return Entropy -Sum(p ln p) - * - */ - - -float64_t arm_entropy_f64(const float64_t * pSrcA, uint32_t blockSize); - - -/** - * @brief Kullback-Leibler - * - * @param[in] pSrcA Pointer to an array of input values for probability distribution A. - * @param[in] pSrcB Pointer to an array of input values for probability distribution B. - * @param[in] blockSize Number of samples in the input array. - * @return Kullback-Leibler Divergence D(A || B) - * - */ -float32_t arm_kullback_leibler_f32(const float32_t * pSrcA - ,const float32_t * pSrcB - ,uint32_t blockSize); - - -/** - * @brief Kullback-Leibler - * - * @param[in] pSrcA Pointer to an array of input values for probability distribution A. - * @param[in] pSrcB Pointer to an array of input values for probability distribution B. - * @param[in] blockSize Number of samples in the input array. - * @return Kullback-Leibler Divergence D(A || B) - * - */ -float64_t arm_kullback_leibler_f64(const float64_t * pSrcA, - const float64_t * pSrcB, - uint32_t blockSize); - - -/** - * @brief Weighted sum - * - * - * @param[in] *in Array of input values. - * @param[in] *weigths Weights - * @param[in] blockSize Number of samples in the input array. - * @return Weighted sum - * - */ -float32_t arm_weighted_sum_f32(const float32_t *in - , const float32_t *weigths - , uint32_t blockSize); - - -/** - * @brief Barycenter - * - * - * @param[in] in List of vectors - * @param[in] weights Weights of the vectors - * @param[out] out Barycenter - * @param[in] nbVectors Number of vectors - * @param[in] vecDim Dimension of space (vector dimension) - * @return None - * - */ -void arm_barycenter_f32(const float32_t *in - , const float32_t *weights - , float32_t *out - , uint32_t nbVectors - , uint32_t vecDim); - -/** - * @brief Euclidean distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ - -float32_t arm_euclidean_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Bray-Curtis distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_braycurtis_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Canberra distance between two vectors - * - * This function may divide by zero when samples pA[i] and pB[i] are both zero. - * The result of the computation will be correct. So the division per zero may be - * ignored. - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_canberra_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - - -/** - * @brief Chebyshev distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_chebyshev_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - - -/** - * @brief Cityblock (Manhattan) distance between two vectors - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_cityblock_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Correlation distance between two vectors - * - * The input vectors are modified in place ! - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ -float32_t arm_correlation_distance_f32(float32_t *pA,float32_t *pB, uint32_t blockSize); - -/** - * @brief Cosine distance between two vectors - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ - -float32_t arm_cosine_distance_f32(const float32_t *pA,const float32_t *pB, uint32_t blockSize); - -/** - * @brief Jensen-Shannon distance between two vectors - * - * This function is assuming that elements of second vector are > 0 - * and 0 only when the corresponding element of first vector is 0. - * Otherwise the result of the computation does not make sense - * and for speed reasons, the cases returning NaN or Infinity are not - * managed. - * - * When the function is computing x log (x / y) with x 0 and y 0, - * it will compute the right value (0) but a division per zero will occur - * and shoudl be ignored in client code. - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] blockSize vector length - * @return distance - * - */ - -float32_t arm_jensenshannon_distance_f32(const float32_t *pA,const float32_t *pB,uint32_t blockSize); - -/** - * @brief Minkowski distance between two vectors - * - * @param[in] pA First vector - * @param[in] pB Second vector - * @param[in] n Norm order (>= 2) - * @param[in] blockSize vector length - * @return distance - * - */ - - - -float32_t arm_minkowski_distance_f32(const float32_t *pA,const float32_t *pB, int32_t order, uint32_t blockSize); - -/** - * @brief Dice distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] order Distance order - * @param[in] blockSize Number of samples - * @return distance - * - */ - - -float32_t arm_dice_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Hamming distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_hamming_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Jaccard distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_jaccard_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Kulsinski distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_kulsinski_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Roger Stanimoto distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_rogerstanimoto_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Russell-Rao distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_russellrao_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Sokal-Michener distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_sokalmichener_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Sokal-Sneath distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_sokalsneath_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - -/** - * @brief Yule distance between two vectors - * - * @param[in] pA First vector of packed booleans - * @param[in] pB Second vector of packed booleans - * @param[in] numberOfBools Number of booleans - * @return distance - * - */ - -float32_t arm_yule_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools); - - - /** - * @ingroup groupInterpolation - */ - - /** - * @defgroup BilinearInterpolate Bilinear Interpolation - * - * Bilinear interpolation is an extension of linear interpolation applied to a two dimensional grid. - * The underlying function f(x, y) is sampled on a regular grid and the interpolation process - * determines values between the grid points. - * Bilinear interpolation is equivalent to two step linear interpolation, first in the x-dimension and then in the y-dimension. - * Bilinear interpolation is often used in image processing to rescale images. - * The CMSIS DSP library provides bilinear interpolation functions for Q7, Q15, Q31, and floating-point data types. - * - * Algorithm - * \par - * The instance structure used by the bilinear interpolation functions describes a two dimensional data table. - * For floating-point, the instance structure is defined as: - * 
            -   *   typedef struct
-   *   {
-   *     uint16_t numRows;
-   *     uint16_t numCols;
-   *     float32_t *pData;
-   * } arm_bilinear_interp_instance_f32;
-   *
            - * - * \par - * where numRows specifies the number of rows in the table; - * numCols specifies the number of columns in the table; - * and pData points to an array of size numRows*numCols values. - * The data table pTable is organized in row order and the supplied data values fall on integer indexes. - * That is, table element (x,y) is located at pTable[x + y*numCols] where x and y are integers. - * - * \par - * Let (x, y) specify the desired interpolation point. Then define: - * 
            -   *     XF = floor(x)
-   *     YF = floor(y)
-   *
            - * \par - * The interpolated output point is computed as: - * 
            -   *  f(x, y) = f(XF, YF) * (1-(x-XF)) * (1-(y-YF))
-   *           + f(XF+1, YF) * (x-XF)*(1-(y-YF))
-   *           + f(XF, YF+1) * (1-(x-XF))*(y-YF)
-   *           + f(XF+1, YF+1) * (x-XF)*(y-YF)
-   *
            - * Note that the coordinates (x, y) contain integer and fractional components. - * The integer components specify which portion of the table to use while the - * fractional components control the interpolation processor. - * - * \par - * if (x,y) are outside of the table boundary, Bilinear interpolation returns zero output. - */ - - - /** - * @addtogroup BilinearInterpolate - * @{ - */ - - /** - * @brief Floating-point bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate. - * @param[in] Y interpolation coordinate. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE float32_t arm_bilinear_interp_f32( - const arm_bilinear_interp_instance_f32 * S, - float32_t X, - float32_t Y) - { - float32_t out; - float32_t f00, f01, f10, f11; - float32_t *pData = S->pData; - int32_t xIndex, yIndex, index; - float32_t xdiff, ydiff; - float32_t b1, b2, b3, b4; - - xIndex = (int32_t) X; - yIndex = (int32_t) Y; - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (xIndex < 0 || xIndex > (S->numCols - 2) || yIndex < 0 || yIndex > (S->numRows - 2)) - { - return (0); - } - - /* Calculation of index for two nearest points in X-direction */ - index = (xIndex ) + (yIndex ) * S->numCols; - - - /* Read two nearest points in X-direction */ - f00 = pData[index]; - f01 = pData[index + 1]; - - /* Calculation of index for two nearest points in Y-direction */ - index = (xIndex ) + (yIndex+1) * S->numCols; - - - /* Read two nearest points in Y-direction */ - f10 = pData[index]; - f11 = pData[index + 1]; - - /* Calculation of intermediate values */ - b1 = f00; - b2 = f01 - f00; - b3 = f10 - f00; - b4 = f00 - f01 - f10 + f11; - - /* Calculation of fractional part in X */ - xdiff = X - xIndex; - - /* Calculation of fractional part in Y */ - ydiff = Y - yIndex; - - /* Calculation of bi-linear interpolated output */ - out = b1 + b2 * xdiff + b3 * ydiff + b4 * xdiff * ydiff; - - /* return to application */ - return (out); - } - - - /** - * @brief Q31 bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate in 12.20 format. - * @param[in] Y interpolation coordinate in 12.20 format. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE q31_t arm_bilinear_interp_q31( - arm_bilinear_interp_instance_q31 * S, - q31_t X, - q31_t Y) - { - q31_t out; /* Temporary output */ - q31_t acc = 0; /* output */ - q31_t xfract, yfract; /* X, Y fractional parts */ - q31_t x1, x2, y1, y2; /* Nearest output values */ - int32_t rI, cI; /* Row and column indices */ - q31_t *pYData = S->pData; /* pointer to output table values */ - uint32_t nCols = S->numCols; /* num of rows */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - rI = ((X & (q31_t)0xFFF00000) >> 20); - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - cI = ((Y & (q31_t)0xFFF00000) >> 20); - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) - { - return (0); - } - - /* 20 bits for the fractional part */ - /* shift left xfract by 11 to keep 1.31 format */ - xfract = (X & 0x000FFFFF) << 11U; - - /* Read two nearest output values from the index */ - x1 = pYData[(rI) + (int32_t)nCols * (cI) ]; - x2 = pYData[(rI) + (int32_t)nCols * (cI) + 1]; - - /* 20 bits for the fractional part */ - /* shift left yfract by 11 to keep 1.31 format */ - yfract = (Y & 0x000FFFFF) << 11U; - - /* Read two nearest output values from the index */ - y1 = pYData[(rI) + (int32_t)nCols * (cI + 1) ]; - y2 = pYData[(rI) + (int32_t)nCols * (cI + 1) + 1]; - - /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 3.29(q29) format */ - out = ((q31_t) (((q63_t) x1 * (0x7FFFFFFF - xfract)) >> 32)); - acc = ((q31_t) (((q63_t) out * (0x7FFFFFFF - yfract)) >> 32)); - - /* x2 * (xfract) * (1-yfract) in 3.29(q29) and adding to acc */ - out = ((q31_t) ((q63_t) x2 * (0x7FFFFFFF - yfract) >> 32)); - acc += ((q31_t) ((q63_t) out * (xfract) >> 32)); - - /* y1 * (1 - xfract) * (yfract) in 3.29(q29) and adding to acc */ - out = ((q31_t) ((q63_t) y1 * (0x7FFFFFFF - xfract) >> 32)); - acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); - - /* y2 * (xfract) * (yfract) in 3.29(q29) and adding to acc */ - out = ((q31_t) ((q63_t) y2 * (xfract) >> 32)); - acc += ((q31_t) ((q63_t) out * (yfract) >> 32)); - - /* Convert acc to 1.31(q31) format */ - return ((q31_t)(acc << 2)); - } - - - /** - * @brief Q15 bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate in 12.20 format. - * @param[in] Y interpolation coordinate in 12.20 format. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE q15_t arm_bilinear_interp_q15( - arm_bilinear_interp_instance_q15 * S, - q31_t X, - q31_t Y) - { - q63_t acc = 0; /* output */ - q31_t out; /* Temporary output */ - q15_t x1, x2, y1, y2; /* Nearest output values */ - q31_t xfract, yfract; /* X, Y fractional parts */ - int32_t rI, cI; /* Row and column indices */ - q15_t *pYData = S->pData; /* pointer to output table values */ - uint32_t nCols = S->numCols; /* num of rows */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - rI = ((X & (q31_t)0xFFF00000) >> 20); - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - cI = ((Y & (q31_t)0xFFF00000) >> 20); - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) - { - return (0); - } - - /* 20 bits for the fractional part */ - /* xfract should be in 12.20 format */ - xfract = (X & 0x000FFFFF); - - /* Read two nearest output values from the index */ - x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; - x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; - - /* 20 bits for the fractional part */ - /* yfract should be in 12.20 format */ - yfract = (Y & 0x000FFFFF); - - /* Read two nearest output values from the index */ - y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; - y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; - - /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 13.51 format */ - - /* x1 is in 1.15(q15), xfract in 12.20 format and out is in 13.35 format */ - /* convert 13.35 to 13.31 by right shifting and out is in 1.31 */ - out = (q31_t) (((q63_t) x1 * (0x0FFFFF - xfract)) >> 4U); - acc = ((q63_t) out * (0x0FFFFF - yfract)); - - /* x2 * (xfract) * (1-yfract) in 1.51 and adding to acc */ - out = (q31_t) (((q63_t) x2 * (0x0FFFFF - yfract)) >> 4U); - acc += ((q63_t) out * (xfract)); - - /* y1 * (1 - xfract) * (yfract) in 1.51 and adding to acc */ - out = (q31_t) (((q63_t) y1 * (0x0FFFFF - xfract)) >> 4U); - acc += ((q63_t) out * (yfract)); - - /* y2 * (xfract) * (yfract) in 1.51 and adding to acc */ - out = (q31_t) (((q63_t) y2 * (xfract)) >> 4U); - acc += ((q63_t) out * (yfract)); - - /* acc is in 13.51 format and down shift acc by 36 times */ - /* Convert out to 1.15 format */ - return ((q15_t)(acc >> 36)); - } - - - /** - * @brief Q7 bilinear interpolation. - * @param[in,out] S points to an instance of the interpolation structure. - * @param[in] X interpolation coordinate in 12.20 format. - * @param[in] Y interpolation coordinate in 12.20 format. - * @return out interpolated value. - */ - __STATIC_FORCEINLINE q7_t arm_bilinear_interp_q7( - arm_bilinear_interp_instance_q7 * S, - q31_t X, - q31_t Y) - { - q63_t acc = 0; /* output */ - q31_t out; /* Temporary output */ - q31_t xfract, yfract; /* X, Y fractional parts */ - q7_t x1, x2, y1, y2; /* Nearest output values */ - int32_t rI, cI; /* Row and column indices */ - q7_t *pYData = S->pData; /* pointer to output table values */ - uint32_t nCols = S->numCols; /* num of rows */ - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - rI = ((X & (q31_t)0xFFF00000) >> 20); - - /* Input is in 12.20 format */ - /* 12 bits for the table index */ - /* Index value calculation */ - cI = ((Y & (q31_t)0xFFF00000) >> 20); - - /* Care taken for table outside boundary */ - /* Returns zero output when values are outside table boundary */ - if (rI < 0 || rI > (S->numCols - 2) || cI < 0 || cI > (S->numRows - 2)) - { - return (0); - } - - /* 20 bits for the fractional part */ - /* xfract should be in 12.20 format */ - xfract = (X & (q31_t)0x000FFFFF); - - /* Read two nearest output values from the index */ - x1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) ]; - x2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI) + 1]; - - /* 20 bits for the fractional part */ - /* yfract should be in 12.20 format */ - yfract = (Y & (q31_t)0x000FFFFF); - - /* Read two nearest output values from the index */ - y1 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) ]; - y2 = pYData[((uint32_t)rI) + nCols * ((uint32_t)cI + 1) + 1]; - - /* Calculation of x1 * (1-xfract ) * (1-yfract) and acc is in 16.47 format */ - out = ((x1 * (0xFFFFF - xfract))); - acc = (((q63_t) out * (0xFFFFF - yfract))); - - /* x2 * (xfract) * (1-yfract) in 2.22 and adding to acc */ - out = ((x2 * (0xFFFFF - yfract))); - acc += (((q63_t) out * (xfract))); - - /* y1 * (1 - xfract) * (yfract) in 2.22 and adding to acc */ - out = ((y1 * (0xFFFFF - xfract))); - acc += (((q63_t) out * (yfract))); - - /* y2 * (xfract) * (yfract) in 2.22 and adding to acc */ - out = ((y2 * (yfract))); - acc += (((q63_t) out * (xfract))); - - /* acc in 16.47 format and down shift by 40 to convert to 1.7 format */ - return ((q7_t)(acc >> 40)); - } - - /** - * @} end of BilinearInterpolate group - */ - - -/* SMMLAR */ -#define multAcc_32x32_keep32_R(a, x, y) \ - a = (q31_t) (((((q63_t) a) << 32) + ((q63_t) x * y) + 0x80000000LL ) >> 32) - -/* SMMLSR */ -#define multSub_32x32_keep32_R(a, x, y) \ - a = (q31_t) (((((q63_t) a) << 32) - ((q63_t) x * y) + 0x80000000LL ) >> 32) - -/* SMMULR */ -#define mult_32x32_keep32_R(a, x, y) \ - a = (q31_t) (((q63_t) x * y + 0x80000000LL ) >> 32) - -/* SMMLA */ -#define multAcc_32x32_keep32(a, x, y) \ - a += (q31_t) (((q63_t) x * y) >> 32) - -/* SMMLS */ -#define multSub_32x32_keep32(a, x, y) \ - a -= (q31_t) (((q63_t) x * y) >> 32) - -/* SMMUL */ -#define mult_32x32_keep32(a, x, y) \ - a = (q31_t) (((q63_t) x * y ) >> 32) - - -#if defined ( __CC_ARM ) - /* Enter low optimization region - place directly above function definition */ - #if defined( __ARM_ARCH_7EM__ ) - #define LOW_OPTIMIZATION_ENTER \ - _Pragma ("push") \ - _Pragma ("O1") - #else - #define LOW_OPTIMIZATION_ENTER - #endif - - /* Exit low optimization region - place directly after end of function definition */ - #if defined ( __ARM_ARCH_7EM__ ) - #define LOW_OPTIMIZATION_EXIT \ - _Pragma ("pop") - #else - #define LOW_OPTIMIZATION_EXIT - #endif - - /* Enter low optimization region - place directly above function definition */ - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - - /* Exit low optimization region - place directly after end of function definition */ - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined (__ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __GNUC__ ) - #define LOW_OPTIMIZATION_ENTER \ - __attribute__(( optimize("-O1") )) - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __ICCARM__ ) - /* Enter low optimization region - place directly above function definition */ - #if defined ( __ARM_ARCH_7EM__ ) - #define LOW_OPTIMIZATION_ENTER \ - _Pragma ("optimize=low") - #else - #define LOW_OPTIMIZATION_ENTER - #endif - - /* Exit low optimization region - place directly after end of function definition */ - #define LOW_OPTIMIZATION_EXIT - - /* Enter low optimization region - place directly above function definition */ - #if defined ( __ARM_ARCH_7EM__ ) - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER \ - _Pragma ("optimize=low") - #else - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #endif - - /* Exit low optimization region - place directly after end of function definition */ - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __TI_ARM__ ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __CSMC__ ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( __TASKING__ ) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT - -#elif defined ( _MSC_VER ) || defined(__GNUC_PYTHON__) - #define LOW_OPTIMIZATION_ENTER - #define LOW_OPTIMIZATION_EXIT - #define IAR_ONLY_LOW_OPTIMIZATION_ENTER - #define IAR_ONLY_LOW_OPTIMIZATION_EXIT -#endif - - - -/* Compiler specific diagnostic adjustment */ -#if defined ( __CC_ARM ) - -#elif defined ( __ARMCC_VERSION ) && ( __ARMCC_VERSION >= 6010050 ) - -#elif defined ( __GNUC__ ) -#pragma GCC diagnostic pop - -#elif defined ( __ICCARM__ ) - -#elif defined ( __TI_ARM__ ) - -#elif defined ( __CSMC__ ) - -#elif defined ( __TASKING__ ) - -#elif defined ( _MSC_VER ) - -#else - #error Unknown compiler -#endif - -#ifdef __cplusplus -} -#endif - - -#endif /* _ARM_MATH_H */ - -/** - * - * End of file. - */ diff --git 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zv%;5!T$YOEjSUxYuw=8wH{^pQ^Ys|>9Vg`agp~36-{7Uf>xIt?UlsmE$eU1>D-jwS zDafNFPZrJ;a;-Y%uNR&oTr0dnc#H6-LSw^(a(|R;*1CoqVyaS~u`vQplYF$WMz~S< z9pO)fFA8558e1Uf$;T9@-X6kP!YbkE!gaz8LN58ja%PQZ;1iO~+Rc!$2#HA_B-~4Q zfN-|3TDVkrrto6nb;3J@4-20aZWF#IOkjeuU0lA3I7qm+@F3wFVU4heuRoE$r*MdH ztneV=d|{(-weUjW4~0J!z9f88_=zwT+WPtmhYKeNX9$lK)(KA&t`lA*+$4NR_>6Fy za3o$1vVW6>D~0C>ZxFsCj1}1Y-Gse_y9!4M`C^HBCkm$t4-xJJDn(HF+^DQaM zJuUo|@Fn3Z!qAbeQ(Q{huWoYr0p=bAgd5KX(> z@!zI=C5-QsJN`RwyTS1ig)TPyKo% z!UgBG%6A^Fc`v)fNE)vP(R#P+>Up%sX1%PB{UFxEM~Zt(I(uFQan8B4#fXUNyS=}i z)6~aqJAJDWc4ZLs)cp*?fD8OMIm z-3}jZ-;4co+xIZSxHW137&iy{qI1>NMT`uCw-)&_i2OYJwOcU%`bjsz>1%Dj M_D265uSx#@0A6;SU;qFB From 132b991530db45ee3215d05aee99b94bb78e3a8d Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Wed, 29 Apr 2026 23:11:15 +0200 Subject: [PATCH 65/87] fix: git clone submodule for cmis-dsp --- .github/workflows/build-firmware.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/build-firmware.yml b/.github/workflows/build-firmware.yml index d3e3377b1..e31bb5ccc 100644 --- a/.github/workflows/build-firmware.yml +++ b/.github/workflows/build-firmware.yml @@ -32,6 +32,8 @@ jobs: steps: # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it - uses: actions/checkout@v4 + with: + submodules: 'recursive' - {uses: ./.github/actions/build-firmware, with: {target: '${{ matrix.target }}', path: 'Output'}} From 3f29ef86b4018fa72c751ee73c3f6ae1bca4ffef Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Sun, 10 May 2026 12:33:58 +0200 Subject: [PATCH 66/87] fix: bug in slew rate when rotation is inverted. --- Firmware/FFBoard/Src/Axis.cpp | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index af5b8b69c..ff7262278 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -787,16 +787,20 @@ bool Axis::updateTorque(int32_t* totalTorque) { forceFadeMultiplier += forceFadeDuration / this->filter_f; } - // STEP 6: Dynamic limiters (Speed & Slew Rate) - // CRITICAL: Slew Rate compares the target value with "metric.previous.torque" - // (which is the clipped physical torque from the previous cycle). - // It MUST be applied on the final scaled torque! + // STEP 6: Dynamic limiters (Speed) + // Must be applied while torque is still in the Game Coordinate System (matching current.speed). torque -= applySpeedLimiterTorque(torque); - applyTorqueSlewRateLimiter(torque); - // STEP 7: Axis inversion and final hardware clipping + // STEP 7: Axis inversion and Slew Rate Limiter + // Axis inversion must be done BEFORE Slew Rate because previous.torque is in hardware CS. torque = (invertAxis) ? -torque : torque; + // CRITICAL: Slew Rate compares the target value with "metric.previous.torque" + // (which is the clipped physical torque from the previous cycle). + // It MUST be applied on the final physical torque after inversion! + applyTorqueSlewRateLimiter(torque); + + // STEP 8: Final hardware clipping int32_t torqueAfterClipping = clip((int32_t)torque, -power, power); if (torqueAfterClipping != torque){ From b2b239546f50c8373ecea80a2942aaa131811d6c Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 19:09:24 +0200 Subject: [PATCH 67/87] refactor: simplify Biquad filter implementations and TMC init --- Firmware/FFBoard/Inc/EffectsCalculator.h | 2 +- Firmware/FFBoard/Inc/Filters.h | 11 +++++++---- Firmware/FFBoard/Inc/ffb_defs.h | 8 ++++---- Firmware/FFBoard/Src/Filters.cpp | 18 +++++++----------- Firmware/FFBoard/UserExtensions/Inc/TMC4671.h | 17 ++--------------- 5 files changed, 21 insertions(+), 35 deletions(-) diff --git a/Firmware/FFBoard/Inc/EffectsCalculator.h b/Firmware/FFBoard/Inc/EffectsCalculator.h index e22d71cd6..f84f61b7e 100644 --- a/Firmware/FFBoard/Inc/EffectsCalculator.h +++ b/Firmware/FFBoard/Inc/EffectsCalculator.h @@ -190,7 +190,7 @@ class EffectsCalculator: public PersistentStorage, void free_effect(uint16_t idx); /** - * @brief Met à jour les tampons d'interpolation pour un effet non-conditionnel. + * @brief Updates interpolation buffers for unconditional effect. * Appelé par le handler HID (ex: 60Hz). * @param effect Pointeur vers l'effet à modifier. * @param new_magnitude Nouvelle magnitude/amplitude cible. diff --git a/Firmware/FFBoard/Inc/Filters.h b/Firmware/FFBoard/Inc/Filters.h index 92c2a7959..950377adb 100644 --- a/Firmware/FFBoard/Inc/Filters.h +++ b/Firmware/FFBoard/Inc/Filters.h @@ -47,22 +47,25 @@ class Biquad{ void setPeakGain(float peakGainDB); void calcBiquad(void); -#ifdef USE_DSP_FUNCTIONS const float* getCoeffs() const { return pCoeffs; } -#endif protected: BiquadType type; float Fc, Q, peakGain; + union { + float pCoeffs[5]; + struct { + float a0, a1, a2, b1, b2; + }; + }; + #ifdef USE_DSP_FUNCTIONS // CMSIS-DSP instance arm_biquad_casd_df1_inst_f32 S; - float32_t pCoeffs[5]; float32_t pState[4]; // For a single biquad stage (DF1 float requires 4 states) #else float z1, z2; - float a0, a1, a2, b1, b2; #endif }; diff --git a/Firmware/FFBoard/Inc/ffb_defs.h b/Firmware/FFBoard/Inc/ffb_defs.h index ca3d70840..4445c036d 100644 --- a/Firmware/FFBoard/Inc/ffb_defs.h +++ b/Firmware/FFBoard/Inc/ffb_defs.h @@ -197,8 +197,8 @@ typedef struct } __attribute__((packed)) reportFFB_status_t; /** - * @brief Contient l'état et les tampons pour - * l'interpolation d'un seul paramètre (ex: magnitude ou offset). + * @brief Contains state and buffers for + * the interpolation of a single parameter (eg: magnitude or offset). */ typedef struct { @@ -207,13 +207,13 @@ typedef struct float32_t spline_y[4] = {0}; // Buffer value float32_t spline_y2[4] = {0}; // Buffer for Spline Natural float32_t spline_scratch[8] = {0}; // Buffer for Spline Natural - arm_spline_instance_f32 spline_instance; // Instance pour CMSIS-DSP + arm_spline_instance_f32 spline_instance; // Instance for CMSIS-DSP bool spline_arm_initialized = false; // CMSIS-DSP initialized ? #else float spline_x[4] = {0}; // Buffer time(en us) float spline_y[4] = {0}; // Buffer value #endif - bool isSplineReady = false; // Le tampon est-il plein ? + bool isSplineReady = false; // buffer is full ? } ReconFilterState; typedef struct diff --git a/Firmware/FFBoard/Src/Filters.cpp b/Firmware/FFBoard/Src/Filters.cpp index 1eb2644d6..1fa803e02 100644 --- a/Firmware/FFBoard/Src/Filters.cpp +++ b/Firmware/FFBoard/Src/Filters.cpp @@ -76,8 +76,8 @@ float Biquad::process(float in) { arm_biquad_cascade_df1_f32(&S, &in, &out, 1); #else out = in * a0 + z1; - z1 = in * a1 + z2 - b1 * out; - z2 = in * a2 - b2 * out; + z1 = in * a1 + z2 + b1 * out; + z2 = in * a2 + b2 * out; #endif return out; } @@ -98,7 +98,6 @@ void Biquad::calcBiquad(void) { float norm; float K, V; #ifdef USE_DSP_FUNCTIONS - float a0 = 0.0f, a1 = 0.0f, a2 = 0.0f, b1 = 0.0f, b2 = 0.0f; V = powf(10, fabsf(peakGain) / 20.0f); K = arm_sin_f32(PI * Fc) / arm_cos_f32(PI * Fc); #else @@ -232,15 +231,12 @@ void Biquad::calcBiquad(void) { break; } -#ifdef USE_DSP_FUNCTIONS - // Store coefficients in the format required by CMSIS-DSP: {b0, b1, b2, -a1, -a2} - // Note the negated feedback coefficients a1 and a2. - pCoeffs[0] = a0; - pCoeffs[1] = a1; - pCoeffs[2] = a2; - pCoeffs[3] = -b1; - pCoeffs[4] = -b2; + // Invert feedback coefficients to match CMSIS-DSP expected format {-b1, -b2} + // and to simplify the TMC configuration. + b1 = -b1; + b2 = -b2; +#ifdef USE_DSP_FUNCTIONS // Reset state memset(pState, 0, sizeof(pState)); #endif diff --git a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h index 222da9e6b..7af7d26af 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h +++ b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h @@ -345,25 +345,12 @@ class TMC4671Biquad{ } TMC4671Biquad(const TMC4671Biquad_t bq) : params(bq){} TMC4671Biquad(const Biquad& bq,bool enable = true){ -#ifdef USE_DSP_FUNCTIONS - const float* coeffs = bq.getCoeffs(); - // coeffs is in order {b0, b1, b2, -a1, -a2} - // TMC expects {b0, b1, b2, a1, a2} with a1 and a2 negated - this->params.b0 = (int32_t)(coeffs[0] * (float)(1 << 29)); - this->params.b1 = (int32_t)(coeffs[1] * (float)(1 << 29)); - this->params.b2 = (int32_t)(coeffs[2] * (float)(1 << 29)); - this->params.a1 = (int32_t)(coeffs[3] * (float)(1 << 29)); - this->params.a2 = (int32_t)(coeffs[4] * (float)(1 << 29)); - this->params.enable = bq.getFc() > 0 ? enable : false; -#else - // Note: trinamic swapped the naming of b and a from the regular convention in the datasheet and a and b are possibly inverse to b in our filter class - this->params.a1 = -(int32_t)(bq.b1 * (float)(1 << 29)); - this->params.a2 = -(int32_t)(bq.b2 * (float)(1 << 29)); this->params.b0 = (int32_t)(bq.a0 * (float)(1 << 29)); this->params.b1 = (int32_t)(bq.a1 * (float)(1 << 29)); this->params.b2 = (int32_t)(bq.a2 * (float)(1 << 29)); + this->params.a1 = (int32_t)(bq.b1 * (float)(1 << 29)); + this->params.a2 = (int32_t)(bq.b2 * (float)(1 << 29)); this->params.enable = bq.getFc() > 0 ? enable : false; -#endif } void enable(bool enable){ params.enable = enable; From 14bfdcac4f9678b645d6daa9dd68eba965abbb49 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 19:09:36 +0200 Subject: [PATCH 68/87] fix: remove leaked anticogging declarations --- Firmware/FFBoard/Inc/flash_helpers.h | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/Firmware/FFBoard/Inc/flash_helpers.h b/Firmware/FFBoard/Inc/flash_helpers.h index 09fab245d..e40469531 100644 --- a/Firmware/FFBoard/Inc/flash_helpers.h +++ b/Firmware/FFBoard/Inc/flash_helpers.h @@ -32,10 +32,7 @@ bool Flash_ReadWriteDefault(uint16_t adr,uint16_t *buf,uint16_t def); // returns void Flash_Dump(std::vector> *result,bool includeAll = false); bool Flash_Format(); -#ifdef COGGING_TABLE_FLASH_START_ADDRESS -bool Flash_WriteCoggingTable(uint8_t table_idx, int16_t* data); -bool Flash_ReadCoggingTable(uint8_t table_idx, int16_t* data); -#endif + bool OTP_Write(uint16_t adroffset,uint64_t dat); bool OTP_Read(uint16_t adroffset,uint64_t* dat); From 7a1b64f8a49832d231a40eed4a5fd8cf65d2cde6 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 19:20:54 +0200 Subject: [PATCH 69/87] refactor(axis): unify DSP and non-DSP logic in applySpeedLimiterTorque --- Firmware/FFBoard/Src/Axis.cpp | 32 +++++++++++++------------------- 1 file changed, 13 insertions(+), 19 deletions(-) diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index ff7262278..43bbb8989 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -843,17 +843,22 @@ int64_t Axis::applySpeedLimiterTorque(int64_t& torque){ } int64_t resultTorque = 0; - -#ifdef USE_DSP_FUNCTIONS float effectiveSpeed = metric.current.speed * (torque > 0 ? 1.0f : -1.0f); + if (effectiveSpeed > maxSpeedDegS) { - // --- PI Controller Logic --- // 1. Calculate the error term (how much we are over the speed limit). float speedError = effectiveSpeed - maxSpeedDegS; + float reductionAmount = 0.0f; - // 2. Calculate the total reduction amount using the PID controller. - float reductionAmount = arm_pid_f32(&speedLimiterPID, speedError); + // 2. Calculate the total reduction amount using the PI controller. +#ifdef USE_DSP_FUNCTIONS + reductionAmount = arm_pid_f32(&speedLimiterPID, speedError); +#else + float speedreducer = speedError * ((float)0x7FFF / maxSpeedDegS); + speedLimitReducerI = clip( speedLimitReducerI + ((speedreducer * speedLimiterI) * torqueScaler),0,power); + reductionAmount = speedreducer * speedLimiterP + speedLimitReducerI; +#endif // 3. Apply the reduction to the main torque. // We must only reduce the magnitude of the torque, not invert it. @@ -864,23 +869,12 @@ int64_t Axis::applySpeedLimiterTorque(int64_t& torque){ resultTorque = -reductionAmount; } } else { +#ifdef USE_DSP_FUNCTIONS arm_pid_reset_f32(&speedLimiterPID); // Reset PID if not active - } #else - float torqueSign = torque > 0 ? 1 : -1; // Used to prevent metrics against the force to go into the limiter - // Speed. Mostly tuned... - //spdlimiterAvg.addValue(metric.current.speed); - float speedreducer = (float)((metric.current.speed*torqueSign) - (float)maxSpeedDegS) * ((float)0x7FFF / maxSpeedDegS); - speedLimitReducerI = clip( speedLimitReducerI + ((speedreducer * speedLimiterI) * torqueScaler),0,power); - - // Only reduce torque. Don't invert it to prevent oscillation - float torqueReduction = speedreducer * speedLimiterP + speedLimitReducerI;// accreducer * 0.025 + acclimitreducerI - if(torque > 0){ - resultTorque = clip(torqueReduction,0,torque); - }else{ - resultTorque = clip(-torqueReduction,torque,0); - } + speedLimitReducerI = 0; // Reset I term if not active #endif + } return resultTorque; } From b60648c44e0b6698339d70ec4130f52785dcac73 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 19:42:47 +0200 Subject: [PATCH 70/87] fix: address PR review comments on EffectsCalculator - Change forces array from int64_t to int32_t to avoid unnecessary 64-bit math overhead. - Deduplicate sine phase calculation using MATH_PI and MATH_SIN macros. - Restore magnitude/offset assignment in HidFFB instead of EffectsCalculator to maintain separation of concerns. --- Firmware/FFBoard/Src/EffectsCalculator.cpp | 26 ++++++++-------------- Firmware/FFBoard/Src/HidFFB.cpp | 7 +++--- 2 files changed, 12 insertions(+), 21 deletions(-) diff --git a/Firmware/FFBoard/Src/EffectsCalculator.cpp b/Firmware/FFBoard/Src/EffectsCalculator.cpp index 755cdcf3a..11a044d2f 100644 --- a/Firmware/FFBoard/Src/EffectsCalculator.cpp +++ b/Firmware/FFBoard/Src/EffectsCalculator.cpp @@ -13,6 +13,11 @@ #ifdef USE_DSP_FUNCTIONS #include "arm_math.h" +#define MATH_PI PI +#define MATH_SIN(x) arm_sin_f32(x) +#else +#define MATH_PI M_PI +#define MATH_SIN(x) sinf(x) #endif #define EFFECT_STATE_INACTIVE 0 @@ -108,7 +113,7 @@ An inertia condition uses axis acceleration as the metric. void EffectsCalculator::calculateEffects(std::vector> &axes) { int axisCount = axes.size(); - int64_t forces[MAX_AXIS] = {0}; + int32_t forces[MAX_AXIS] = {0}; if(isActive()){ int32_t force = 0; @@ -290,11 +295,7 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { float t = (micros()/1000.0) - (float)effect->startTime; float freq = 1.0f / (float)(std::max(effect->period, 2)); float phase = (float)effect->phase / (float)35999; //degrees -#ifdef USE_DSP_FUNCTIONS - float sine = arm_sin_f32(2.0f * PI * (t * freq + phase)) * magnitude; -#else - float sine = sinf(2.0f * M_PI * (t * freq + phase)) * magnitude; -#endif + float sine = MATH_SIN(2.0f * MATH_PI * (t * freq + phase)) * magnitude; force_vector = (int32_t)(offset_lrf + sine); break; } @@ -392,13 +393,8 @@ int32_t EffectsCalculator::calculateEffectForceOnAxis(FFB_Effect *effect, int32_ float rampupFactor = 1.0; if (fabs (speed) < speedRampupCeil) { // if speed in the range to rampup we apply a sinus curbe to ramup -#ifdef USE_DSP_FUNCTIONS - float phaseRad = PI * ((fabsf (speed) / speedRampupCeil) - 0.5f);// we start to compute the normalized angle (speed / normalizedSpeed@5%) and translate it of -1/2PI to translate sin on 1/2 periode - rampupFactor = ( 1.0f + arm_sin_f32(phaseRad ) ) / 2.0f; // sin value is -1..1 range, we translate it to 0..2 and we scale it by 2 -#else - float phaseRad = M_PI * ((fabsf (speed) / speedRampupCeil) - 0.5f);// we start to compute the normalized angle (speed / normalizedSpeed@5%) and translate it of -1/2PI to translate sin on 1/2 periode - rampupFactor = ( 1.0f + sinf(phaseRad ) ) / 2.0f; // sin value is -1..1 range, we translate it to 0..2 and we scale it by 2 -#endif + float phaseRad = MATH_PI * ((fabsf (speed) / speedRampupCeil) - 0.5f);// we start to compute the normalized angle (speed / normalizedSpeed@5%) and translate it of -1/2PI to translate sin on 1/2 periode + rampupFactor = ( 1.0f + MATH_SIN(phaseRad ) ) / 2.0f; // sin value is -1..1 range, we translate it to 0..2 and we scale it by 2 } int8_t sign = speed >= 0 ? 1 : -1; @@ -558,15 +554,11 @@ void EffectsCalculator::setFilters(FFB_Effect *effect){ void EffectsCalculator::updateEffectReconstruction(FFB_Effect* effect, float new_magnitude, float new_offset, bool is_periodic) { - // Update target variables (for NONE mode and fallback) - effect->magnitude = (int16_t)new_magnitude; - // Push new magnitude into recon structure pushReconstructionSample(&effect->recon_magnitude, new_magnitude); // Push new offset into recon structure if periodic if (is_periodic) { - effect->offset = (int16_t)new_offset; pushReconstructionSample(&effect->recon_offset, new_offset); } } diff --git a/Firmware/FFBoard/Src/HidFFB.cpp b/Firmware/FFBoard/Src/HidFFB.cpp index 4d74c3bf8..cc857452c 100644 --- a/Firmware/FFBoard/Src/HidFFB.cpp +++ b/Firmware/FFBoard/Src/HidFFB.cpp @@ -239,7 +239,7 @@ void HidFFB::set_constant_effect(FFB_SetConstantForce_Data_t* data){ cfUpdateEvent(); FFB_Effect& effect_p = effects[data->effectBlockIndex-1]; - //effect_p.magnitude = data->magnitude; + effect_p.magnitude = data->magnitude; effects_calc->updateEffectReconstruction(&effect_p, (float)data->magnitude, 0.0f, false); // if(effect_p.state == 0){ // effect_p.state = 1; // Force start effect @@ -466,10 +466,9 @@ void HidFFB::set_periodic(FFB_SetPeriodic_Data_t* report){ effect->period = clip(report->period,1,0x7fff); // Period is never 0 effect->phase = report->phase; + effect->magnitude = report->magnitude; + effect->offset = report->offset; effects_calc->updateEffectReconstruction(effect, (float)report->magnitude, (float)report->offset, true); - //effect->magnitude = report->magnitude; - //effect->offset = report->offset; - //effect->counter = 0; } From 6e74650b9cc8543bfb9adc44abf8c8df35c00833 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 19:45:47 +0200 Subject: [PATCH 71/87] fix: use fallbackValue when reconstruction spline is not ready - Prevents breaking SerialFFB and other sources that don't push samples to the reconstruction filter. --- Firmware/FFBoard/Src/EffectsCalculator.cpp | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/Firmware/FFBoard/Src/EffectsCalculator.cpp b/Firmware/FFBoard/Src/EffectsCalculator.cpp index 11a044d2f..a59ea5124 100644 --- a/Firmware/FFBoard/Src/EffectsCalculator.cpp +++ b/Firmware/FFBoard/Src/EffectsCalculator.cpp @@ -616,8 +616,13 @@ float EffectsCalculator::evaluateReconstructionFilter(ReconFilterState* state, f uint32_t now_us = micros(); float last_known_time = state->spline_x[3]; // The most recent point + // If no samples were pushed (e.g. SerialFFB or simple test mode), use fallback + if (!state->isSplineReady) { + return fallbackValue; + } + // 50ms timeout (if the game is paused, etc.) - if (!state->isSplineReady || (now_us > last_known_time + 50000)) { + if (now_us > last_known_time + 50000) { return state->spline_y[3]; // Maintain the last value } From 32c52b154e6e2c48b66de6288360722addecef3b Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 19:53:32 +0200 Subject: [PATCH 72/87] refactor: deduplicate DSP math logic in HidFFB - Use MATH_PI, MATH_SIN, and MATH_COS macros to remove duplicate ifdef blocks for direction calculations. - Fix Z-axis calculation missing DSP optimizations. --- Firmware/FFBoard/Src/HidFFB.cpp | 23 ++++++++++++----------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/Firmware/FFBoard/Src/HidFFB.cpp b/Firmware/FFBoard/Src/HidFFB.cpp index cc857452c..830b151f4 100644 --- a/Firmware/FFBoard/Src/HidFFB.cpp +++ b/Firmware/FFBoard/Src/HidFFB.cpp @@ -14,6 +14,13 @@ #ifdef USE_DSP_FUNCTIONS #include "arm_math.h" +#define MATH_PI PI +#define MATH_SIN(x) arm_sin_f32(x) +#define MATH_COS(x) arm_cos_f32(x) +#else +#define MATH_PI M_PI +#define MATH_SIN(x) sinf(x) +#define MATH_COS(x) cosf(x) #endif HidFFB::HidFFB(std::shared_ptr ec,uint8_t axisCount) : effects_calc(ec), effects(ec->effects),axisCount(axisCount) @@ -320,21 +327,15 @@ void HidFFB::set_effect(FFB_SetEffect_t* effect){ if(!overridesCondition){ -#ifdef USE_DSP_FUNCTIONS - float phaseX = PI*2.0f * (effect->directionX/36000.0f); + float phaseX = MATH_PI*2.0f * (effect->directionX/36000.0f); - effect_p->axisMagnitudes[0] = directionEnable ? arm_sin_f32(phaseX) : (effect->enableAxis & X_AXIS_ENABLE ? (effect->directionX - 18000.0f) / 18000.0f : 0); // Angular vector if dirEnable used otherwise linear or 0 if axis enabled - effect_p->axisMagnitudes[1] = directionEnable ? -arm_cos_f32(phaseX) : (effect->enableAxis & Y_AXIS_ENABLE ? -(effect->directionY - 18000.0f) / 18000.0f : 0); -#else - float phaseX = M_PI*2.0f * (effect->directionX/36000.0); - effect_p->axisMagnitudes[0] = directionEnable ? sin(phaseX) : (effect->enableAxis & X_AXIS_ENABLE ? (effect->directionX - 18000.0f) / 18000.0f : 0); // Angular vector if dirEnable used otherwise linear or 0 if axis enabled - effect_p->axisMagnitudes[1] = directionEnable ? -cos(phaseX) : (effect->enableAxis & Y_AXIS_ENABLE ? -(effect->directionY - 18000.0f) / 18000.0f : 0); -#endif + effect_p->axisMagnitudes[0] = directionEnable ? MATH_SIN(phaseX) : (effect->enableAxis & X_AXIS_ENABLE ? (effect->directionX - 18000.0f) / 18000.0f : 0); // Angular vector if dirEnable used otherwise linear or 0 if axis enabled + effect_p->axisMagnitudes[1] = directionEnable ? -MATH_COS(phaseX) : (effect->enableAxis & Y_AXIS_ENABLE ? -(effect->directionY - 18000.0f) / 18000.0f : 0); } #if MAX_AXIS == 3 - float phaseY = M_PI*2.0 * (effect->directionY/36000.0); - effect_p->axisMagnitudes[3] = directionEnable ? sin(phaseY) : (effect->enableAxis & Z_AXIS_ENABLE ? (effect->directionZ - 18000.0f) / 18000.0f : 0); + float phaseY = MATH_PI*2.0f * (effect->directionY/36000.0f); + effect_p->axisMagnitudes[3] = directionEnable ? MATH_SIN(phaseY) : (effect->enableAxis & Z_AXIS_ENABLE ? (effect->directionZ - 18000.0f) / 18000.0f : 0); #endif if(effect->duration == 0){ // Fix for games assuming 0 is infinite effect_p->duration = FFB_EFFECT_DURATION_INFINITE; From bb57b57dbff714613799a26b497208a22fc64335 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 19:54:36 +0200 Subject: [PATCH 73/87] docs: update author list in FFBoardMain.cpp --- Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp index a3c9b559f..83c42dd0e 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp @@ -2,7 +2,7 @@ * FFBoardMain.cpp * * Created on: 23.01.2020 - * Author: Yannick, Vincent + * Author: Yannick */ #include "FFBoardMain.h" From 87f71420b6aa8bf56797dacbd15884b1d8c121db Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 20:03:24 +0200 Subject: [PATCH 74/87] refactor: remove unused getVelocityControllerTorque function --- Firmware/FFBoard/UserExtensions/Inc/TMC4671.h | 1 - Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp | 5 ----- 2 files changed, 6 deletions(-) diff --git a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h index 7af7d26af..3abce6502 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h +++ b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h @@ -492,7 +492,6 @@ friend class TMCDebugBridge; bool estopTriggered = false; void turn(int16_t power); - int16_t getVelocityControllerTorque(); int16_t nextFlux = 0; int16_t idleFlux = 0; uint16_t maxOffsetFlux = 0; diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index 55c824792..24cbcd4d5 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -2089,11 +2089,6 @@ void TMC4671::setFluxTorque(int16_t flux, int16_t torque){ #endif } -int16_t TMC4671::getVelocityControllerTorque(){ - writeReg(0x6F, 4); // INTERIM_ADDR = 4 for PIDOUT_TARGET_TORQUE - return (int16_t)readReg(0x6E); // Read from INTERIM_DATA -} - void TMC4671::setFluxTorqueFF(int16_t flux, int16_t torque){ if(curMotionMode != MotionMode::torque){ setMotionMode(MotionMode::torque,true); From c332afda3467d117b307a327c34aeac734425dea Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 20:16:54 +0200 Subject: [PATCH 75/87] perf: skip magnitude interpolation and envelope calculation for Ramp effects --- Firmware/FFBoard/Src/EffectsCalculator.cpp | 43 ++++++++++++---------- 1 file changed, 24 insertions(+), 19 deletions(-) diff --git a/Firmware/FFBoard/Src/EffectsCalculator.cpp b/Firmware/FFBoard/Src/EffectsCalculator.cpp index a59ea5124..2c80e2d0c 100644 --- a/Firmware/FFBoard/Src/EffectsCalculator.cpp +++ b/Firmware/FFBoard/Src/EffectsCalculator.cpp @@ -184,25 +184,30 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { int32_t force_vector = 0; - // Get interpolated magnitude (or amplitude) - float interpolated_magnitude = evaluateReconstructionFilter( - &effect->recon_magnitude, // Use the new structure - (float)effect->magnitude // Fallback value (for NONE mode) - ); - - // Get interpolated offset - float interpolated_offset_float = evaluateReconstructionFilter( - &effect->recon_offset, // Use the new structure - (float)effect->offset // Fallback value (for NONE mode) - ); - int32_t offset_lrf = (int32_t)interpolated_offset_float; - - // Magnitude with envelope if used - int32_t magnitude; - if(effect->useEnvelope){ - magnitude = getEnvelopeMagnitude(effect, (int32_t)interpolated_magnitude); - } else { - magnitude = (int32_t)interpolated_magnitude; + int32_t magnitude = 0; + int32_t offset_lrf = 0; + + // Only calculate reconstruction and envelope if the effect actually uses them + if (effect->type != FFB_EFFECT_RAMP) { + // Get interpolated magnitude (or amplitude) + float interpolated_magnitude = evaluateReconstructionFilter( + &effect->recon_magnitude, // Use the new structure + (float)effect->magnitude // Fallback value (for NONE mode) + ); + + // Get interpolated offset + float interpolated_offset_float = evaluateReconstructionFilter( + &effect->recon_offset, // Use the new structure + (float)effect->offset // Fallback value (for NONE mode) + ); + offset_lrf = (int32_t)interpolated_offset_float; + + // Magnitude with envelope if used + if(effect->useEnvelope){ + magnitude = getEnvelopeMagnitude(effect, (int32_t)interpolated_magnitude); + } else { + magnitude = (int32_t)interpolated_magnitude; + } } From 552f4cc5f525730a607b4602f5dd94c0ac690b63 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 20:21:02 +0200 Subject: [PATCH 76/87] build: remove CMSIS-DSP virtual pin from F407VG IOC --- Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc | 14 ++++---------- 1 file changed, 4 insertions(+), 10 deletions(-) diff --git a/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc b/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc index ad20a5d42..656b179eb 100644 --- a/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc +++ b/Firmware/Targets/F407VG/OpenFFBoard_F407VG.ioc @@ -308,11 +308,9 @@ Mcu.Pin84=VP_TIM8_VS_ClockSourceINT Mcu.Pin85=VP_TIM8_VS_no_output1 Mcu.Pin86=VP_TIM9_VS_ClockSourceINT Mcu.Pin87=VP_TIM13_VS_ClockSourceINT -Mcu.Pin88=VP_STMicroelectronics.X-CUBE-ALGOBUILD_VS_DSPOoLibraryJjLibrary_1.4.0_1.4.0 Mcu.Pin9=PH1-OSC_OUT -Mcu.PinsNb=89 -Mcu.ThirdParty0=STMicroelectronics.X-CUBE-ALGOBUILD.1.4.0 -Mcu.ThirdPartyNb=1 +Mcu.PinsNb=88 +Mcu.ThirdPartyNb=0 Mcu.UserConstants= Mcu.UserName=STM32F407VGTx MxCube.Version=6.10.0 @@ -861,10 +859,7 @@ SPI3.Direction=SPI_DIRECTION_2LINES SPI3.IPParameters=VirtualType,Mode,Direction,CalculateBaudRate,BaudRatePrescaler SPI3.Mode=SPI_MODE_MASTER SPI3.VirtualType=VM_MASTER -STMicroelectronics.X-CUBE-ALGOBUILD.1.4.0.DSPOoLibraryJjLibrary_Checked=true -STMicroelectronics.X-CUBE-ALGOBUILD.1.4.0.IPParameters=LibraryCcDSPOoLibraryJjDSPOoLibrary -STMicroelectronics.X-CUBE-ALGOBUILD.1.4.0.LibraryCcDSPOoLibraryJjDSPOoLibrary=true -STMicroelectronics.X-CUBE-ALGOBUILD.1.4.0_SwParameter=LibraryCcDSPOoLibraryJjDSPOoLibrary\:true; + TIM1.AutoReloadPreload=TIM_AUTORELOAD_PRELOAD_ENABLE TIM1.Channel-PWM\ Generation1\ CH1=TIM_CHANNEL_1 TIM1.Channel-PWM\ Generation2\ CH2=TIM_CHANNEL_2 @@ -948,8 +943,7 @@ VP_FREERTOS_VS_CMSIS_V2.Mode=CMSIS_V2 VP_FREERTOS_VS_CMSIS_V2.Signal=FREERTOS_VS_CMSIS_V2 VP_IWDG_VS_IWDG.Mode=IWDG_Activate VP_IWDG_VS_IWDG.Signal=IWDG_VS_IWDG -VP_STMicroelectronics.X-CUBE-ALGOBUILD_VS_DSPOoLibraryJjLibrary_1.4.0_1.4.0.Mode=DSPOoLibraryJjLibrary -VP_STMicroelectronics.X-CUBE-ALGOBUILD_VS_DSPOoLibraryJjLibrary_1.4.0_1.4.0.Signal=STMicroelectronics.X-CUBE-ALGOBUILD_VS_DSPOoLibraryJjLibrary_1.4.0_1.4.0 + VP_SYS_VS_tim7.Mode=TIM7 VP_SYS_VS_tim7.Signal=SYS_VS_tim7 VP_TIM13_VS_ClockSourceINT.Mode=Enable_Timer From 9fb72f4a492f8e7487a936e7d203bbbf307c3cd1 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 20:43:01 +0200 Subject: [PATCH 77/87] refactor: optimize CMSIS-DSP header inclusions --- Firmware/FFBoard/Inc/Axis.h | 3 ++- Firmware/FFBoard/Inc/Filters.h | 3 ++- Firmware/FFBoard/Inc/ffb_defs.h | 5 +++++ Firmware/FFBoard/Src/EffectsCalculator.cpp | 4 +++- Firmware/FFBoard/Src/Filters.cpp | 2 +- Firmware/FFBoard/Src/HidFFB.cpp | 3 ++- 6 files changed, 15 insertions(+), 5 deletions(-) diff --git a/Firmware/FFBoard/Inc/Axis.h b/Firmware/FFBoard/Inc/Axis.h index 6603eb5cb..514dffd65 100644 --- a/Firmware/FFBoard/Inc/Axis.h +++ b/Firmware/FFBoard/Inc/Axis.h @@ -26,7 +26,8 @@ #include "EffectsCalculator.h" #ifdef USE_DSP_FUNCTIONS -#include "arm_math.h" +#include "dsp/controller_functions.h" +#include "dsp/fast_math_functions.h" #endif #define INTERNAL_AXIS_DAMPER_SCALER 0.7 diff --git a/Firmware/FFBoard/Inc/Filters.h b/Firmware/FFBoard/Inc/Filters.h index 950377adb..e658a7b9d 100644 --- a/Firmware/FFBoard/Inc/Filters.h +++ b/Firmware/FFBoard/Inc/Filters.h @@ -10,7 +10,8 @@ #include "cppmain.h" #ifdef USE_DSP_FUNCTIONS -#include "arm_math.h" +#include "arm_math_types.h" +#include "dsp/filtering_functions.h" #endif #ifdef __cplusplus diff --git a/Firmware/FFBoard/Inc/ffb_defs.h b/Firmware/FFBoard/Inc/ffb_defs.h index 4445c036d..f00e2b7fc 100644 --- a/Firmware/FFBoard/Inc/ffb_defs.h +++ b/Firmware/FFBoard/Inc/ffb_defs.h @@ -12,6 +12,11 @@ #include "Filters.h" #include "constants.h" // For #define MAX_AXIS +#ifdef USE_DSP_FUNCTIONS +#include "arm_math_types.h" +#include "dsp/interpolation_functions.h" +#endif + #define FFB_ID_OFFSET 0x00 #define MAX_EFFECTS 40 diff --git a/Firmware/FFBoard/Src/EffectsCalculator.cpp b/Firmware/FFBoard/Src/EffectsCalculator.cpp index 2c80e2d0c..22472b3ec 100644 --- a/Firmware/FFBoard/Src/EffectsCalculator.cpp +++ b/Firmware/FFBoard/Src/EffectsCalculator.cpp @@ -12,7 +12,9 @@ #include "ledEffects.h" #ifdef USE_DSP_FUNCTIONS -#include "arm_math.h" +#include "arm_math_types.h" +#include "dsp/fast_math_functions.h" +#include "dsp/interpolation_functions.h" #define MATH_PI PI #define MATH_SIN(x) arm_sin_f32(x) #else diff --git a/Firmware/FFBoard/Src/Filters.cpp b/Firmware/FFBoard/Src/Filters.cpp index 1fa803e02..937fc78e8 100644 --- a/Firmware/FFBoard/Src/Filters.cpp +++ b/Firmware/FFBoard/Src/Filters.cpp @@ -11,7 +11,7 @@ #include #ifdef USE_DSP_FUNCTIONS -#include "arm_math.h" +#include "dsp/fast_math_functions.h" #endif Biquad::Biquad(){ diff --git a/Firmware/FFBoard/Src/HidFFB.cpp b/Firmware/FFBoard/Src/HidFFB.cpp index 830b151f4..cf2f5a8e8 100644 --- a/Firmware/FFBoard/Src/HidFFB.cpp +++ b/Firmware/FFBoard/Src/HidFFB.cpp @@ -13,7 +13,8 @@ #include #ifdef USE_DSP_FUNCTIONS -#include "arm_math.h" +#include "arm_math_types.h" +#include "dsp/fast_math_functions.h" #define MATH_PI PI #define MATH_SIN(x) arm_sin_f32(x) #define MATH_COS(x) arm_cos_f32(x) From cc8ea76c78d01322a8faa78bfc499f4b5b5430e1 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Thu, 28 May 2026 22:29:13 +0200 Subject: [PATCH 78/87] fix: fix bug injected with the 64_t structure, 32b is enough with less cpu overload. --- Firmware/FFBoard/Inc/Axis.h | 10 +++++----- Firmware/FFBoard/Src/Axis.cpp | 26 +++++++++++++------------- 2 files changed, 18 insertions(+), 18 deletions(-) diff --git a/Firmware/FFBoard/Inc/Axis.h b/Firmware/FFBoard/Inc/Axis.h index 514dffd65..246593d4a 100644 --- a/Firmware/FFBoard/Inc/Axis.h +++ b/Firmware/FFBoard/Inc/Axis.h @@ -342,7 +342,7 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle * @brief Calculates the FFB torque exponential torque, from the input torque and apply expo and scaler * @return The calculated exponential torque. */ - int64_t calculateFFBTorque(); + int32_t calculateFFBTorque(); /** * @brief Starts a force fade-in. @@ -357,7 +357,7 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle * @brief Sets the FFB effect torque. * @param torque The new FFB effect torque from the EffectsCalculator. */ - void setFfbEffectTorque(int64_t torque); + void setFfbEffectTorque(int32_t torque); /** * @brief Updates the total torque. @@ -418,12 +418,12 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle * @param torque A reference to the torque value to be modified. * @return torque update to apply to reduced de speed. */ - int64_t applySpeedLimiterTorque(int64_t& torque); + int32_t applySpeedLimiterTorque(int32_t& torque); /** * @brief Applies the torque slew rate limiter to the torque. * @param torque A reference to the torque value to be modified. */ - void applyTorqueSlewRateLimiter(int64_t& torque); + void applyTorqueSlewRateLimiter(int32_t& torque); /** * @brief Decodes the axis configuration from a 16-bit integer stored in flash. * @param val The 16-bit encoded configuration value. @@ -478,7 +478,7 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle float previousFrameSpeed = 0; //!< Instantaneous speed from the last cycle, used for acceleration calculation. // Torque components - int64_t ffbEffectTorque = 0; //!< Torque from HID FFB effects. + int32_t ffbEffectTorque = 0; //!< Torque from HID FFB effects. int32_t mechanicalEffectTorque = 0; //!< Torque from mechanical effects (damper, friction, inertia). // Power and scaling diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index 43bbb8989..187142ebc 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -703,9 +703,9 @@ int32_t Axis::calculateExpoTorque(int32_t torque){ } } -int64_t Axis::calculateFFBTorque() { +int32_t Axis::calculateFFBTorque() { - int64_t torque = this->ffbEffectTorque; + int32_t torque = this->ffbEffectTorque; // 1. Game Clipping detection // If the game sends more than the theoretical maximum (+/- 32767), the signal is clipped at the source. @@ -720,7 +720,7 @@ int64_t Axis::calculateFFBTorque() { // 3. Game specific gain (effectRatioScaler) // Scale the FFB from game only (allows lowering game effects without lowering endstops) - torque = (int64_t)((float)torque * effectRatioScaler); + torque = (int32_t)((float)torque * effectRatioScaler); return torque; } @@ -747,7 +747,7 @@ int32_t Axis::calculateEndstopTorque(){ return clip(endstopTorque,-0x7fff,0x7fff); } -void Axis::setFfbEffectTorque(int64_t torque) { +void Axis::setFfbEffectTorque(int32_t torque) { this->ffbEffectTorque = torque; } @@ -759,7 +759,7 @@ bool Axis::updateTorque(int32_t* totalTorque) { // STEP 1: Process FFB torque from the game (via helper function) // (Reconstructed by CMSIS Spline, Expo applied, and scaled by FFB ratio) - int64_t torque = calculateFFBTorque(); + int32_t torque = calculateFFBTorque(); // STEP 2: Mix in local mechanical effects // (Damper, Friction, Inertia generated locally at high frequency) @@ -772,7 +772,7 @@ bool Axis::updateTorque(int32_t* totalTorque) { // STEP 4: Master Volume Scaling // Map the virtual signal (+/- 32767) to the physical power limit ("power") - torque = (int64_t)((float)torque * torqueScaler); + torque = (int32_t)((float)torque * torqueScaler); // STEP 5: Safety limits (Fade-in, Out of bounds) // Applied BEFORE dynamic limiters so that abrupt cuts are smoothed by the Slew Rate. @@ -783,7 +783,7 @@ bool Axis::updateTorque(int32_t* totalTorque) { // Apply a fade-in effect for a smooth force ramp-up on startup or recovery. // Increases forceFadeMultiplier progressively based on forceFadeDuration and sample rate. if(forceFadeMultiplier < 1.0f){ - torque = (int64_t)((float)torque * forceFadeMultiplier); + torque = (int32_t)((float)torque * forceFadeMultiplier); forceFadeMultiplier += forceFadeDuration / this->filter_f; } @@ -817,7 +817,7 @@ bool Axis::updateTorque(int32_t* totalTorque) { } -void Axis::applyTorqueSlewRateLimiter(int64_t& torque) +void Axis::applyTorqueSlewRateLimiter(int32_t& torque) { // Limits the rate of change of the torque (slew rate), to smooths out sudden changes in torque. // Essential for a natural feel and to prevent "clanking" noises. @@ -826,14 +826,14 @@ void Axis::applyTorqueSlewRateLimiter(int64_t& torque) } // This prevents sudden torque jumps, resulting in a smoother feel. - const int64_t previousTorque = metric.previous.torque; - const int64_t maxTorqueChange = maxTorqueRateMS; + const int32_t previousTorque = metric.previous.torque; + const int32_t maxTorqueChange = maxTorqueRateMS; // The torque is clipped to be within the range of [previous torque - limit, previous torque + limit]. - torque = clip(torque, previousTorque - maxTorqueChange, previousTorque + maxTorqueChange); + torque = clip(torque, previousTorque - maxTorqueChange, previousTorque + maxTorqueChange); } -int64_t Axis::applySpeedLimiterTorque(int64_t& torque){ +int32_t Axis::applySpeedLimiterTorque(int32_t& torque){ // Speed Limiter: A PI controller to reduce torque when speed exceeds maxSpeedDegS. // The limiter only acts when torque is applied in the direction of movement. @@ -842,7 +842,7 @@ int64_t Axis::applySpeedLimiterTorque(int64_t& torque){ return 0; } - int64_t resultTorque = 0; + int32_t resultTorque = 0; float effectiveSpeed = metric.current.speed * (torque > 0 ? 1.0f : -1.0f); if (effectiveSpeed > maxSpeedDegS) From a66400b7a744f961ee0ffcd904bdcf51e81d4824 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Sun, 10 May 2026 13:28:38 +0200 Subject: [PATCH 79/87] feat(tmc): implement non-blocking state machine, torque slewrate, initial anti-cogging and code simplification --- Firmware/FFBoard/Src/Axis.cpp | 36 +- Firmware/FFBoard/Src/flash_helpers.cpp | 73 +- Firmware/FFBoard/UserExtensions/Inc/TMC4671.h | 92 ++- .../UserExtensions/Inc/eeprom_addresses.h | 7 +- .../FFBoard/UserExtensions/Src/TMC4671.cpp | 751 +++++++++++++----- .../UserExtensions/Src/eeprom_addresses.c | 6 + .../.settings/stm32cubeide.project.prefs | 4 +- .../F407VG/Core/Inc/target_constants.h | 5 + .../Targets/F407VG/STM32F407VGTX_FLASH.ld | 6 +- Firmware/scripts/memory_map.csv | 3 + doc/TMC4671.md | 110 +++ doc/TMC4671.pdf | Bin 0 -> 4522122 bytes doc/slewrate.md | 65 ++ 13 files changed, 920 insertions(+), 238 deletions(-) create mode 100644 doc/TMC4671.md create mode 100644 doc/TMC4671.pdf create mode 100644 doc/slewrate.md diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index 187142ebc..0f2ad90a1 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -429,23 +429,36 @@ void Axis::setDrvType(uint8_t drvtype) { return; } - cpp_freertos::CriticalSection::Enter(); - MotorDriver* drv = driverChooser.Create((uint16_t)drvtype); - this->drv.reset(drv); - if (drv == nullptr) + + // Create the driver outside of the critical section to avoid FreeRTOS issues (semaphore take with interrupts disabled) + MotorDriver* drv_new = driverChooser.Create((uint16_t)drvtype); + + if (drv_new == nullptr) { - cpp_freertos::CriticalSection::Exit(); return; } + + // Pre-initialization outside of critical section + if(!drv_new->hasIntegratedEncoder()){ + drv_new->setEncoder(this->enc); + } + drv_new->setupDriver(); + + // Use critical section only for atomic replacement of the driver pointer + MotorDriver* old_drv_ptr = nullptr; + cpp_freertos::CriticalSection::Enter(); + old_drv_ptr = this->drv.release(); // Detach the old driver safely + this->drv.reset(drv_new); // Attach the new driver this->conf.drvtype = drvtype; - this->maxTorqueRateMS = drv->getDrvSlewRate(); + this->maxTorqueRateMS = drv_new->getDrvSlewRate(); + cpp_freertos::CriticalSection::Exit(); - // Pass encoder to driver again - if(!this->drv->hasIntegratedEncoder()){ - this->drv->setEncoder(this->enc); + // Delete the old driver outside of the critical section to avoid blocking destructors or FreeRTOS issues + if (old_drv_ptr != nullptr) { + delete old_drv_ptr; } - drv->setupDriver(); + // Perform SPI communications (start/suspend) outside of the critical section if (!tud_connected()) { control->usb_disabled = false; @@ -453,9 +466,8 @@ void Axis::setDrvType(uint8_t drvtype) } else { - drv->startMotor(); + drv_new->startMotor(); } - cpp_freertos::CriticalSection::Exit(); } diff --git a/Firmware/FFBoard/Src/flash_helpers.cpp b/Firmware/FFBoard/Src/flash_helpers.cpp index 76081260f..4b5a0f4be 100644 --- a/Firmware/FFBoard/Src/flash_helpers.cpp +++ b/Firmware/FFBoard/Src/flash_helpers.cpp @@ -2,13 +2,14 @@ * flash_helpers.cpp * * Created on: 31.01.2020 - * Author: Yannick + * Author: Yannick, Vincent */ #include "flash_helpers.h" #include "eeprom_addresses.h" #include #include "mutex.hpp" #include +#include cpp_freertos::MutexStandard flashMutex; // Flash helpers @@ -242,6 +243,76 @@ __weak bool Flash_Format(){ __weak bool Flash_Init(){ return true; } + +#endif +#if defined(COGGING_TABLE_FLASH_START_ADDRESS) + +// Statically allocated buffer to prevent heap allocation errors on memory constrained devices. +static uint8_t cogging_flash_buffer[32 * 1024]; + +/** + * @brief Writes a single cogging table to flash using a safe read-modify-write procedure. + * @param table_idx Index of the table to write (0 to MAX_COGGING_TABLES-1). + * @param data Pointer to the table data to be written. + * @return true on success, false on failure. + */ +bool Flash_WriteCoggingTable(uint8_t table_idx, int16_t* data) { + if (table_idx >= MAX_COGGING_TABLES) { + return false; + } + + // Use a statically allocated buffer to avoid stack overflow and heap allocation errors. + const uint32_t region_size = sizeof(cogging_flash_buffer); + uint8_t* temp_buffer = cogging_flash_buffer; + + // 1. Read the entire existing region from flash into the buffer + memcpy(temp_buffer, (void*)COGGING_TABLE_FLASH_START_ADDRESS, region_size); + + // 2. Copy the new table data into the buffer at the correct offset + uint32_t offset = table_idx * COGGING_TABLE_SIZE; + memcpy(temp_buffer + offset, data, COGGING_TABLE_SIZE); + + // 3. Erase the flash sector + HAL_FLASH_Unlock(); + FLASH_EraseInitTypeDef pEraseInit; + pEraseInit.TypeErase = FLASH_TYPEERASE_SECTORS; + pEraseInit.Sector = FLASH_SECTOR_11; // The reserved 32k region is within this sector + pEraseInit.NbSectors = 1; + pEraseInit.VoltageRange = VOLTAGE_RANGE_3; + uint32_t SectorError = 0; + if (HAL_FLASHEx_Erase(&pEraseInit, &SectorError) != HAL_OK) { + HAL_FLASH_Lock(); + return false; + } + + // 4. Write the entire modified buffer back to flash, word by word for efficiency + for (uint32_t i = 0; i < region_size / sizeof(uint32_t); ++i) { + uint32_t write_address = COGGING_TABLE_FLASH_START_ADDRESS + i * sizeof(uint32_t); + uint32_t word_to_write = ((uint32_t*)temp_buffer)[i]; + if (HAL_FLASH_Program(FLASH_TYPEPROGRAM_WORD, write_address, word_to_write) != HAL_OK) { + HAL_FLASH_Lock(); + return false; + } + } + + HAL_FLASH_Lock(); + return true; +} + +/** + * @brief Reads a single cogging table from its dedicated flash area. + * @param table_idx Index of the table to read (0 to MAX_COGGING_TABLES-1). + * @param data Pointer to a buffer where the table data will be stored. + * @return true on success, false on failure. + */ +bool Flash_ReadCoggingTable(uint8_t table_idx, int16_t* data) { + if (table_idx >= MAX_COGGING_TABLES) { + return false; + } + uint32_t address = COGGING_TABLE_FLASH_START_ADDRESS + (table_idx * COGGING_TABLE_SIZE); + memcpy(data, (void*)address, COGGING_TABLE_SIZE); + return true; +} #endif /* * Dumps all set variables from flash to a vector diff --git a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h index 3abce6502..4d11b8f59 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h +++ b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h @@ -29,8 +29,13 @@ #define SPITIMEOUT 500 #define TMC_THREAD_MEM 256 -#define TMC_THREAD_PRIO 25 // Must be higher than main thread -#define TMC_ADCOFFSETFAIL 5000 // How much offset from 0x7fff to allow before a calibration is failed +#define TMC_THREAD_PRIO 25 // Must be higher than main thread +#define TMC_ADCOFFSETFAIL 5000 // How much offset from 0x7fff to allow before a calibration is failed + +#ifdef COGGING_TABLE_FLASH_START_ADDRESS +// --- Constants for anti-cogging calibration --- +#define CALIB_SPEED 50 // Slow speed in RPM used for calibration. +#endif extern SPI_HandleTypeDef HSPIDRV; @@ -57,15 +62,27 @@ extern TIM_HandleTypeDef TIM_TMC; #define TIM_TMC_ARR 250 #endif - -enum class TMC_ControlState : uint32_t {uninitialized,waitPower,Shutdown,Running,EncoderInit,EncoderFinished,HardError,OverTemp,IndexSearch,FullCalibration,ExternalEncoderInit,Pidautotune}; +enum class TMC_ControlState : uint32_t {uninitialized,waitPower,Shutdown,Running,EncoderInit,EncoderFinished,HardError,OverTemp,IndexSearch,FullCalibration,ExternalEncoderInit,Pidautotune +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + ,CoggingCalibration +#endif + ,SlewRateCalibration, NONE +}; enum class TMC_PwmMode : uint8_t {off = 0,HSlow_LShigh = 1, HShigh_LSlow = 2, res2 = 3, res3 = 4, PWM_LS = 5, PWM_HS = 6, PWM_FOC = 7}; enum class TMC_StartupType{NONE,coldStart,warmStart}; -enum class TMC_GpioMode{DebugSpi,DSAdcClkOut,DSAdcClkIn,Aout_Bin,Ain_Bout,Aout_Bout,Ain_Bin}; +enum class CoggingState : uint8_t { Init, ForwardWait, ForwardMeasure, BackwardWait, BackwardMeasure, Compute }; + +struct CoggingCalibData { + int32_t temp_fw[CALIB_MAP_SIZE] = {0}; + int32_t temp_bw[CALIB_MAP_SIZE] = {0}; + uint16_t counts_fw[CALIB_MAP_SIZE] = {0}; + uint16_t counts_bw[CALIB_MAP_SIZE] = {0}; +}; +enum class TMC_GpioMode{DebugSpi,DSAdcClkOut,DSAdcClkIn,Aout_Bin,Ain_Bout,Aout_Bout,Ain_Bin}; enum class MotorType : uint8_t {NONE=0,DC=1,STEPPER=2,BLDC=3}; enum class PhiE : uint8_t {ext=1,openloop=2,abn=3,hall=5,aenc=6,aencE=7,NONE,extEncoder}; enum class MotionMode : uint8_t {stop=0,torque=1,velocity=2,position=3,prbsflux=4,prbstorque=5,prbsvelocity=6,uqudext=8,encminimove=9,NONE}; @@ -265,6 +282,9 @@ struct TMC4671FlashAddrs{ uint16_t encOffset = ADR_TMC1_ENC_OFFSET; uint16_t phieOffset = ADR_TMC1_PHIE_OFS; uint16_t torqueFilter = ADR_TMC1_TRQ_FILT; +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + uint16_t coggingEnable = ADR_TMC1_COGGING_CAL; +#endif }; struct TMC4671ABNConf{ @@ -382,7 +402,10 @@ class TMC4671 : torqueP,torqueI,fluxP,fluxI,velocityP,velocityI,posP,posI, tmctype,pidPrec,phiesrc,fluxoffset,seqpi,tmcIscale,encdir,temp,reg, svpwm,fullCalibration,calibrated,abnindexenabled,findIndex,getState,encpol,combineEncoder,invertForce,vmTmc, - extphie,torqueFilter_mode,torqueFilter_f,torqueFilter_q,pidautotune,fluxbrake,pwmfreq + extphie,torqueFilter_mode,torqueFilter_f,torqueFilter_q,pidautotune,fluxbrake,pwmfreq, +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + cogging,calibrateCogging, coggingTable +#endif }; #ifdef TMCDEBUG @@ -444,6 +467,9 @@ friend class TMCDebugBridge; bool checkEncoder(); void calibrateAenc(); void calibrateEncoder(); +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + void calibrateCogging(); +#endif void setEncoderType(EncoderType_TMC type); uint32_t getEncCpr(); @@ -475,6 +501,11 @@ friend class TMCDebugBridge; void setBBM(uint8_t bbml,uint8_t bbmh); + + // Slew rate calibration control + uint16_t getDrvSlewRate(); + bool startSlewRateCalibration(); + bool isSlewRateCalibrationInProgress(); #ifdef TIM_TMC void timerElapsed(TIM_HandleTypeDef* htim); @@ -500,7 +531,7 @@ friend class TMCDebugBridge; uint16_t maxPowerAxis = 0; int16_t controlFluxDissipate(); - const float fluxDissipationLimit = 1000; + static constexpr float FLUX_DISSIPATION_LIMIT = 1000.0f; void setTorque(int16_t torque); @@ -621,7 +652,7 @@ friend class TMCDebugBridge; protected: class TMC_ExternalEncoderUpdateThread : public cpp_freertos::Thread{ public: - TMC_ExternalEncoderUpdateThread(TMC4671* tmc); + TMC_ExternalEncoderUpdateThread(TMC4671* tmc); //~TMC_ExternalEncoderUpdateThread(); void Run(); void updateFromIsr(); @@ -635,14 +666,15 @@ friend class TMCDebugBridge; private: uint8_t drv_address = 0; OutputPin enablePin = OutputPin(*DRV_ENABLE_GPIO_Port,DRV_ENABLE_Pin); - const Error indexNotHitError = Error(ErrorCode::encoderIndexMissed,ErrorType::critical,"Encoder index missed"); - const Error lowVoltageError = Error(ErrorCode::undervoltage,ErrorType::warning,"Low motor voltage"); - const Error communicationError = Error(ErrorCode::tmcCommunicationError, ErrorType::warning, "TMC not responding"); - const Error estopError = Error(ErrorCode::emergencyStop, ErrorType::critical, "TMC emergency stop triggered"); + const Error INDEX_NOT_HIT_ERROR = Error(ErrorCode::encoderIndexMissed,ErrorType::critical,"Encoder index missed"); + const Error LOW_VOLTAGE_ERROR = Error(ErrorCode::undervoltage,ErrorType::warning,"Low motor voltage"); + const Error COMMUNICATION_ERROR = Error(ErrorCode::tmcCommunicationError, ErrorType::warning, "TMC not responding"); + const Error ESTOP_ERROR = Error(ErrorCode::emergencyStop, ErrorType::critical, "TMC emergency stop triggered"); TMC_ControlState state = TMC_ControlState::uninitialized; TMC_ControlState laststate = TMC_ControlState::uninitialized; TMC_ControlState requestedState = TMC_ControlState::Shutdown; + TMC_ControlState postPowerState = TMC_ControlState::NONE; MotionMode curMotionMode = MotionMode::stop; MotionMode lastMotionMode = MotionMode::stop; MotionMode nextMotionMode = MotionMode::stop; @@ -665,6 +697,7 @@ friend class TMCDebugBridge; bool encHallRestored = false; bool canChangeHwType = true; // Allows changing the hardware version by commands //int32_t phiEOffsetRestored = 0; //-0x8000 to 0x7fff + uint8_t powerCheckCounter = 0; uint8_t calibrationFailCount = 2; int16_t externalEncoderPhieOffset = 0; // PhiE offset for external encoders @@ -674,12 +707,39 @@ friend class TMCDebugBridge; bool recalibrationRequired = false; uint8_t enc_retry = 0; - uint8_t enc_retry_max = 3; + static constexpr uint8_t ENC_RETRY_MAX = 3; uint32_t lastStatTime = 0; uint8_t spi_buf[5] = {0}; +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + // Cogging Calibration + int16_t data_cogging[CALIB_MAP_SIZE] = {0}; + bool cogging_enabled = false; + void saveCoggingTable(); + void clearCoggingTable(); + + CoggingState coggingCalibState = CoggingState::Init; + std::unique_ptr coggingData = nullptr; + uint32_t calibStartTime = 0; + MotionMode prevCalibMode = MotionMode::stop; + void handleStateCoggingCalibration(); +#endif + + uint16_t maxSlewRate = MAX_SLEW_RATE; // in mA/ms + void measureMaxSlewRate(); + + enum class PidTuneState : uint8_t { Init, RampFluxP, TuneFluxI_Pulse, TuneFluxI_Measure, Done }; + PidTuneState pidTuneState = PidTuneState::Init; + uint32_t pidTuneStartTime = 0; + uint16_t tuneFluxI = 0, tuneFluxP = 100; + int32_t tuneMeasurePeak = 0; + PhiE lastPidTunePhiE = PhiE::NONE; + MotionMode lastPidTuneMode = MotionMode::stop; + TMC4671PIDConf pidTuneNewPids; + void handleStatePidAutoTune(); + void initAdc(uint16_t mdecA, uint16_t mdecB,uint32_t mclkA,uint32_t mclkB); void setPwm(uint8_t val,uint16_t maxcnt,uint8_t bbmL,uint8_t bbmH);// 100MHz/maxcnt+1 void setPwm(TMC_PwmMode val);// pwm mode @@ -695,6 +755,10 @@ friend class TMCDebugBridge; // void ABN_init(); // void AENC_init(); + void handleStateWaitPower(); + void handleStateRunning(); + void handleStateFullCalibration(); + void encoderInit(); void errorCallback(const Error &error, bool cleared); bool pidAutoTune(); @@ -708,7 +772,7 @@ friend class TMCDebugBridge; TMC4671Biquad_conf torqueFilterConf; TMC4671BiquadFilters curFilters; - const float fluxFilterFreq = 350.0; + static constexpr float FLUX_FILTER_FREQ = 350.0f; // External encoder timer fires interrupts to trigger a new commutation position update #ifdef TIM_TMC diff --git a/Firmware/FFBoard/UserExtensions/Inc/eeprom_addresses.h b/Firmware/FFBoard/UserExtensions/Inc/eeprom_addresses.h index bed80e3af..c024c1fcf 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/eeprom_addresses.h +++ b/Firmware/FFBoard/UserExtensions/Inc/eeprom_addresses.h @@ -13,11 +13,11 @@ #include "main.h" // Change this to the amount of currently registered variables -#define NB_OF_VAR 168 +#define NB_OF_VAR 186 extern const uint16_t VirtAddVarTab[NB_OF_VAR]; // Amount of variables in exportable list -#define NB_EXPORTABLE_ADR 153 +#define NB_EXPORTABLE_ADR 171 extern const uint16_t exportableFlashAddresses[NB_EXPORTABLE_ADR]; @@ -120,6 +120,7 @@ uint16_t EE_ReadVariable(uint16_t VirtAddress, uint16_t* Data) will return 1 if #define ADR_TMC1_FLUX_I 0x32A #define ADR_TMC1_PHIE_OFS 0x32B #define ADR_TMC1_TRQ_FILT 0x32C +#define ADR_TMC1_COGGING_CAL 0x32D // AXIS2 #define ADR_AXIS2_CONFIG 0x341 // 0-2 ENC, 3-5 DRV #define ADR_AXIS2_POWER 0x342 @@ -147,6 +148,7 @@ uint16_t EE_ReadVariable(uint16_t VirtAddress, uint16_t* Data) will return 1 if #define ADR_TMC2_FLUX_I 0x36A #define ADR_TMC2_PHIE_OFS 0x36B #define ADR_TMC2_TRQ_FILT 0x36C +#define ADR_TMC2_COGGING_CAL 0x36D // AXIS3 #define ADR_AXIS3_CONFIG 0x381 // 0-2 ENC, 3-5 DRV #define ADR_AXIS3_POWER 0x382 @@ -174,6 +176,7 @@ uint16_t EE_ReadVariable(uint16_t VirtAddress, uint16_t* Data) will return 1 if #define ADR_TMC3_FLUX_I 0x3AA #define ADR_TMC3_PHIE_OFS 0x3AB #define ADR_TMC3_TRQ_FILT 0x3AC +#define ADR_TMC3_COGGING_CAL 0x3AD // RMD CAN Motor #define ADR_RMD1_DATA1 0x3C0 //0-4 CAN ID #define ADR_RMD1_TORQUE 0x3C1 //Maximum current diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index 24cbcd4d5..efe260b8d 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -93,13 +93,25 @@ const ClassIdentifier TMC4671::getInfo() { void TMC4671::setAddress(uint8_t address){ if (address == 1){ - this->flashAddrs = TMC4671FlashAddrs({ADR_TMC1_MOTCONF, ADR_TMC1_CPR, ADR_TMC1_ENCA, ADR_TMC1_OFFSETFLUX, ADR_TMC1_TORQUE_P, ADR_TMC1_TORQUE_I, ADR_TMC1_FLUX_P, ADR_TMC1_FLUX_I,ADR_TMC1_ADC_I0_OFS,ADR_TMC1_ADC_I1_OFS,ADR_TMC1_ENC_OFFSET,ADR_TMC1_PHIE_OFS,ADR_TMC1_TRQ_FILT}); + this->flashAddrs = TMC4671FlashAddrs({ADR_TMC1_MOTCONF, ADR_TMC1_CPR, ADR_TMC1_ENCA, ADR_TMC1_OFFSETFLUX, ADR_TMC1_TORQUE_P, ADR_TMC1_TORQUE_I, ADR_TMC1_FLUX_P, ADR_TMC1_FLUX_I,ADR_TMC1_ADC_I0_OFS,ADR_TMC1_ADC_I1_OFS,ADR_TMC1_ENC_OFFSET,ADR_TMC1_PHIE_OFS,ADR_TMC1_TRQ_FILT +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + ,ADR_TMC1_COGGING_CAL +#endif + }); }else if (address == 2) { - this->flashAddrs = TMC4671FlashAddrs({ADR_TMC2_MOTCONF, ADR_TMC2_CPR, ADR_TMC2_ENCA, ADR_TMC2_OFFSETFLUX, ADR_TMC2_TORQUE_P, ADR_TMC2_TORQUE_I, ADR_TMC2_FLUX_P, ADR_TMC2_FLUX_I,ADR_TMC2_ADC_I0_OFS,ADR_TMC2_ADC_I1_OFS,ADR_TMC2_ENC_OFFSET,ADR_TMC2_PHIE_OFS,ADR_TMC2_TRQ_FILT}); + this->flashAddrs = TMC4671FlashAddrs({ADR_TMC2_MOTCONF, ADR_TMC2_CPR, ADR_TMC2_ENCA, ADR_TMC2_OFFSETFLUX, ADR_TMC2_TORQUE_P, ADR_TMC2_TORQUE_I, ADR_TMC2_FLUX_P, ADR_TMC2_FLUX_I,ADR_TMC2_ADC_I0_OFS,ADR_TMC2_ADC_I1_OFS,ADR_TMC2_ENC_OFFSET,ADR_TMC2_PHIE_OFS,ADR_TMC2_TRQ_FILT +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + ,ADR_TMC2_COGGING_CAL +#endif + }); }else if (address == 3) { - this->flashAddrs = TMC4671FlashAddrs({ADR_TMC3_MOTCONF, ADR_TMC3_CPR, ADR_TMC3_ENCA, ADR_TMC3_OFFSETFLUX, ADR_TMC3_TORQUE_P, ADR_TMC3_TORQUE_I, ADR_TMC3_FLUX_P, ADR_TMC3_FLUX_I,ADR_TMC3_ADC_I0_OFS,ADR_TMC3_ADC_I1_OFS,ADR_TMC3_ENC_OFFSET,ADR_TMC3_PHIE_OFS,ADR_TMC3_TRQ_FILT}); + this->flashAddrs = TMC4671FlashAddrs({ADR_TMC3_MOTCONF, ADR_TMC3_CPR, ADR_TMC3_ENCA, ADR_TMC3_OFFSETFLUX, ADR_TMC3_TORQUE_P, ADR_TMC3_TORQUE_I, ADR_TMC3_FLUX_P, ADR_TMC3_FLUX_I,ADR_TMC3_ADC_I0_OFS,ADR_TMC3_ADC_I1_OFS,ADR_TMC3_ENC_OFFSET,ADR_TMC3_PHIE_OFS,ADR_TMC3_TRQ_FILT +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + ,ADR_TMC3_COGGING_CAL +#endif + }); } //this->setAxis((char)('W'+address)); } @@ -128,6 +140,10 @@ void TMC4671::saveFlash(){ uint16_t filterval = (torqueFilterConf.params.freq & 0x1fff) | ((uint8_t)(torqueFilterConf.mode) << 13); Flash_Write(flashAddrs.torqueFilter, filterval); +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + // Save cogging state + Flash_Write(flashAddrs.coggingEnable, cogging_enabled ? 1:0); +#endif } /** @@ -139,6 +155,18 @@ void TMC4671::saveAdcParams(){ adcSettingsStored = true; } +#ifdef COGGING_TABLE_FLASH_START_ADDRESS +void TMC4671::saveCoggingTable(){ + Flash_WriteCoggingTable(this->drv_address - 1, this->data_cogging); +} + +void TMC4671::clearCoggingTable(){ + memset(data_cogging, 0, sizeof(data_cogging)); + cogging_enabled = false; + saveCoggingTable(); +} +#endif + /** * Restores saved parameters * Call initialize() to apply some of the settings @@ -191,6 +219,16 @@ void TMC4671::restoreFlash(){ torqueFilterConf.mode = static_cast((filterval >> 13) & 0x7); } +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + uint16_t cogging = 0; // Initialize to avoid random stack data + if(Flash_Read(flashAddrs.coggingEnable, &cogging)) { + cogging_enabled = cogging & 0x01; + } else { + cogging_enabled = false; + } + + Flash_ReadCoggingTable(this->drv_address - 1, this->data_cogging); +#endif } bool TMC4671::hasPower(){ @@ -264,7 +302,7 @@ bool TMC4671::initialize(){ // } // Check if a TMC4671 is active and replies correctly if(!pingDriver()){ - ErrorHandler::addError(communicationError); + ErrorHandler::addError(COMMUNICATION_ERROR); return false; } @@ -307,7 +345,7 @@ bool TMC4671::initialize(){ setAdcOffset(conf.adc_I0_offset, conf.adc_I1_offset); setAdcScale(conf.adc_I0_scale, conf.adc_I1_scale); setTorqueFilter(torqueFilterConf); - setBiquadFlux(TMC4671Biquad(Biquad(BiquadType::lowpass, fluxFilterFreq / getPwmFreq(), 0.7,0.0), true)); // Create flux filter + setBiquadFlux(TMC4671Biquad(Biquad(BiquadType::lowpass, FLUX_FILTER_FREQ / getPwmFreq(), 0.7,0.0), true)); // Create flux filter // Initial adc calibration and check without PWM if power off to get basic offsets. PWM is off! if(!hasPower()){ @@ -471,76 +509,22 @@ void TMC4671::Run(){ break; case TMC_ControlState::waitPower: - { - allowStateChange = false; - pulseClipLed(); // blink led - static uint8_t powerCheckCounter = 0; - // if powered check ADCs and go to encoder calibration - if(!hasPower() || emergency){ - powerCheckCounter = 0; - Delay(250); - break; - } - if(++powerCheckCounter > 5 && !powerInitialized){ - initializeWithPower(); - } - if(powerInitialized){ - allowStateChange = true; - } - Delay(100); + handleStateWaitPower(); break; - } case TMC_ControlState::FullCalibration: - { - fullCalibrationInProgress = true; - /* - * Wait for power (OK) - * Calibrate ADC offsets (OK) - * Measure motor response - * depending on encoder do encoder parameter estimation - * align and store phiE for single phase AENC or indexed ABN enc - * - * If at any point external movement is detected abort - */ - // Wait for Power - while(!hasPower()){ - Delay(100); - } - curFilters.flux.params.enable = false; - setBiquadFlux(curFilters.flux); - // Calibrate ADC - enablePin.set(); - setPwm(TMC_PwmMode::PWM_FOC); // enable foc to calibrate adc - Delay(50); - if(calibrateAdcOffset(500)){ - saveAdcParams(); - }else{ - calibFailCb(); - break; - } - - // Encoder - calibrateEncoder(); - setEncoderType(conf.motconf.enctype); - recalibrationRequired = false; - curFilters.flux.params.enable = true; - setBiquadFlux(curFilters.flux); + handleStateFullCalibration(); break; - } + case TMC_ControlState::Pidautotune: - { - allowStateChange = false; - // Wait for Power - while(!hasPower()){ - Delay(100); - } - pidAutoTune(); - allowStateChange = true; - changeState(laststate,false); - break; - } + handleStatePidAutoTune(); + break; +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + case TMC_ControlState::CoggingCalibration: + handleStateCoggingCalibration(); + break; +#endif case TMC_ControlState::IndexSearch: autohome(); changeState(laststate); @@ -548,35 +532,8 @@ void TMC4671::Run(){ break; case TMC_ControlState::Running: - { - // Check status, Temps, Everything alright? - uint32_t tick = HAL_GetTick(); - if(tick - lastStatTime > 2000){ // Every 2s - lastStatTime = tick; - statusCheck(); - // Get enable input. If tmc does not reply the result will read 0 or 0xffffffff (not possible normally) - uint32_t pins = readReg(0x76); - bool tmc_en = ((pins >> 15) & 0x01) && pins != 0xffffffff; - if(!tmc_en && motorEnabledRequested){ // Hardware emergency. - this->estopTriggered = true; - this->emergencyStop(false); - ErrorHandler::addError(estopError); - //changeState(TMC_ControlState::HardError); - } - - // Temperature sense - if(conf.hwconf.thermistorSettings.temperatureEnabled){ - float temp = getTemp(); - if(temp > conf.hwconf.thermistorSettings.temp_limit){ - changeState(TMC_ControlState::OverTemp); - pulseErrLed(); - } - } - - } - Delay(200); - } - break; + handleStateRunning(); + break; case TMC_ControlState::Shutdown: Delay(100); @@ -585,7 +542,7 @@ void TMC4671::Run(){ bool tmc_en = ((pins >> 15) & 0x01) && pins != 0xffffffff; if(tmc_en){ // Emergency stop reset - ErrorHandler::clearError(estopError); + ErrorHandler::clearError(ESTOP_ERROR); this->estopTriggered = false; // TODO resume correctly changeState(TMC_ControlState::uninitialized,true); } @@ -625,8 +582,8 @@ void TMC4671::Run(){ } if(fullCalibrationInProgress){ - fullCalibrationInProgress = false; Flash_Write(flashAddrs.encA,encodeEncHallMisc()); // Save encoder settings + changeState(TMC_ControlState::SlewRateCalibration); } @@ -635,6 +592,31 @@ void TMC4671::Run(){ default: break; + + case TMC_ControlState::SlewRateCalibration: + { + if(!hasPower()){ + this->postPowerState = TMC_ControlState::SlewRateCalibration; + changeState(TMC_ControlState::waitPower); + break; + } + allowStateChange = false; + measureMaxSlewRate(); + allowStateChange = true; + if(fullCalibrationInProgress){ + fullCalibrationInProgress = false; + if(motorEnabledRequested && isSetUp()){ + startMotor(); + changeState(TMC_ControlState::Running); + }else{ + stopMotor(); + laststate = TMC_ControlState::Running; // Go to running when starting again + } + }else{ + changeState(laststate,false); + } + break; + } } @@ -643,7 +625,7 @@ void TMC4671::Run(){ if(!hasPower() && state != TMC_ControlState::waitPower && initialized && powerInitialized){ // low voltage or overvoltage requestedState = state; - ErrorHandler::addError(lowVoltageError); + ErrorHandler::addError(LOW_VOLTAGE_ERROR); setMotionMode(MotionMode::stop,true); // Disable tmc changeState(TMC_ControlState::waitPower,true); allowStateChange = false; @@ -660,7 +642,6 @@ void TMC4671::Run(){ } } // End while } - void TMC4671::calibrateEncoder(){ if(conf.motconf.enctype == EncoderType_TMC::abn) { estimateABNparams(); @@ -678,105 +659,6 @@ void TMC4671::calibrateEncoder(){ } -/** - * Iterative tuning function for tuning the torque mode PI values - */ -bool TMC4671::pidAutoTune(){ - /** - * Enter phieExt & torque mode - * Zero I, default P - * Ramp up flux P until 50% of target, then lower increments until targetflux_p is reached - * Increase I until oscillation is found. Back off a bit - */ - curFilters.flux.params.enable = false; - setBiquadFlux(curFilters.flux); - PhiE lastphie = getPhiEtype(); - MotionMode lastmode = getMotionMode(); - setPhiE_ext(getPhiE()); - setPhiEtype(PhiE::ext); // Fixed phase - setMotionMode(MotionMode::torque, true); - setFluxTorque(0, 0); - TMC4671PIDConf newpids = curPids; - int16_t targetflux = std::min(this->curLimits.pid_torque_flux,bangInitPower); // Respect limits - int16_t targetflux_p = targetflux * 0.75; - - uint16_t fluxI = 0,fluxP = 100; // Startvalues - writeReg(0x54, fluxI | (fluxP << 16)); - int32_t flux = 0; - setFluxTorque(targetflux, 0); // Start flux step - while(fluxP < 20000){ - writeReg(0x54, fluxI | (fluxP << 16)); // Update P - Delay(50); // Wait a bit. not critical - flux = getActualFlux(); - if(flux > targetflux_p){ - break; - }else if(flux > targetflux * 0.5){ - // Reduce steps when we are close - fluxP+=10; - }else{ - fluxP+=100; - } - } - setFluxTorque(0, 0); - Delay(100); // Let the current settle down - - // Tune I. This is more difficult because we need to take overshoot into account - uint32_t measuretime = 50; // ms to wait per measurement - uint16_t step_i = 64; - fluxI = 100; - flux = 0; - while(fluxI < 20000){ - writeReg(0x54, fluxI | (fluxP << 16)); - uint32_t tick = HAL_GetTick();//micros(); - int32_t peakflux = 0; - setFluxTorque(targetflux, 0); - - while(HAL_GetTick() - tick < measuretime){ // Measure current for this pulse - flux = getActualFlux(); - peakflux = std::max(peakflux, flux); - } - setFluxTorque(0, 0); - uint8_t timeout = 100; // Let the current settle down - while(timeout-- && flux > 10){ - Delay(1); - flux = getActualFlux(); - } - - if(peakflux > (targetflux + ( targetflux * TMC4671_ITUNE_CUTOFF))) // Overshoot target by 4% default - { - fluxI -= step_i; // Revert last step - break; - } - if(peakflux < targetflux*0.95){ // Do larger steps if we don't even reach near the target within the time. - step_i = 100; - }else{ - step_i = 10; - } - fluxI += step_i; - - } - curFilters.flux.params.enable = true; - setBiquadFlux(curFilters.flux); - - if(fluxP && fluxP < 20000 && fluxI && fluxI < 20000){ - newpids.fluxP = fluxP; - newpids.torqueP = fluxP; - newpids.fluxI = fluxI; - newpids.torqueI = fluxI; - }else{ - CommandHandler::broadcastCommandReply(CommandReply("PID Autotune failed",0), (uint32_t)TMC4671_commands::pidautotune, CMDtype::get); - setPhiEtype(lastphie); - setMotionMode(lastmode,true); - return false; - } - - setPids(newpids); // Apply new values - CommandHandler::broadcastCommandReply(CommandReply("PID Autotune success",1), (uint32_t)TMC4671_commands::pidautotune, CMDtype::get); - setPhiEtype(lastphie); - setMotionMode(lastmode,true); - return true; -} - bool TMC4671::autohome(){ // Moves motor to index if(findEncoderIndex(abnconf.posOffsetFromIndex < 0 ? 10 : -10,bangInitPower/2,false,false)){ @@ -871,7 +753,7 @@ bool TMC4671::findEncoderIndex(int32_t speed, uint16_t power,bool offsetPhiM,boo runOpenLoop(0, 0, 0, 10, true); if(!encoderIndexHitFlag){ pulseErrLed(); - ErrorHandler::addError(indexNotHitError); + ErrorHandler::addError(INDEX_NOT_HIT_ERROR); } // If zero count on index write a phiM offset so that phiM is 0 on index and we don't need to change the raw encoder count (possible timing danger) @@ -1486,7 +1368,7 @@ void TMC4671::encoderInit(){ // Check encoder if(!checkEncoder()){ - if(++enc_retry > enc_retry_max){ + if(++enc_retry > ENC_RETRY_MAX){ encoderAligned = false; Error err = Error(ErrorCode::encoderAlignmentFailed,ErrorType::critical,"Encoder alignment failed"); ErrorHandler::addError(err); @@ -1731,7 +1613,7 @@ void TMC4671::emergencyStop(bool reset){ int16_t TMC4671::controlFluxDissipate(){ int32_t vDiff = getIntV() - getExtV(); - if(vDiff > fluxDissipationLimit){ + if(vDiff > FLUX_DISSIPATION_LIMIT){ // Reaches limit at +5v if scaler is 1 return(clip(vDiff * conf.hwconf.fluxDissipationScaler * curLimits.pid_torque_flux * 0.0002,0,curLimits.pid_torque_flux)); } @@ -2811,6 +2693,11 @@ void TMC4671::registerCommands(){ registerCommand("pidautotune", TMC4671_commands::pidautotune, "Start PID autoruning",CMDFLAG_GET); registerCommand("fluxbrake", TMC4671_commands::fluxbrake, "Prefer energy dissipation in motor",CMDFLAG_GET | CMDFLAG_SET); registerCommand("pwmfreq", TMC4671_commands::pwmfreq, "Get/set pwm frequency",CMDFLAG_GET | CMDFLAG_SET | CMDFLAG_DEBUG); +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + registerCommand("cogging", TMC4671_commands::cogging, "Get/Set the cogging compensation",CMDFLAG_GET | CMDFLAG_SET); + registerCommand("calibrateCogging", TMC4671_commands::calibrateCogging, "Start cogging calibration (get)",CMDFLAG_GET); + registerCommand("coggingTable", TMC4671_commands::coggingTable, "Get the cogging table, or clear table (set 0)",CMDFLAG_GET | CMDFLAG_SET); +#endif } @@ -3123,9 +3010,55 @@ CommandStatus TMC4671::command(const ParsedCommand& cmd,std::vector= 500) { // send data by string cut at 500 items + s.append(")"); + CommandHandler::broadcastCommandReply(CommandReply(s,0), (uint32_t)TMC4671_commands::coggingTable, CMDtype::get); + s.clear(); + s = "item:" + std::to_string(i+1) + ",data:("; + } else { + if (i < CALIB_MAP_SIZE - 1) { + s.append(","); + } + } + } - default: - return CommandStatus::NOT_FOUND; + s.append(")"); + CommandHandler::broadcastCommandReply(CommandReply(s,0), (uint32_t)TMC4671_commands::coggingTable, CMDtype::get); + return CommandStatus::NO_REPLY; + } else if(cmd.type == CMDtype::set && cmd.val == 0) { + clearCoggingTable(); + } else { + status = CommandStatus::ERR; + } + break; +#endif + + default: + return CommandStatus::NOT_FOUND; } return status; @@ -3187,4 +3120,410 @@ void TMC4671::errorCallback(const Error &error, bool cleared){ this->changeState(TMC_ControlState::HardError, true); } } + +uint16_t TMC4671::getDrvSlewRate(){ + return this->maxSlewRate; +} + +bool TMC4671::startSlewRateCalibration(){ + // Request the TMC internal state machine to run the slew rate calibration. + // changeState will schedule the calibration state in the driver's thread. + this->changeState(TMC_ControlState::SlewRateCalibration); + return true; +} + +bool TMC4671::isSlewRateCalibrationInProgress(){ + return (this->state == TMC_ControlState::SlewRateCalibration); +} + +void TMC4671::measureMaxSlewRate(){ + MotionMode lastmode = getMotionMode(); + PhiE lastphie = getPhiEtype(); + + // Setup + setPhiE_ext(getPhiE()); + setPhiEtype(PhiE::ext); // Fixed phase + setMotionMode(MotionMode::torque, true); + setFluxTorque(0, 0); + + int32_t start_flux = getActualFlux(); + uint32_t start_time = micros(); + setFluxTorque(maxPowerAxis,0); // Apply max flux + + uint32_t elapsed_time = 0; + int32_t max_slew_rate = 0; + + while(elapsed_time < 3000){ // measure for 3ms + int32_t current_flux = getActualFlux(); + uint32_t current_time = micros(); + elapsed_time = current_time - start_time; + + if(elapsed_time > 0){ + int32_t slew_rate = (current_flux - start_flux) * 1000 / elapsed_time; // Pn/ms (Power normalized/ms) + if(slew_rate > max_slew_rate){ + max_slew_rate = slew_rate; + } + } + } + setFluxTorque(0,0); + this->maxSlewRate = clip(max_slew_rate, 0, MAX_SLEW_RATE); + + // Restore + setPhiEtype(lastphie); + setMotionMode(lastmode,true); +} + +void TMC4671::handleStateWaitPower() { + allowStateChange = false; + pulseClipLed(); // blink led + + if (!hasPower() || emergency) { + this->powerCheckCounter = 0; + Delay(250); + return; + } + + if (++this->powerCheckCounter > 5) { + if (!powerInitialized) { + initializeWithPower(); + } + allowStateChange = true; + + // If a calibration was pending power, go there now + if (this->postPowerState != TMC_ControlState::NONE) { + changeState(this->postPowerState); + this->postPowerState = TMC_ControlState::NONE; + } else if (encoderAligned) { + // Normal flow if encoder is already aligned + changeState(requestedState); + } + } + Delay(100); +} + +void TMC4671::handleStateRunning() { +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + // Update anti-cogging compensation + if (cogging_enabled) { + uint16_t pos_mechanical = (uint16_t)getPos(); // Mechanical position 0-65535 + const uint16_t current_index = (uint32_t)pos_mechanical * CALIB_MAP_SIZE / 65536; + + if (current_index < CALIB_MAP_SIZE) { + // Apply compensation torque equal to the measured cogging torque + const int16_t compensation_torque = -data_cogging[current_index]; + // Write to PID_TORQUE_OFFSET (register 0x65) + updateReg(0x65, compensation_torque, 0xffff, 16); + } else { + // If the index is out of bounds, ensure the offset is zero + updateReg(0x65, 0, 0xffff, 16); + } + } +#endif + + // Check status, Temps, Everything alright? + uint32_t tick = HAL_GetTick(); + if (tick - lastStatTime > 2000) { // Every 2s + lastStatTime = tick; + statusCheck(); + // Get enable input. If tmc does not reply the result will read 0 or 0xffffffff (not possible normally) + uint32_t pins = readReg(0x76); + bool tmc_en = ((pins >> 15) & 0x01) && pins != 0xffffffff; + if (!tmc_en && motorEnabledRequested) { // Hardware emergency. + this->estopTriggered = true; + this->emergencyStop(false); + ErrorHandler::addError(ESTOP_ERROR); + } + + // Temperature sense + if (conf.hwconf.thermistorSettings.temperatureEnabled) { + float temp = getTemp(); + if (temp > conf.hwconf.thermistorSettings.temp_limit) { + changeState(TMC_ControlState::OverTemp); + pulseErrLed(); + } + } + } +#ifdef COGGING_TABLE_FLASH_START_ADDRESS + Delay(1); // Update anticogging at ~1khz +#else + Delay(200); +#endif +} + +void TMC4671::handleStateFullCalibration() { + if (!hasPower()) { + this->postPowerState = TMC_ControlState::FullCalibration; + changeState(TMC_ControlState::waitPower); + return; + } + + fullCalibrationInProgress = true; + curFilters.flux.params.enable = false; + setBiquadFlux(curFilters.flux); + + // Calibrate ADC + enablePin.set(); + setPwm(TMC_PwmMode::PWM_FOC); // enable foc to calibrate adc + Delay(50); + if (calibrateAdcOffset(500)) { + saveAdcParams(); + } else { + calibFailCb(); + return; + } + + // Encoder + calibrateEncoder(); + setEncoderType(conf.motconf.enctype); + recalibrationRequired = false; + curFilters.flux.params.enable = true; + setBiquadFlux(curFilters.flux); +} + +#ifdef COGGING_TABLE_FLASH_START_ADDRESS +/** + * Calculates a detent torque compensation map (anti-cogging) for the motor. + * The process is as follows: + * 1. Rotates the motor forward at a slow speed and measures the commanded torque for each mechanical position. + * 2. Rotates the motor backward at a slow speed and measures the commanded torque for each mechanical position. + * 3. Averages the two measurements to isolate the detent torque from the friction torque. + * 4. Centers the compensation map around zero. + */ +void TMC4671::handleStateCoggingCalibration() { + // 1. Error and power loss management + if (!hasPower() || emergency) { + if (coggingData) coggingData.reset(); // Immediate memory release + coggingCalibState = CoggingState::Init; + this->postPowerState = TMC_ControlState::CoggingCalibration; + changeState(TMC_ControlState::waitPower); + return; + } + + uint32_t revolution_time_ms = (60000 / CALIB_SPEED) * 1.5; + + // 2. Calibration State Machine + switch(coggingCalibState) { + case CoggingState::Init: + allowStateChange = false; // Lock external changes + coggingData = std::make_unique(); // Heap allocation (34KB) to avoid stack overflow + if(!coggingData) { + // Allocation error (RAM full) -> Abort + allowStateChange = true; + changeState(laststate); + break; + } + prevCalibMode = getMotionMode(); + setMotionMode(MotionMode::velocity, true); + + // *** 1- Forward capture *** + setTargetVelocity(CALIB_SPEED); + calibStartTime = HAL_GetTick(); + coggingCalibState = CoggingState::ForwardWait; + break; + + case CoggingState::ForwardWait: + if(HAL_GetTick() - calibStartTime > 500) { // Wait for speed to stabilize + calibStartTime = HAL_GetTick(); + coggingCalibState = CoggingState::ForwardMeasure; + } + break; + + case CoggingState::ForwardMeasure: + { + uint16_t pos_mechanical = (uint16_t)getPos(); + uint16_t current_index = (uint32_t)pos_mechanical * CALIB_MAP_SIZE / 65536; + if(current_index < CALIB_MAP_SIZE){ + coggingData->temp_fw[current_index] += getVelocityControllerTorque(); + coggingData->counts_fw[current_index]++; + } + + if(HAL_GetTick() - calibStartTime >= revolution_time_ms) { + // *** 2- Backward capture *** + setTargetVelocity(-CALIB_SPEED); + calibStartTime = HAL_GetTick(); + coggingCalibState = CoggingState::BackwardWait; + } + } + break; + + case CoggingState::BackwardWait: + if(HAL_GetTick() - calibStartTime > 500) { // Wait for stabilization + calibStartTime = HAL_GetTick(); + coggingCalibState = CoggingState::BackwardMeasure; + } + break; + + case CoggingState::BackwardMeasure: + { + uint16_t pos_mechanical = (uint16_t)getPos(); + uint16_t current_index = (uint32_t)pos_mechanical * CALIB_MAP_SIZE / 65536; + if(current_index < CALIB_MAP_SIZE){ + coggingData->temp_bw[current_index] += getVelocityControllerTorque(); + coggingData->counts_bw[current_index]++; + } + + if(HAL_GetTick() - calibStartTime >= revolution_time_ms) { + setTargetVelocity(0); + coggingCalibState = CoggingState::Compute; + } + } + break; + + case CoggingState::Compute: + { + // *** 3- Averaging and isolating detent torque *** + // T_fw = T_friction + T_cogging + // T_bw = -T_friction + T_cogging + // T_cogging = (T_fw + T_bw) / 2 + long sum_torque = 0; + for (uint16_t i=0; i < CALIB_MAP_SIZE ; i++) { + int32_t avg_fw = (coggingData->counts_fw[i] > 0) ? coggingData->temp_fw[i] / coggingData->counts_fw[i] : 0; + int32_t avg_bw = (coggingData->counts_bw[i] > 0) ? coggingData->temp_bw[i] / coggingData->counts_bw[i] : 0; + + // If one of the measurements is missing, use the other + if(coggingData->counts_fw[i] == 0 && coggingData->counts_bw[i] > 0) avg_fw = -avg_bw; + if(coggingData->counts_bw[i] == 0 && coggingData->counts_fw[i] > 0) avg_bw = -avg_fw; + + data_cogging[i] = (avg_fw + avg_bw) / 2; + sum_torque += data_cogging[i]; + } + + // *** 4- Centering the compensation table around zero *** + const long torque_offset = sum_torque / CALIB_MAP_SIZE; + for (uint16_t i=0; i < CALIB_MAP_SIZE ; i++) { + data_cogging[i] -= torque_offset; + } + + saveCoggingTable(); + + // Cleanup and completion + coggingData.reset(); // Free 34KB of RAM + setMotionMode(prevCalibMode, true); + coggingCalibState = CoggingState::Init; + allowStateChange = true; + changeState(laststate, false); + CommandHandler::broadcastCommandReply(CommandReply("Cogging map read success",1), (uint32_t)TMC4671_commands::cogging, CMDtype::get); + } + break; + } +} +#endif + +/** + * Iterative tuning function for tuning the torque mode PI values (Asynchronous version) + */ +void TMC4671::handleStatePidAutoTune() { + if (!hasPower() || emergency) { + pidTuneState = PidTuneState::Init; + this->postPowerState = TMC_ControlState::Pidautotune; + changeState(TMC_ControlState::waitPower); + return; + } + + // Respect limits + int16_t targetflux = std::min(this->curLimits.pid_torque_flux, bangInitPower); + int16_t targetflux_p = targetflux * 0.75; + + switch(pidTuneState) { + case PidTuneState::Init: + /** + * Enter phieExt & torque mode + * Zero I, default P + */ + allowStateChange = false; + curFilters.flux.params.enable = false; + setBiquadFlux(curFilters.flux); + lastPidTunePhiE = getPhiEtype(); + lastPidTuneMode = getMotionMode(); + setPhiE_ext(getPhiE()); + setPhiEtype(PhiE::ext); // Fixed phase + setMotionMode(MotionMode::torque, true); + setFluxTorque(0, 0); + pidTuneNewPids = curPids; + tuneFluxI = 0; + tuneFluxP = 100; + writeReg(0x54, tuneFluxI | (tuneFluxP << 16)); + setFluxTorque(targetflux, 0); // Start flux step + pidTuneStartTime = HAL_GetTick(); + pidTuneState = PidTuneState::RampFluxP; + break; + + case PidTuneState::RampFluxP: + /** + * Ramp up flux P until 50% of target, then lower increments until targetflux_p is reached + */ + if (HAL_GetTick() - pidTuneStartTime > 50) { + int32_t flux = getActualFlux(); + if (flux > targetflux_p || tuneFluxP >= 20000) { + setFluxTorque(0, 0); + tuneFluxI = 100; + pidTuneStartTime = HAL_GetTick(); // Let current settle + pidTuneState = PidTuneState::TuneFluxI_Pulse; + } else { + tuneFluxP += (flux > targetflux * 0.5) ? 10 : 100; + writeReg(0x54, tuneFluxI | (tuneFluxP << 16)); + pidTuneStartTime = HAL_GetTick(); + } + } + break; + + case PidTuneState::TuneFluxI_Pulse: + /** + * Tune I. This is more difficult because we need to take overshoot into account + */ + if (HAL_GetTick() - pidTuneStartTime > 100) { // Let current settle + tuneMeasurePeak = 0; + writeReg(0x54, tuneFluxI | (tuneFluxP << 16)); + setFluxTorque(targetflux, 0); // Measure current for this pulse + pidTuneStartTime = HAL_GetTick(); + pidTuneState = PidTuneState::TuneFluxI_Measure; + } + break; + + case PidTuneState::TuneFluxI_Measure: + { + int32_t flux = getActualFlux(); + tuneMeasurePeak = std::max(tuneMeasurePeak, flux); + + if (HAL_GetTick() - pidTuneStartTime > 50) { + setFluxTorque(0, 0); + + // Overshoot target by 4% default (TMC4671_ITUNE_CUTOFF) + if (tuneMeasurePeak > (targetflux + (targetflux * TMC4671_ITUNE_CUTOFF)) || tuneFluxI >= 20000) { + if (tuneMeasurePeak > targetflux) tuneFluxI -= (tuneFluxI > 10) ? 10 : 0; // Back off + pidTuneState = PidTuneState::Done; + } else { + // Do larger steps if we don't even reach near the target within the time. + tuneFluxI += (tuneMeasurePeak < targetflux * 0.95) ? 100 : 10; + pidTuneStartTime = HAL_GetTick(); + pidTuneState = PidTuneState::TuneFluxI_Pulse; + } + } + } + break; + + case PidTuneState::Done: + curFilters.flux.params.enable = true; + setBiquadFlux(curFilters.flux); + + if (tuneFluxP < 20000 && tuneFluxI < 20000) { + pidTuneNewPids.fluxP = tuneFluxP; + pidTuneNewPids.torqueP = tuneFluxP; + pidTuneNewPids.fluxI = tuneFluxI; + pidTuneNewPids.torqueI = tuneFluxI; + setPids(pidTuneNewPids); + CommandHandler::broadcastCommandReply(CommandReply("PID Autotune success", 1), (uint32_t)TMC4671_commands::pidautotune, CMDtype::get); + } else { + CommandHandler::broadcastCommandReply(CommandReply("PID Autotune failed", 0), (uint32_t)TMC4671_commands::pidautotune, CMDtype::get); + } + + setPhiEtype(lastPidTunePhiE); + setMotionMode(lastPidTuneMode, true); + allowStateChange = true; + pidTuneState = PidTuneState::Init; + changeState(laststate, false); + break; + } +} + #endif diff --git a/Firmware/FFBoard/UserExtensions/Src/eeprom_addresses.c b/Firmware/FFBoard/UserExtensions/Src/eeprom_addresses.c index 2a0e83a21..dca2f81f1 100644 --- a/Firmware/FFBoard/UserExtensions/Src/eeprom_addresses.c +++ b/Firmware/FFBoard/UserExtensions/Src/eeprom_addresses.c @@ -102,6 +102,7 @@ const uint16_t VirtAddVarTab[NB_OF_VAR] = ADR_TMC1_FLUX_I, ADR_TMC1_PHIE_OFS, ADR_TMC1_TRQ_FILT, + ADR_TMC1_COGGING_CAL, // AXIS2 ADR_AXIS2_CONFIG, // 0-2 ENC, 3-5 DRV ADR_AXIS2_POWER, @@ -129,6 +130,7 @@ const uint16_t VirtAddVarTab[NB_OF_VAR] = ADR_TMC2_FLUX_I, ADR_TMC2_PHIE_OFS, ADR_TMC2_TRQ_FILT, + ADR_TMC2_COGGING_CAL, // AXIS3 ADR_AXIS3_CONFIG, // 0-2 ENC, 3-5 DRV ADR_AXIS3_POWER, @@ -156,6 +158,7 @@ const uint16_t VirtAddVarTab[NB_OF_VAR] = ADR_TMC3_FLUX_I, ADR_TMC3_PHIE_OFS, ADR_TMC3_TRQ_FILT, + ADR_TMC3_COGGING_CAL, // RMD CAN Motor ADR_RMD1_DATA1, //0-4 CAN ID ADR_RMD1_TORQUE, //Maximum current @@ -306,6 +309,7 @@ const uint16_t exportableFlashAddresses[NB_EXPORTABLE_ADR] = ADR_TMC1_FLUX_I, // ADR_TMC1_PHIE_OFS, ADR_TMC1_TRQ_FILT, + ADR_TMC1_COGGING_CAL, // AXIS2 ADR_AXIS2_CONFIG, // 0-2 ENC, 3-5 DRV ADR_AXIS2_POWER, @@ -333,6 +337,7 @@ const uint16_t exportableFlashAddresses[NB_EXPORTABLE_ADR] = ADR_TMC2_FLUX_I, // ADR_TMC2_PHIE_OFS, ADR_TMC2_TRQ_FILT, + ADR_TMC2_COGGING_CAL, // AXIS3 ADR_AXIS3_CONFIG, // 0-2 ENC, 3-5 DRV ADR_AXIS3_POWER, @@ -360,6 +365,7 @@ const uint16_t exportableFlashAddresses[NB_EXPORTABLE_ADR] = ADR_TMC3_FLUX_I, // ADR_TMC3_PHIE_OFS, ADR_TMC3_TRQ_FILT, + ADR_TMC3_COGGING_CAL, // RMD CAN Motor ADR_RMD1_DATA1, //0-4 CAN ID ADR_RMD1_TORQUE, //Maximum current diff --git a/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs b/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs index 7272f8f0e..50866d954 100644 --- a/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs +++ b/Firmware/Targets/F407VG/.settings/stm32cubeide.project.prefs @@ -1,4 +1,4 @@ -2F62501ED4689FB349E356AB974DBE57=2E846C232C86F8091E1D1C41786923FD -8DF89ED150041C4CBC7CB9A9CAA90856=2E846C232C86F8091E1D1C41786923FD +2F62501ED4689FB349E356AB974DBE57=0F7D026DB66270783A3B36F955010E06 +8DF89ED150041C4CBC7CB9A9CAA90856=0F7D026DB66270783A3B36F955010E06 DC22A860405A8BF2F2C095E5B6529F12=22CA254BACDE848B9B8194C2EFC7A52E eclipse.preferences.version=1 diff --git a/Firmware/Targets/F407VG/Core/Inc/target_constants.h b/Firmware/Targets/F407VG/Core/Inc/target_constants.h index 0cc62e9f8..390188186 100644 --- a/Firmware/Targets/F407VG/Core/Inc/target_constants.h +++ b/Firmware/Targets/F407VG/Core/Inc/target_constants.h @@ -133,6 +133,11 @@ extern CAN_HandleTypeDef hcan1; #define EEPROM_START_ADDRESS ((uint32_t)0x08004000) /* EEPROM emulation start address: from sector1*/ #define PAGE_SIZE (uint32_t)0x4000 /* Page size = 16KByte */ +// Cogging tables in flash +#define CALIB_MAP_SIZE 2880 // Size of the compensation table. Must be large enough for good resolution. +#define COGGING_TABLE_FLASH_START_ADDRESS ((uint32_t)0x080F8000) +#define COGGING_TABLE_SIZE (CALIB_MAP_SIZE * sizeof(int16_t)) // 5760 bytes +#define MAX_COGGING_TABLES 3 // System // BKPSRAM positions diff --git a/Firmware/Targets/F407VG/STM32F407VGTX_FLASH.ld b/Firmware/Targets/F407VG/STM32F407VGTX_FLASH.ld index 96b7d0b28..75ac08892 100644 --- a/Firmware/Targets/F407VG/STM32F407VGTX_FLASH.ld +++ b/Firmware/Targets/F407VG/STM32F407VGTX_FLASH.ld @@ -45,8 +45,12 @@ MEMORY EMULATED_EEPROM (rwx) : ORIGIN = ORIGIN(FLASH_BOOT) + LENGTH(FLASH_BOOT), LENGTH = 32k + FLASH (rx) : ORIGIN = ORIGIN(EMULATED_EEPROM) + LENGTH(EMULATED_EEPROM), - LENGTH = 1024k - LENGTH(FLASH_BOOT) - LENGTH(EMULATED_EEPROM) + LENGTH = 1024k - LENGTH(FLASH_BOOT) - LENGTH(EMULATED_EEPROM) - 32k + + COGGING_TABLES (rwx) : ORIGIN = 0x080F8000, /* Last 32k of Flash */ + LENGTH = 32k } /* Sections */ diff --git a/Firmware/scripts/memory_map.csv b/Firmware/scripts/memory_map.csv index 822ba9c93..e69c0fd8f 100644 --- a/Firmware/scripts/memory_map.csv +++ b/Firmware/scripts/memory_map.csv @@ -84,6 +84,7 @@ Section comment,Name,Value,Comment on key,VirtAddVarTab,exportableFlashAddresses ,ADR_TMC1_FLUX_I,0x32A,,1,1 ,ADR_TMC1_PHIE_OFS,0x32B,,1, ,ADR_TMC1_TRQ_FILT,0x32C,,1,1 +,ADR_TMC1_COGGING_CAL,0x32D,,1,1 // AXIS2,,,,, ,ADR_AXIS2_CONFIG,0x341,"// 0-2 ENC, 3-5 DRV",1,1 ,ADR_AXIS2_POWER,0x342,,1,1 @@ -117,6 +118,7 @@ Section comment,Name,Value,Comment on key,VirtAddVarTab,exportableFlashAddresses ,ADR_TMC2_FLUX_I,0x36A,,1,1 ,ADR_TMC2_PHIE_OFS,0x36B,,1, ,ADR_TMC2_TRQ_FILT,0x36C,,1,1 +,ADR_TMC2_COGGING_CAL,0x36D,,1,1 // AXIS3,,,,, ,ADR_AXIS3_CONFIG,0x381,"// 0-2 ENC, 3-5 DRV",1,1 ,ADR_AXIS3_POWER,0x382,,1,1 @@ -146,6 +148,7 @@ Section comment,Name,Value,Comment on key,VirtAddVarTab,exportableFlashAddresses ,ADR_TMC3_FLUX_I,0x3AA,,1,1 ,ADR_TMC3_PHIE_OFS,0x3AB,,1, ,ADR_TMC3_TRQ_FILT,0x3AC,,1,1 +,ADR_TMC3_COGGING_CAL,0x3AD,,1,1 // RMD CAN Motor,,,,, ,ADR_RMD1_DATA1,0x3C0,//0-4 CAN ID,1,1 ,ADR_RMD1_TORQUE,0x3C1,//Maximum current,1,1 diff --git a/doc/TMC4671.md b/doc/TMC4671.md new file mode 100644 index 000000000..2d320cf65 --- /dev/null +++ b/doc/TMC4671.md @@ -0,0 +1,110 @@ +# TMC4671 Class State Machine Documentation + +This document describes the operation of the asynchronous state machine for the `TMC4671` class, responsible for controlling the Trinamic TMC4671 motor driver. + +## 1. Possible States + +The `TMC_ControlState` enum defines the primary states of the machine: + +```cpp +enum class TMC_ControlState : uint32_t { + uninitialized, // Initial startup and hardware detection + waitPower, // Waiting for VM (Motor Voltage) to be stable + Shutdown, // Motor stopped, PWM off + Running, // Main operational state (Torque/Velocity/Position) + EncoderInit, // Internal encoder alignment sequence + EncoderFinished, // Encoder ready, waiting for start + HardError, // Fatal error, requires reset + OverTemp, // Thermal protection triggered + IndexSearch, // Searching for encoder index pulse + FullCalibration, // Complete commissioning routine + ExternalEncoderInit, // External encoder setup + Pidautotune, // torque PID auto-tuning + CoggingCalibration, // Anti-cogging map generation + SlewRateCalibration, // Maximum current ramp measurement + NONE // Placeholder for recovery logic +}; +``` + +## 2. State Control Variables + +- `TMC_ControlState state`: The current active state. +- `TMC_ControlState laststate`: Saves the previous state to allow returning after temporary routines (e.g., calibrations). +- `TMC_ControlState requestedState`: The next intended state, applied in the next loop tick. +- `TMC_ControlState postPowerState`: Stores a calibration state to be resumed automatically after a power loss/recovery cycle. +- `bool allowStateChange`: A lock that prevents external state transitions during critical internal procedures. + +## 3. Asynchronous Transition Mechanism + +The `changeState(TMC_ControlState newState, bool force = false)` method manages transitions: +- **`force = true`**: Immediate state change (`state = newState`). Used for critical failures or internal state machine logic. +- **`force = false`**: Requests a transition by setting `requestedState`. The change is applied at the beginning of the next `Run()` iteration if `allowStateChange` is `true`. + +## 4. Detailed Description of States and Transitions + +The logic is executed within the `Run()` thread loop. To maintain responsiveness and prevent stack overflows, the state machine is strictly non-blocking. + +--- + +### **State: `uninitialized`** +- **Role**: Hardware discovery. +- **Actions**: Pings the driver and calls `initialize()` to set PWM frequency, motor type, and basic registers. +- **Transition**: ➡️ `waitPower` on success. + +--- + +### **State: `waitPower`** +- **Role**: Monitors supply voltage (VM). +- **Actions**: + 1. Checks `hasPower()`. + 2. Once stable (5 consecutive successful checks), calls `initializeWithPower()` for ADC calibration. +- **Post-Power Recovery**: If `postPowerState` is not `NONE`, the machine automatically transitions to that state (e.g., resuming a Cogging calibration that was interrupted by a power cut). + +--- + +### **State: `Running`** +- **Role**: Main control loop. +- **Actions**: Applies real-time torque, velocity, or position. Monitors temperature and driver status flags. +- **Anti-Cogging**: Applies real-time torque compensation from the Flash-stored map at ~1kHz. + +--- + +### **Calibration Sub-State Machines** + +To avoid blocking the 1KB TMC thread, long calibrations use internal sub-states: + +#### **Cogging Calibration (`CoggingState`)** +- **Mechanism**: Iterates through `ForwardWait`, `ForwardMeasure`, `BackwardWait`, `BackwardMeasure`, and `Compute`. +- **Memory Management**: Large calibration arrays (~34KB) are allocated on the **heap** using `std::make_unique()` only when the calibration starts, and are freed immediately after completion to prevent stack overflow. + +#### **PID Auto-Tune (`PidTuneState`)** +- **Mechanism**: Iterates through `RampFluxP`, `TuneFluxI_Pulse`, and `TuneFluxI_Measure`. +- **Asynchronicity**: Replaces `while` loops with tick-based measurements. If power is lost during tuning, it resets to `waitPower` and marks `postPowerState` for resumption. + +--- + +## 5. Memory and Stack Vigilance + +- **Stack Limit**: The TMC thread stack is limited (`TMC_THREAD_MEM = 256` words / 1KB). +- **Heap Allocation**: Any large data structure (like the `CoggingCalibData` struct) **must** be allocated on the heap. +- **Safety**: Always initialize local variables (e.g., when reading from Flash) to prevent erratic behavior from uninitialized memory. + +--- + +## 6. FreeRTOS Safety and Critical Sections + +There is a strict orchestration requirement for hardware initialization to avoid FreeRTOS crashes: + +1. **No Blocking in Critical Sections**: Calls like `xSemaphoreTake` (used in SPI transfers), `vTaskDelay`, or `Task Creation` must **never** occur inside a `cpp_freertos::CriticalSection`. +2. **Driver Instantiation Pattern**: In `Axis::setDrvType`, the `TMC4671` object is instantiated **outside** the critical section. This allows its constructor to safely use SPI/Semaphores to read Flash and configure registers. +3. **The Swap**: The critical section is used only for the micro-second duration required to swap the `std::unique_ptr` driver pointers and update the slew rate values. +4. **Deferred Cleanup**: Old driver objects are deleted **after** exiting the critical section to ensure their destructors do not block while interrupts are disabled. + +--- + +## 7. Interaction with User Commands + +User commands (`calibrate`, `cogging`, `pidautotune`) trigger a `changeState()` request. +1. The command sets `allowStateChange = false` to lock the machine. +2. The `Run()` loop processes the calibration sub-states tick-by-tick. +3. 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zv%;5!T$YOEjSUxYuw=8wH{^pQ^Ys|>9Vg`agp~36-{7Uf>xIt?UlsmE$eU1>D-jwS zDafNFPZrJ;a;-Y%uNR&oTr0dnc#H6-LSw^(a(|R;*1CoqVyaS~u`vQplYF$WMz~S< z9pO)fFA8558e1Uf$;T9@-X6kP!YbkE!gaz8LN58ja%PQZ;1iO~+Rc!$2#HA_B-~4Q zfN-|3TDVkrrto6nb;3J@4-20aZWF#IOkjeuU0lA3I7qm+@F3wFVU4heuRoE$r*MdH ztneV=d|{(-weUjW4~0J!z9f88_=zwT+WPtmhYKeNX9$lK)(KA&t`lA*+$4NR_>6Fy za3o$1vVW6>D~0C>ZxFsCj1}1Y-Gse_y9!4M`C^HBCkm$t4-xJJDn(HF+^DQaM zJuUo|@Fn3Z!qAbeQ(Q{huWoYr0p=bAgd5KX(> z@!zI=C5-QsJN`RwyTS1ig)TPyKo% z!UgBG%6A^Fc`v)fNE)vP(R#P+>Up%sX1%PB{UFxEM~Zt(I(uFQan8B4#fXUNyS=}i z)6~aqJAJDWc4ZLs)cp*?fD8OMIm z-3}jZ-;4co+xIZSxHW137&iy{qI1>NMT`uCw-)&_i2OYJwOcU%`bjsz>1%Dj M_D265uSx#@0A6;SU;qFB literal 0 HcmV?d00001 From 1363b78fc5eae856520226692e188f1050ba8a48 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Sat, 25 Apr 2026 11:26:49 +0200 Subject: [PATCH 62/87] feat: add FFB reconstruction filter and DSP optimizations --- Firmware/FFBoard/Inc/Axis.h | 152 ++++---- Firmware/FFBoard/Inc/EffectsCalculator.h | 246 ++++++++----- Firmware/FFBoard/Inc/HidFFB.h | 135 +++++--- Firmware/FFBoard/Src/Axis.cpp | 58 +++- Firmware/FFBoard/Src/EffectsCalculator.cpp | 382 +++++++++++++++++---- Firmware/FFBoard/Src/HidFFB.cpp | 21 +- 6 files changed, 724 insertions(+), 270 deletions(-) diff --git a/Firmware/FFBoard/Inc/Axis.h b/Firmware/FFBoard/Inc/Axis.h index 958c4bae1..6603eb5cb 100644 --- a/Firmware/FFBoard/Inc/Axis.h +++ b/Firmware/FFBoard/Inc/Axis.h @@ -3,6 +3,8 @@ * * Created on: 21.01.2021 * Author: Yannick / Lidders / Vincent + * + * Release 27.10.25: Vincent, add reconstruction filter, equalizer, slew rate. */ #ifndef SRC_AXIS_H_ @@ -23,6 +25,10 @@ #include "ExtiHandler.h" #include "EffectsCalculator.h" +#ifdef USE_DSP_FUNCTIONS +#include "arm_math.h" +#endif + #define INTERNAL_AXIS_DAMPER_SCALER 0.7 #define INTERNAL_AXIS_FRICTION_SCALER 0.7 #define INTERNAL_AXIS_INERTIA_SCALER 0.7 @@ -37,13 +43,13 @@ * @brief Global control flags for all axes. */ struct Control_t { - bool emergency = false; //!< Emergency stop is active. - bool usb_disabled = true; //!< FFB is disabled by USB. - bool update_disabled = true; //!< FFB updates are disabled. + bool emergency = false; //!< Emergency stop is active. + bool usb_disabled = true; //!< FFB is disabled by USB. + bool update_disabled = true; //!< FFB updates are disabled. bool request_update_disabled = false; //!< A request to disable FFB updates is pending. // bool usb_update_flag = false; // bool update_flag = false; - bool resetEncoder = false; //!< A request to reset the encoder is pending. + bool resetEncoder = false; //!< A request to reset the encoder is pending. }; /** @@ -72,22 +78,22 @@ struct AxisFlashAddresses */ struct AxisConfig { - uint8_t enctype = 0; //!< Encoder type ID. uint8_t drvtype = 0; //!< Motor driver type ID. + uint8_t enctype = 0; //!< Encoder type ID. }; - /** * @brief Holds the physical metrics of an axis at a point in time. */ struct metric_t { - float accel = 0; //!< Acceleration in deg/s². - float speed = 0; //!< Speed in deg/s. - int32_t pos_scaled_16b = 0; //!< Scaled position as a 16-bit integer (-0x7fff to 0x7fff). - float pos_f = 0; //!< Scaled position as a float (-1.0 to 1.0). + float accel = 0; //!< Acceleration in deg/s². + float speed = 0; //!< Speed in deg/s. + int32_t pos_scaled_16b = 0; //!< Scaled position as a 16-bit integer (-0x7fff to 0x7fff). + float pos_f = 0; //!< Scaled position as a float (-1.0 to 1.0). float posDegrees = 0; //!< Position in degrees, not scaled to the selected range. - int32_t torque = 0; //!< Total torque applied to the axis. + int32_t torque = 0; //!< Total torque applied to the axis. }; + /** * @brief Holds the current and previous metrics for an axis, used for calculating derivatives. */ @@ -135,8 +141,7 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle const ClassIdentifier getInfo(); const ClassType getClassType() override {return ClassType::Axis;}; - virtual std::string getHelpstring() { return "FFB axis" ;} - + virtual std::string getHelpstring() { return "FFB axis" ;} // Dynamic classes /** * @brief Sets the motor driver type. @@ -243,7 +248,7 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle * @param enc A pointer to the encoder. * @return The angle in degrees. */ - float getEncAngle(Encoder *enc); + float getEncAngle(Encoder *enc); /** * @brief Sets the maximum power (torque) of the motor. @@ -314,9 +319,11 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle void setFxStrengthAndFilter(uint8_t val,uint8_t& valToSet, Biquad& filter); /** - * @brief Called before HID effects are calculated. + * @brief Calculates the mechanical effects (damper, friction, inertia) that are always active. + * These are separate from the HID FFB effects sent by the game. + * @param ffb_on A flag indicating if FFB is on. */ - void calculateAxisEffects(bool ffb_on); + void calculateMechanicalEffects(bool ffb_on); /** * @brief Gets the current torque. @@ -325,9 +332,16 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle int32_t getTorque(); /** - * @brief Calculate soft endstop effect. + * @brief Calculates the endstop torque. + * @return The calculated endstop torque. */ - int16_t updateEndstop(); + int32_t calculateEndstopTorque(); + + /** + * @brief Calculates the FFB torque exponential torque, from the input torque and apply expo and scaler + * @return The calculated exponential torque. + */ + int64_t calculateFFBTorque(); /** * @brief Starts a force fade-in. @@ -339,10 +353,10 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle metric_t* getMetrics(); /** - * @brief Sets the HID FFB effect torque. - * @param torque The new FFB effect torque. + * @brief Sets the FFB effect torque. + * @param torque The new FFB effect torque from the EffectsCalculator. */ - void setEffectTorque(int32_t torque); + void setFfbEffectTorque(int64_t torque); /** * @brief Updates the total torque. @@ -386,15 +400,11 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle * @return The torque scaler value. */ bool isInverted(); - - void updateTorqueScaler(); - float getTorqueScaler(); - /** - * @brief Sets the ratio between game effects and endstop force. + * @brief Sets the ratio between game effects and endstop force and updates the internal torque scaler based on power and fx_ratio * @param val The new ratio value (0-255). */ - void setFxRatio(uint8_t val); + void setEffectRatio(uint8_t val); /** * @brief Sets the exponential torque curve. * @param val The new expo value. @@ -402,13 +412,17 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle void setExpo(int val); int32_t calculateExpoTorque(int32_t torque); - + /** + * @brief Applies the speed limiter PI controller to the torque. + * @param torque A reference to the torque value to be modified. + * @return torque update to apply to reduced de speed. + */ + int64_t applySpeedLimiterTorque(int64_t& torque); /** * @brief Applies the torque slew rate limiter to the torque. * @param torque A reference to the torque value to be modified. */ void applyTorqueSlewRateLimiter(int64_t& torque); - /** * @brief Decodes the axis configuration from a 16-bit integer stored in flash. * @param val The 16-bit encoded configuration value. @@ -421,60 +435,66 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle */ static uint16_t encodeConfToInt(AxisConfig conf); + + // Member variables - AxisFlashAddresses flashAddresses; //!< Flash memory addresses for this axis. - volatile Control_t* control; //!< Pointer to the global control structure. - AxisConfig conf; //!< Configuration for this axis (driver and encoder types). - char axis; //!< Axis identifier ('X', 'Y', 'Z'). + AxisFlashAddresses flashAddresses; //!< Flash memory addresses for this axis. + volatile Control_t* control; //!< Pointer to the global control structure. + AxisConfig conf; //!< Configuration for this axis (driver and encoder types). + char axis; //!< Axis identifier ('X', 'Y', 'Z'). std::unique_ptr drv = std::make_unique(); //!< Unique pointer to the active motor driver. - std::shared_ptr enc = nullptr; //!< Shared pointer to the active encoder. + std::shared_ptr enc = nullptr; //!< Shared pointer to the active encoder. - bool outOfBounds = false; //!< Flag indicating if the axis is out of its valid range. + bool outOfBounds = false; //!< Flag indicating if the axis is out of its valid range. const Error outOfBoundsError = Error(ErrorCode::axisOutOfRange,ErrorType::warning,"Axis out of bounds"); //!< Error object for out-of-bounds condition. // Force fade-in effect - float forceFadeTime = 1.0; //!< Duration of the force fade-in in seconds. - float forceFadeCurMult = 1.0; //!< Current multiplier for the force fade-in. + float forceFadeDuration = 1.0; //!< Duration of the force fade-in in seconds. + float forceFadeMultiplier = 1.0; //!< Current multiplier for the force fade-in. - uint16_t degreesOfRotation = 900; //!< Current degrees of rotation. - uint16_t lastdegreesOfRotation = degreesOfRotation; //!< Previous degrees of rotation (for smooth transitions). + float encoderOffset = 0; //!< Offset for absolute encoders. + uint16_t degreesOfRotation = 900; //!< Current degrees of rotation. + uint16_t previousDegreesOfRotation = degreesOfRotation; //!< Previous degrees of rotation (for smooth transitions). uint16_t nextDegreesOfRotation = degreesOfRotation; //!< Target degrees of rotation. // Limiters - uint16_t maxSlewRate_Driver = MAX_SLEW_RATE; //!< Maximum slew rate as measured by the driver (in units/ms). - uint16_t maxSpeedDegS = 0; //!< Maximum speed in degrees per second. 0 to disable. - uint32_t maxTorqueRateMS = 0; //!< Maximum torque rate of change per millisecond. 0 to disable. + uint16_t maxSlewRate_Driver = MAX_SLEW_RATE; //!< Maximum slew rate as measured by the driver (in units/ms). + uint16_t maxSpeedDegS = 0; //!< Maximum speed in degrees per second. 0 to disable. + uint32_t maxTorqueRateMS = 0; //!< Maximum torque rate of change per millisecond. 0 to disable. float speedLimiterP = AXIS_SPEEDLIMITER_P; //!< Proportional term for the speed limiter. float speedLimiterI = AXIS_SPEEDLIMITER_I; //!< Integral term for the speed limiter. - +#ifdef USE_DSP_FUNCTIONS + arm_pid_instance_f32 speedLimiterPID; //!< PID instance for the speed limiter. +#else // Speed limiter PID - float spdlimitreducerI = 0; + float speedLimitReducerI = 0; +#endif // Axis metrics - axis_metric_t metric; //!< Current and previous physical metrics of the axis. - float _lastSpeed = 0; //!< Instantaneous speed from the last cycle. + axis_metric_t metric; //!< Current and previous physical metrics of the axis. + float previousFrameSpeed = 0; //!< Instantaneous speed from the last cycle, used for acceleration calculation. // Torque components - int32_t effectTorque = 0; //!< Torque from HID FFB effects. - int32_t axisEffectTorque = 0; //!< Torque from mechanical effects. + int64_t ffbEffectTorque = 0; //!< Torque from HID FFB effects. + int32_t mechanicalEffectTorque = 0; //!< Torque from mechanical effects (damper, friction, inertia). // Power and scaling - uint16_t power = 5000; //!< Maximum motor power/torque. - uint8_t fx_ratio_i = 204; //!< Ratio of HID effects vs. endstop effects (0-255). - float effect_margin_scaler = 0; //!< Scaler for HID effects based on effectRatio. - float torqueScaler = 0; //!< Final torque scaler based on power. + uint16_t power = 5000; //!< Maximum motor power/torque. + uint8_t effectRatio = 204; //!< Ratio of HID effects vs. endstop effects (0-255). + float effectRatioScaler = 0; //!< Scaler for HID effects based on effectRatio. + float torqueScaler = 0; //!< Final torque scaler based on power. // Axis configuration - bool invertAxis = true; //!< Invert axis direction. - uint8_t endstopStrength = 127; //!< Stiffness of the endstop effect. - const float endstopGain = 25; //!< Overall maximum endstop intensity. + bool invertAxis = true; //!< Invert axis direction. + uint8_t endstopStrength = 127; //!< Stiffness of the endstop effect. + const float endstopGain = 25; //!< Overall maximum endstop intensity. // Idle spring effect - uint8_t idlespringstrength = 127; //!< Strength of the idle spring. - int16_t idlespringclip = 0; //!< Maximum force for the idle spring. - float idlespringscale = 0; //!< Scaler for the idle spring force. + uint8_t idleSpringStrength = 127; //!< Strength of the idle spring. + int16_t idleSpringClip = 0; //!< Maximum force for the idle spring. + float idleSpringScale = 0; //!< Scaler for the idle spring force. bool motorWasNotReady = true; //!< Flag to detect motor readiness transition. // Slew rate calibration tracking: true when Axis requested a calibration and @@ -490,12 +510,12 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle const biquad_constant_t filterInertiaCst = {20, 20}; //!< Inertia filter constants. uint8_t filterProfileId = 1; //!< Currently selected filter profile ID. float filter_f = 1000.0; // 1khz - const int32_t intFxClip = 20000; //!< Clipping value for internal effects. + const int32_t internalFxClip = 20000; //!< Clipping value for internal effects. // Internal effects intensity - uint8_t damperIntensity = 30; //!< Intensity of the internal damper effect. - uint8_t frictionIntensity = 0; //!< Intensity of the internal friction effect. - uint8_t inertiaIntensity = 0; //!< Intensity of the internal inertia effect. + uint8_t damperIntensity = 30; //!< Intensity of the internal damper effect. + uint8_t frictionIntensity = 0; //!< Intensity of the internal friction effect. + uint8_t inertiaIntensity = 0; //!< Intensity of the internal inertia effect. // Biquad filter instances Biquad speedFilter = Biquad(BiquadType::lowpass, filterSpeedCst[filterProfileId].freq/filter_f, filterSpeedCst[filterProfileId].q/100.0, 0.0); @@ -505,10 +525,10 @@ class Axis : public PersistentStorage, public CommandHandler, public ErrorHandle Biquad inertiaFilter = Biquad(BiquadType::lowpass, filterInertiaCst.freq/filter_f, filterInertiaCst.q / 100.0, 0.0); // Post-processing - GearRatio_t gearRatio; //!< Gear ratio between encoder and axis. - int expoValInt = 0; //!< Raw integer value for the expo curve. - float expo = 1; //!< Calculated exponent for the torque curve. - float expoScaler = 50; //!< Scaler for the expo calculation : 0.28 to 3.54 + GearRatio_t gearRatio; //!< Gear ratio between encoder and axis. + int expoValue = 0; //!< Raw integer value for the expo curve. Formula: v = val*2 => v<0 ? 1/-v : v + float expo = 1; //!< Calculated exponent for the torque curve. + float expoScaler = 50; //!< Scaler for the expo calculation : 0.28 to 3.54 }; #endif /* SRC_AXIS_H_ */ diff --git a/Firmware/FFBoard/Inc/EffectsCalculator.h b/Firmware/FFBoard/Inc/EffectsCalculator.h index 5e43c9285..e22d71cd6 100644 --- a/Firmware/FFBoard/Inc/EffectsCalculator.h +++ b/Firmware/FFBoard/Inc/EffectsCalculator.h @@ -8,6 +8,7 @@ #ifndef EFFECTSCALCULATOR_H_ #define EFFECTSCALCULATOR_H_ +//#include "ClassChooser.h" #include "ffb_defs.h" #include "PersistentStorage.h" #include "CommandHandler.h" @@ -26,8 +27,15 @@ class Axis; struct metric_t; +enum class ReconFilterMode : uint8_t { + NO_RECONSTRUCTION = 0, + LINEAR_INTERPOLATION = 1, // More responsive, attempts to match the game's signal precisely. Can feel "grainy" if slew rate is high. + SPLINE_CUBIC_NATURAL = 2, // Highest fidelity, smooth curve through last 4 points. More CPU intensive. + SPLINE_CUBIC_HERMITE = 3 // Mixed solution, good fidelity and optimized timing +}; + /** - * @brief Default effect gains. + * @brief Default gains for conditional effects. */ struct effect_gain_t { uint8_t friction = 254; @@ -37,32 +45,32 @@ struct effect_gain_t { }; /** - * @brief Default effect scalers. + * @brief Scaler values for conditional effects to adjust their intensity. */ struct effect_scaler_t { - float friction = 1.0; + float friction = 1.0; //0.4 * 40; float spring = 16.0; - float damper = 4.0; - float inertia = 2.0; + float damper = 4.0; //2 * 40 * 2 + float inertia = 2.0;//0.5 * 40; }; /** - * @brief Biquad filter constants for different effect types. + * @brief Biquad filter coefficients for various effects. */ struct effect_biquad_t { - biquad_constant_t constant = { 500, 70 }; - biquad_constant_t friction = { 50, 20 }; - biquad_constant_t damper = { 30, 40 }; - biquad_constant_t inertia = { 15, 20 }; + biquad_constant_t constant = { 500, 70 }; + biquad_constant_t friction = { 50, 20 }; + biquad_constant_t damper = { 30, 40 }; + biquad_constant_t inertia = { 15, 20 }; }; /** - * @brief Holds statistics for an effect type. + * @brief Statistics for each effect type. */ struct effect_stat_t { - std::array current={0}; //!< Current force for each axis. - std::array max={0}; //!< Maximum force for each axis. - uint16_t nb=0; //!< Number of samples. + std::array current={0}; //!< Current force value. + std::array max={0}; //!< Maximum force value since reset. + uint16_t nb=0; //!< Number of times this effect has been used. }; enum class EffectsCalculator_commands : uint32_t { @@ -70,10 +78,12 @@ enum class EffectsCalculator_commands : uint32_t { damper_f, damper_q, friction_f, friction_q, inertia_f, inertia_q, filterProfileId, frictionPctSpeedToRampup, monitorEffect, effectsDetails, effectsForces, + reconFilterMode }; /** - * @brief This class calculates the final torque for each axis based on the received HID FFB effects. + * @brief This class is responsible for calculating the forces of all active FFB effects. + * It runs in its own thread to perform the calculations. */ class EffectsCalculator: public PersistentStorage, public CommandHandler, @@ -82,7 +92,11 @@ class EffectsCalculator: public PersistentStorage, EffectsCalculator(); virtual ~EffectsCalculator(); - static ClassIdentifier info; + static ClassIdentifier info; //!< Static class identifier. + /** + * @brief Returns the class identifier. + * @return The class identifier. + */ const ClassIdentifier getInfo(); const ClassType getClassType() override {return ClassType::Internal;}; @@ -91,6 +105,7 @@ class EffectsCalculator: public PersistentStorage, * @override from PersistentStorage */ void saveFlash() override; + /** * @brief Restores effect settings from flash memory. * @override from PersistentStorage @@ -102,70 +117,91 @@ class EffectsCalculator: public PersistentStorage, * @return true if active, false otherwise. */ bool isActive(); + /** * @brief Sets the active state of the effects calculator. - * @param active true to activate, false to deactivate. + * @param active The new active state. */ void setActive(bool active); + /** - * @brief Calculates the combined force of all active effects for each axis. - * @param axes A vector of unique pointers to the axis objects. + * @brief This is the main calculation method. It iterates through all active effects and sums up the forces for each axis. + * @param axes A reference to the vector of axes. */ void calculateEffects(std::vector> &axes); + /** * @brief Sets the filters for a specific effect. - * @param effect A pointer to the FFB_Effect object. + * @param effect A pointer to the effect. */ virtual void setFilters(FFB_Effect* effect); + /** * @brief Sets the global gain for all effects. - * @param gain The gain value (0-255). + * @param gain The new gain value. */ void setGain(uint8_t gain); + /** * @brief Gets the global gain. - * @return The global gain value. + * @return The current global gain value. */ uint8_t getGain(); + /** - * @brief Logs an effect type as active or inactive. - * @param type The effect type ID. - * @param remove true to log as inactive, false as active. + * @brief Logs the usage of an effect type for statistics. + * @param type The effect type. + * @param remove True to decrement the usage count, false to increment. */ void logEffectType(uint8_t type,bool remove = false); + /** - * @brief Calculates statistics for an effect type. - * @param type The effect type ID. - * @param force The calculated force value. - * @param axis The axis ID. + * @brief Calculates and stores statistics for a given effect type. + * @param type The effect type. + * @param force The calculated force. + * @param axis The axis index. */ void calcStatsEffectType(uint8_t type, int32_t force,uint8_t axis); + /** - * @brief Logs the state of an effect (active, inactive, etc.). - * @param type The effect type ID. - * @param state The state value. + * @brief Logs the state of an effect (start/stop). + * @param type The effect type. + * @param state The new state. */ void logEffectState(uint8_t type,uint8_t state); + /** - * @brief Resets the log of active effects. - * @param reinit If true, reinitializes the log. + * @brief Resets the statistics of active effects. + * @param reinit If true, re-initializes the stats based on currently active effects. */ void resetLoggedActiveEffects(bool reinit); /** - * @brief Finds a free effect slot in the effects array. - * @param type The effect type ID. - * @return The index of the free slot, or -1 if none found. + * @brief Finds a free slot for a new effect. + * @param type The type of the effect. + * @return The index of the free slot, or -1 if no slot is available. */ int32_t find_free_effect(uint8_t type); + /** * @brief Frees an effect slot. - * @param idx The index of the slot to free. + * @param idx The index of the effect to free. */ void free_effect(uint16_t idx); /** - * @brief Handles CLI commands for the effects calculator. + * @brief Met à jour les tampons d'interpolation pour un effet non-conditionnel. + * Appelé par le handler HID (ex: 60Hz). + * @param effect Pointeur vers l'effet à modifier. + * @param new_magnitude Nouvelle magnitude/amplitude cible. + * @param new_offset Nouvel offset cible (utilisé uniquement si is_periodic est true). + * @param is_periodic Si true, met à jour les deux tampons (mag + offset). + */ + void updateEffectReconstruction(FFB_Effect* effect, float new_magnitude, float new_offset, bool is_periodic); + + + /** + * @brief Handles command line interface commands for the effects calculator. * @param cmd The parsed command. * @param replies A vector of replies to be sent back. * @return The status of the command execution. @@ -178,123 +214,167 @@ class EffectsCalculator: public PersistentStorage, std::array effects; //!< Main effects storage array. /** - * @brief Main thread function for the effects calculator. + * @brief The main loop for the effects calculator thread. + * @override from cpp_freertos::Thread */ void Run() override; - /** - * @brief Updates the internal sample rate and recalculates filters. - * @param newSamplerate The new sample rate in Hz. - */ - void updateSamplerate(float newSamplerate); + void updateSamplerate(float newSamplerate); // Must be called if update rate is changed to update filters and effects protected: private: // Filters - effect_biquad_t filter[2]; //!< Filter profiles: 0 is default, CUSTOM_PROFILE_ID is custom. - uint8_t filterProfileId = 0; //!< Currently selected filter profile ID. - uint32_t calcfrequency = 1000; //!< Calculation frequency in Hz (default 1kHz). - const float qfloatScaler = 0.01; //!< Scaler for Q factor. + effect_biquad_t filter[2]; //!< Filter coefficients for CFFilter, default (0) and custom (1) profiles. + uint8_t filterProfileId = 0; //!< Currently active filter profile (0 or 1). + uint32_t calcfrequency = 1000; //!< Calculation frequency in Hz (matches HID rate 1khz). + const float qfloatScaler = 0.01; //!< Scaler for Q factor. - // Intensity and scaling - uint8_t global_gain = 0xff; //!< Global gain for all effects. - effect_gain_t gain; //!< Individual effect type gains. - effect_scaler_t scaler; //!< Individual effect type scalers. - uint8_t frictionPctSpeedToRampup = 25; //!< Friction ramp-up threshold (percentage of max speed). + // Gains and scalers + uint8_t global_gain = 0xff; //!< Global gain for all effects. + effect_gain_t gain; //!< Per-effect type gains. + effect_scaler_t scaler; //!< Per-effect type intensity scalers. + uint8_t frictionPctSpeedToRampup = 25; //!< Speed percentage for friction ramp-up. : define the max value of the range (0..5% of maxspeed) where torque is rampup on friction // FFB status - bool effects_active = false; //!< true if FFB is active. - uint32_t effects_used = 0; //!< Mask of currently used effect slots. - std::array effects_stats; //!< Statistics for each effect type (current cycle). - std::array effects_statslast; //!< Statistics from the previous cycle. - bool isMonitorEffect = false; //!< Flag for effect monitoring. + bool effects_active = false; //!< True if FFB is globally active. + uint32_t effects_used = 0; //!< Bitmask of effect types used since reset. + std::array effects_stats; //!< Statistics for each effect type, [0..12 effect types]. + std::array effects_statslast; //!< Statistics from the previous cycle, [0..12 effect types]. + bool isMonitorEffect = false; //!< Flag to enable effect monitoring. /** - * @brief Calculates the force component for a specific effect on a specific axis. + * @brief Calculates the force for a single component of an effect on a specific axis. + * Dispatches between conditional and non-conditional effects. */ - int32_t calcComponentForce(FFB_Effect *effect, int32_t forceVector, std::vector> &axes, uint8_t axis); + int32_t calculateEffectForceOnAxis(FFB_Effect *effect, int32_t forceVector, std::vector> &axes, uint8_t axis); + /** - * @brief Calculates the force for a non-conditional effect (e.g., Constant Force, Sine). + * @brief Calculates the base force for non-conditional effects (Constant, Ramp, Periodic). */ int32_t calcNonConditionEffectForce(FFB_Effect* effect); + /** - * @brief Returns the speed ramp-up factor for friction. + * @brief Calculates the speed threshold for friction ramp-up. */ float speedRampupPct(); + /** - * @brief Calculates the force for a conditional effect (e.g., Spring, Damper, Friction). + * @brief Calculates the force for conditional effects (Spring, Damper, Inertia, Friction). */ int32_t calcConditionEffectForce(FFB_Effect *effect, float metric, uint8_t gain, uint8_t idx, float scale, float angle_ratio); + /** - * @brief Calculates the envelope magnitude for an effect. + * @brief Calculates the magnitude of an effect with an envelope. */ - int32_t getEnvelopeMagnitude(FFB_Effect *effect); + int32_t getEnvelopeMagnitude(FFB_Effect *effect, int32_t baseMagnitude); + /** - * @brief Lists the currently used effects as a string. + * @brief Generates a string listing the effects used. */ std::string listEffectsUsed(bool details = false,uint8_t axis = 0); + /** - * @brief Checks and updates filter coefficients. + * @brief Validates and sanitizes filter coefficients. */ void checkFilterCoeff(biquad_constant_t *filter, uint32_t freq,uint8_t q); + /** - * @brief Updates filter settings for a specific effect type. + * @brief Updates the filters for all active effects of a specific type. */ void updateFilterSettingsForEffects(uint8_t type_effect); + + // --- Reconstruction Filter --- + ReconFilterMode reconFilterMode = ReconFilterMode::NO_RECONSTRUCTION; //!< Current reconstruction filter mode. + + /** + * @brief Internal method to push a new value into the reconstruction filter. + * @param state Pointer to the reconstruction filter state. + * @param newValue The new value to push into the filter. + */ + void pushReconstructionSample(ReconFilterState* state, float newValue); + + /** + * @brief Retrieves the interpolated value from the reconstruction filter. + * @param state Pointer to the reconstruction filter state. + * @param fallbackValue Value to return if the filter is not ready. + * @return The interpolated value from the filter. + */ + float evaluateReconstructionFilter(ReconFilterState* state, float fallbackValue); }; +/** + * Helper interface class for common effects calculator related control functions + */ /** * @brief Helper interface class for common effects calculator related control functions. + * This class provides a common interface for controlling FFB effects. */ class EffectsControlItf{ public: /** - * @brief Enables or disables FFB globally. + * @brief Enables or disables FFB. + * @param state The new state of the FFB. */ virtual void set_FFB(bool state) = 0; + + /** + * @brief Stops the FFB. + */ virtual void stop_FFB(){set_FFB(false);}; + + /** + * @brief Starts the FFB. + */ virtual void start_FFB(){set_FFB(true);}; + /** * @brief Resets all FFB effects. */ virtual void reset_ffb() = 0; + /** - * @brief Returns the estimated constant force update rate in Hz. + * @brief Returns an estimate of the constant force effect update rate in Hz. + * @return The estimated update rate. */ virtual uint32_t getConstantForceRate(); + /** - * @brief Returns the estimated overall effect update speed in Hz. + * @brief Returns an estimate of the overall effect update speed in Hz. + * @return The estimated update rate. */ virtual uint32_t getRate(); + /** * @brief Checks if FFB is active. + * @return true if FFB is active, false otherwise. */ virtual bool getFfbActive() = 0; + /** - * @brief Sets the global FFB gain. + * @brief Sets the global gain for all effects. + * @param gain The new gain value. */ virtual void set_gain(uint8_t gain) = 0; + /** - * @brief Event handler for constant force updates. + * @brief To be called when a constant force update event occurs. Used for rate calculation. */ virtual void cfUpdateEvent(); + /** - * @brief Event handler for effect updates. + * @brief To be called when any FFB update event occurs. Used for rate calculation. */ virtual void fxUpdateEvent(); - /** - * @brief Updates the sample rate for filters and effects. - */ - virtual void updateSamplerate(float newSamplerate) = 0; + virtual void updateSamplerate(float newSamplerate) = 0; // Should be called when update loop rate is changed private: - FastMovingAverage fxPeriodAvg{5}; //!< Average period between effect updates. - FastMovingAverage cfUpdatePeriodAvg{5}; //!< Average period between constant force updates. + FastMovingAverage fxPeriodAvg{5}; + FastMovingAverage cfUpdatePeriodAvg{5}; - uint32_t lastFxUpdate = 0; //!< Time of last effect update. - uint32_t lastCfUpdate = 0; //!< Time of last constant force update. + uint32_t lastFxUpdate = 0; //!< Timestamp of the last FFB update. + uint32_t lastCfUpdate = 0; //!< Timestamp of the last constant force update. }; #endif /* EFFECTSCALCULATOR_H_ */ diff --git a/Firmware/FFBoard/Inc/HidFFB.h b/Firmware/FFBoard/Inc/HidFFB.h index 3e776958e..bb0d0cfcd 100644 --- a/Firmware/FFBoard/Inc/HidFFB.h +++ b/Firmware/FFBoard/Inc/HidFFB.h @@ -21,138 +21,183 @@ #define DIRECTION_ENABLE(AXES) (1 << AXES) /** - * @brief This class handles HID FFB reports from the USB host. - * It decodes the reports and updates the effects in the EffectsCalculator. + * @brief This class handles the Force Feedback (FFB) HID communication. + * It inherits from UsbHidHandler to process HID reports and from EffectsControlItf to control FFB effects. + * It is responsible for parsing HID FFB reports from the host and managing the lifecycle of FFB effects. */ class HidFFB: public UsbHidHandler, public EffectsControlItf { public: /** * @brief Construct a new HidFFB object. - * @param ec Shared pointer to the EffectsCalculator. - * @param axisCount Number of FFB axes. + * @param ec A shared pointer to the EffectsCalculator instance. + * @param axisCount The number of axes to be controlled. */ HidFFB(std::shared_ptr ec,uint8_t axisCount); virtual ~HidFFB(); /** - * @brief Handles HID OUT reports. + * @brief Handles outgoing HID reports from the host (PC -> Device). This is the main entry point for FFB commands. + * @param report_id The report ID. + * @param report_type The type of the report. + * @param buffer A pointer to the report data. + * @param bufsize The size of the report data. * @override from UsbHidHandler */ void hidOut(uint8_t report_id, hid_report_type_t report_type,const uint8_t* buffer, uint16_t bufsize) override; + /** - * @brief Handles HID GET reports. + * @brief Handles incoming HID GET_FEATURE requests from the host (Device -> PC). + * Used for status reports like block load and PID pool. + * @param report_id The report ID. + * @param report_type The type of the report. + * @param buffer A pointer to the buffer where the report data should be stored. + * @param reqlen The requested length of the report. + * @return The actual length of the report. * @override from UsbHidHandler */ uint16_t hidGet(uint8_t report_id, hid_report_type_t report_type,uint8_t* buffer, uint16_t reqlen) override; /** - * @brief Checks if FFB is active. - * @return true if active, false otherwise. + * @brief Checks if the FFB is active. + * @return true if FFB is active, false otherwise. + * @override from EffectsControlItf */ bool getFfbActive() override; + /** - * @brief Sends a HID report. + * @brief Sends a HID report to the host. + * @param report A pointer to the report data. + * @param len The length of the report data. + * @return true if the report was sent successfully, false otherwise. */ static bool HID_SendReport(uint8_t *report,uint16_t len); /** * @brief Resets all FFB effects. + * @override from EffectsControlItf */ void reset_ffb() override; + /** - * @brief Starts FFB. + * @brief Starts the FFB. + * @override from EffectsControlItf */ void start_FFB() override; + /** - * @brief Stops FFB. + * @brief Stops the FFB. + * @override from EffectsControlItf */ void stop_FFB() override; + /** - * @brief Enables or disables FFB. - * @param state true to enable, false to disable. + * @brief Sets the FFB state (active/inactive). + * @param state The new state of the FFB. + * @override from EffectsControlItf */ void set_FFB(bool state) override; + /** - * @brief Sets the global FFB gain. - * @param gain The gain value (0-255). + * @brief Sets the global gain for all FFB effects. + * @param gain The new gain value (0-255). + * @override from EffectsControlItf */ void set_gain(uint8_t gain) override; /** - * @brief Sends a status report for a specific effect. + * @brief Sends a status report for a specific effect to the host. + * @param effect The ID of the effect. */ void sendStatusReport(uint8_t effect); + /** - * @brief Sets the direction enable mask. + * @brief Sets the direction enable mask for the axes. + * This mask determines how direction parameters in HID reports are interpreted. + * @param mask The new direction enable mask. */ void setDirectionEnableMask(uint8_t mask); - /** - * @brief Updates the internal sample rate. - * @param newSamplerate The new sample rate in Hz. - */ - void updateSamplerate(float newSamplerate) override; + void updateSamplerate(float newSamplerate); private: - // HID - std::shared_ptr effects_calc; - std::array& effects; //!< Reference to the effects array in EffectsCalculator. - + // HID processing methods + std::shared_ptr effects_calc; //!< A shared pointer to the EffectsCalculator instance. + std::array& effects; //!< A reference to the array of FFB effects, managed by EffectsCalculator, Must be passed in constructor. + /** - * @brief Handles the creation of a new effect. + * @brief Handles the "Create New Effect" HID report. Allocates a new effect. + * @param effect Pointer to the HID report data. */ void new_effect(FFB_CreateNewEffect_Feature_Data_t* effect); + /** - * @brief Handles freeing an effect slot. + * @brief Frees an effect slot. This is called when a HID_ID_BLKFRREP is received. + * @param id The block index of the effect to free. */ void free_effect(uint16_t id); + /** - * @brief Decodes the FFB control command. + * @brief Handles FFB control commands (Enable, Disable, Stop, Reset, etc.). + * @param cmd The control command byte. */ void ffb_control(uint8_t cmd); + /** - * @brief Decodes the set effect report. + * @brief Handles the "Set Effect" HID report. Configures a previously created effect. + * @param effect Pointer to the HID report data. */ void set_effect(FFB_SetEffect_t* effect); + /** - * @brief Decodes the set condition report. + * @brief Handles the "Set Condition" HID report (Spring, Damper, Friction, Inertia). + * @param cond Pointer to the HID report data. */ void set_condition(FFB_SetCondition_Data_t* cond); + /** - * @brief Decodes the set envelope report. + * @brief Handles the "Set Envelope" HID report. + * @param report Pointer to the HID report data. */ void set_envelope(FFB_SetEnvelope_Data_t* report); + /** - * @brief Decodes the set ramp report. + * @brief Handles the "Set Ramp" HID report. + * @param report Pointer to the HID report data. */ void set_ramp(FFB_SetRamp_Data_t* report); + /** - * @brief Decodes the set constant force report. + * @brief Handles the "Set Constant Force" HID report. + * @param effect Pointer to the HID report data. */ void set_constant_effect(FFB_SetConstantForce_Data_t* effect); + /** - * @brief Decodes the set periodic report. + * @brief Handles the "Set Periodic" HID report (Sine, Square, etc.). + * @param report Pointer to the HID report data. */ void set_periodic(FFB_SetPeriodic_Data_t* report); + /** - * @brief Decodes the effect operation report (start/stop/pause). + * @brief Handles the "Effect Operation" HID report (Start, Stop, Start Solo). + * @param report Pointer to the HID report data. */ void set_effect_operation(FFB_EffOp_Data_t* report); - /** - * @brief Updates the filters for an effect. + * @brief Sets the default filters for a new effect based on its type. + * @param effect Pointer to the effect to configure. */ void set_filters(FFB_Effect* effect); - uint8_t directionEnableMask; //!< Mask for enabled directions. - uint16_t used_effects = 0; //!< Number of currently used effect slots. - bool ffb_active = false; //!< true if FFB is active. - FFB_BlockLoad_Feature_Data_t blockLoad_report; //!< HID Feature report: Block Load. - FFB_PIDPool_Feature_Data_t pool_report; //!< HID Feature report: PID Pool. + uint8_t directionEnableMask; //!< Mask to enable/disable directions for axes. Adjusted based on axis count. + uint16_t used_effects = 0; //!< The number of currently active effects. + bool ffb_active = false; //!< Flag indicating if FFB is globally active. + FFB_BlockLoad_Feature_Data_t blockLoad_report; //!< HID report structure for block load status. + FFB_PIDPool_Feature_Data_t pool_report; //!< HID report structure for PID pool status. - reportFFB_status_t reportFFBStatus; //!< Holds the current FFB status. + reportFFB_status_t reportFFBStatus; //!< HID report structure for general FFB status. - uint8_t axisCount; //!< Number of FFB axes. + uint8_t axisCount; //!< The number of axes supported by this FFB instance. }; #endif /* HIDFFB_H_ */ diff --git a/Firmware/FFBoard/Src/Axis.cpp b/Firmware/FFBoard/Src/Axis.cpp index 73708df60..af5b8b69c 100644 --- a/Firmware/FFBoard/Src/Axis.cpp +++ b/Firmware/FFBoard/Src/Axis.cpp @@ -103,6 +103,14 @@ const std::vector> Axis::axis2_drivers = */ Axis::Axis(char axis,volatile Control_t* control) :CommandHandler("axis", CLSID_AXIS), driverChooser(MotorDriver::all_drivers),encoderChooser{Encoder::all_encoders} { + +#ifdef USE_DSP_FUNCTIONS + speedLimiterPID.Kp = speedLimiterP; + speedLimiterPID.Ki = speedLimiterI; + speedLimiterPID.Kd = 0.0f; + arm_pid_init_f32(&speedLimiterPID, 1); +#endif + this->axis = axis; this->control = control; if (axis == 'X') @@ -129,6 +137,11 @@ Axis::Axis(char axis,volatile Control_t* control) :CommandHandler("axis", CLSID_ ADR_AXIS3_SPEEDACCEL_FILTER,ADR_AXIS3_POSTPROCESS1}); } + // Initialize equalizer filters + /*for (uint8_t idx = 0; idx < num_eq_bands; idx++) { + eqFilters[idx].setBiquad(BiquadType::peak, eq_frequencies[idx] / filter_f, 1.0, 0.0); + }*/ + CommandHandler::registerCommands(); // Internal commands registerCommands(); restoreFlash(); // Load parameters @@ -613,8 +626,13 @@ void Axis::calculateMechanicalEffects(bool ffb_on){ float speedRampupCeil = 4096; float rampupFactor = 1.0; if (fabs (speed) < speedRampupCeil) { // if speed in the range to rampup we apply a sine curve +#ifdef USE_DSP_FUNCTIONS + float phaseRad = PI * ((fabsf (speed) / speedRampupCeil) - 0.5f);// we start to compute the normalized angle (speed / normalizedSpeed@5%) and translate it of -1/2PI to translate sin on 1/2 periode + rampupFactor = ( 1.0f + arm_sin_f32(phaseRad ) ) / 2.0f; // sin value is -1..1 range, we translate it to 0..2 and we scale it by 2 +#else float phaseRad = M_PI * ((fabsf (speed) / speedRampupCeil) - 0.5f);// we start to compute the normalized angle (speed / normalizedSpeed@5%) and translate it of -1/2PI to translate sin on 1/2 periode rampupFactor = ( 1.0f + sinf(phaseRad ) ) / 2.0f; // sin value is -1..1 range, we translate it to 0..2 and we scale it by 2 +#endif } int8_t sign = speed >= 0 ? 1 : -1; float force = (float)frictionIntensity * rampupFactor * sign * INTERNAL_AXIS_FRICTION_SCALER * 32; @@ -642,6 +660,10 @@ void Axis::resetMetrics(float new_pos= 0) { // pos is degrees // Reset filters speedFilter.calcBiquad(); accelFilter.calcBiquad(); + +#ifdef USE_DSP_FUNCTIONS + arm_pid_reset_f32(&speedLimiterPID); // reset the PID limit +#endif } /** @@ -703,7 +725,7 @@ int64_t Axis::calculateFFBTorque() { return torque; } -int32_t Axis::getTorque() { return metric.current.torque; } +int32_t Axis::getTorque() { return metric.current.torque; } // Fix: move from previous to current bool Axis::isInverted() { return invertAxis; @@ -805,7 +827,7 @@ void Axis::applyTorqueSlewRateLimiter(int64_t& torque) // The torque is clipped to be within the range of [previous torque - limit, previous torque + limit]. torque = clip(torque, previousTorque - maxTorqueChange, previousTorque + maxTorqueChange); -} + } int64_t Axis::applySpeedLimiterTorque(int64_t& torque){ // Speed Limiter: A PI controller to reduce torque when speed exceeds maxSpeedDegS. @@ -818,6 +840,29 @@ int64_t Axis::applySpeedLimiterTorque(int64_t& torque){ int64_t resultTorque = 0; +#ifdef USE_DSP_FUNCTIONS + float effectiveSpeed = metric.current.speed * (torque > 0 ? 1.0f : -1.0f); + if (effectiveSpeed > maxSpeedDegS) + { + // --- PI Controller Logic --- + // 1. Calculate the error term (how much we are over the speed limit). + float speedError = effectiveSpeed - maxSpeedDegS; + + // 2. Calculate the total reduction amount using the PID controller. + float reductionAmount = arm_pid_f32(&speedLimiterPID, speedError); + + // 3. Apply the reduction to the main torque. + // We must only reduce the magnitude of the torque, not invert it. + reductionAmount = clip(reductionAmount, 0.0f, fabsf((float)torque)); + if(torque > 0) { + resultTorque = reductionAmount; + } else { + resultTorque = -reductionAmount; + } + } else { + arm_pid_reset_f32(&speedLimiterPID); // Reset PID if not active + } +#else float torqueSign = torque > 0 ? 1 : -1; // Used to prevent metrics against the force to go into the limiter // Speed. Mostly tuned... //spdlimiterAvg.addValue(metric.current.speed); @@ -831,6 +876,7 @@ int64_t Axis::applySpeedLimiterTorque(int64_t& torque){ }else{ resultTorque = clip(-torqueReduction,torque,0); } +#endif return resultTorque; } @@ -1109,6 +1155,14 @@ CommandStatus Axis::command(const ParsedCommand& cmd,std::vector& if(this->getEncoder() != nullptr){ cpr = this->getEncoder()->getCpr(); } + // TODO: For TMC4671 drivers, CPR reporting might be inconsistent. Investigate if a prescale is needed or if the UI should handle the readout correction. +//#ifdef TMC4671DRIVER // CPR should be consistent with position. Maybe change TMC to prescale to encoder count or correct readout in UI +// TMC4671 *tmcdrv = dynamic_cast(this->drv.get()); // Special case for TMC. Get the actual encoder resolution +// if (tmcdrv && tmcdrv->hasIntegratedEncoder()) +// { +// cpr = tmcdrv->getEncCpr(); +// } +//#endif replies.emplace_back(cpr); }else{ return CommandStatus::ERR; diff --git a/Firmware/FFBoard/Src/EffectsCalculator.cpp b/Firmware/FFBoard/Src/EffectsCalculator.cpp index 1fe388673..755cdcf3a 100644 --- a/Firmware/FFBoard/Src/EffectsCalculator.cpp +++ b/Firmware/FFBoard/Src/EffectsCalculator.cpp @@ -11,6 +11,9 @@ #include "Axis.h" #include "ledEffects.h" +#ifdef USE_DSP_FUNCTIONS +#include "arm_math.h" +#endif #define EFFECT_STATE_INACTIVE 0 @@ -49,6 +52,7 @@ EffectsCalculator::EffectsCalculator() : CommandHandler("fx", CLSID_EFFECTSCALC) registerCommand("filterProfile_id", EffectsCalculator_commands::filterProfileId, "Conditional effects filter profile: 0 default; 1 custom", CMDFLAG_GET | CMDFLAG_SET); registerCommand("frictionPctSpeedToRampup", EffectsCalculator_commands::frictionPctSpeedToRampup, "% of max speed for gradual increase", CMDFLAG_GET | CMDFLAG_SET); + registerCommand("reconFilterMode", EffectsCalculator_commands::reconFilterMode, "Recon. filter: 0=None, 1=Linear, 2=CubicNatural, 3=CubicHermite", CMDFLAG_GET | CMDFLAG_SET); //this->Start(); // Enable if we want to periodically monitor } @@ -103,69 +107,59 @@ An inertia condition uses axis acceleration as the metric. */ void EffectsCalculator::calculateEffects(std::vector> &axes) { - for (auto &axis : axes) { - axis->calculateAxisEffects(isActive()); - } - - if(!isActive()){ - for (auto &axis : axes) { - axis->setEffectTorque(0); - } - return; - } - - int32_t force = 0; int axisCount = axes.size(); - int32_t forces[MAX_AXIS] = {0}; + int64_t forces[MAX_AXIS] = {0}; - for (uint8_t i = 0; i < effects_stats.size(); i++) - { - effects_stats[i].current = {0}; // Reset active effect forces - } + if(isActive()){ + int32_t force = 0; + for (uint8_t i = 0; i < effects_stats.size(); i++) + { + effects_stats[i].current = {0}; // Reset active effect forces + } - for (uint8_t fxi = 0; fxi < MAX_EFFECTS; fxi++) - { - FFB_Effect *effect = &effects[fxi]; + for (uint8_t fxi = 0; fxi < MAX_EFFECTS; fxi++) + { + FFB_Effect *effect = &effects[fxi]; - // Effect activated and not infinite (0 or 0xffff) - if (effect->state != EFFECT_STATE_INACTIVE && effect->duration != FFB_EFFECT_DURATION_INFINITE && effect->duration != 0){ - // Start delay not yet reached - if(HAL_GetTick() < effect->startTime){ - continue; + // Effect activated and not infinite (0 or 0xffff) + if (effect->state != EFFECT_STATE_INACTIVE && effect->duration != FFB_EFFECT_DURATION_INFINITE && effect->duration != 0){ + // Start delay not yet reached + if(HAL_GetTick() < effect->startTime){ + continue; + } + // If effect has expired make inactive + if (HAL_GetTick() - effect->startTime > effect->duration) + { + effect->state = EFFECT_STATE_INACTIVE; + for(uint8_t axis=0 ; axis < axisCount ; axis++) + calcStatsEffectType(effect->type, 0,axis); // record a 0 on the ended force + } } - // If effect has expired make inactive - if (HAL_GetTick() - effect->startTime > effect->duration) + + // Filter out inactive effects + if (effect->state == EFFECT_STATE_INACTIVE) { - effect->state = EFFECT_STATE_INACTIVE; - for(uint8_t axis=0 ; axis < axisCount ; axis++) - calcStatsEffectType(effect->type, 0,axis); // record a 0 on the ended force + continue; } - } - // Filter out inactive effects - if (effect->state == EFFECT_STATE_INACTIVE) - { - continue; - } + force = calcNonConditionEffectForce(effect); // Compute the effect force - force = calcNonConditionEffectForce(effect); - - for(uint8_t axis=0 ; axis < axisCount ; axis++) // Calculate effects for all axes - { - int32_t axisforce = calcComponentForce(effect, force, axes, axis); - calcStatsEffectType(effect->type, axisforce,axis); - forces[axis] += axisforce; // Do not clip yet to allow effects to subtract force correctly. Will not overflow as maxeffects * 0x7fff is less than int32 range + for(uint8_t axis=0 ; axis < axisCount ; axis++) // Calculate effects for all axes + { + int32_t axisforce = calculateEffectForceOnAxis(effect, force, axes, axis); + calcStatsEffectType(effect->type, axisforce,axis); + forces[axis] += axisforce; // Do not clip yet to allow effects to subtract force correctly. Will not overflow as maxeffects * 0x7fff is less than int32 range + } } + effects_statslast = effects_stats; } // Apply summed force to axes for(uint8_t i=0 ; i < axisCount ; i++) { - forces[i] = clip(forces[i], -0x7fff, 0x7fff); // Clip at effects summ - axes[i]->setEffectTorque(forces[i]); + axes[i]->calculateMechanicalEffects(isActive()); + axes[i]->setFfbEffectTorque(forces[i]); } - - effects_statslast = effects_stats; } /** @@ -173,13 +167,40 @@ void EffectsCalculator::calculateEffects(std::vector> &axe * Periodic and constant effects */ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { - int32_t force_vector = 0; - int32_t magnitude = effect->magnitude; - // If using an envelope modulate the magnitude based on time - if(effect->useEnvelope){ - magnitude = getEnvelopeMagnitude(effect); + // Sanity check effect type must be non-conditional + // Avoid calculating reconstructed forces for conditional effects here + if (effect->type == FFB_EFFECT_SPRING || + effect->type == FFB_EFFECT_DAMPER || + effect->type == FFB_EFFECT_FRICTION || + effect->type == FFB_EFFECT_INERTIA) { + return 0; } + + int32_t force_vector = 0; + + // Get interpolated magnitude (or amplitude) + float interpolated_magnitude = evaluateReconstructionFilter( + &effect->recon_magnitude, // Use the new structure + (float)effect->magnitude // Fallback value (for NONE mode) + ); + + // Get interpolated offset + float interpolated_offset_float = evaluateReconstructionFilter( + &effect->recon_offset, // Use the new structure + (float)effect->offset // Fallback value (for NONE mode) + ); + int32_t offset_lrf = (int32_t)interpolated_offset_float; + + // Magnitude with envelope if used + int32_t magnitude; + if(effect->useEnvelope){ + magnitude = getEnvelopeMagnitude(effect, (int32_t)interpolated_magnitude); + } else { + magnitude = (int32_t)interpolated_magnitude; + } + + switch (effect->type){ case FFB_EFFECT_CONSTANT: @@ -200,14 +221,14 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { { uint32_t elapsed_time = HAL_GetTick() - effect->startTime; // Square is ms aligned int32_t force = ((elapsed_time + effect->phase) % ((uint32_t)effect->period + 2)) < (uint32_t)(effect->period + 2) / 2 ? -magnitude : magnitude; - force_vector = force + effect->offset; + force_vector = force + offset_lrf; break; } case FFB_EFFECT_TRIANGLE: { int32_t force = 0; - int32_t offset = effect->offset; + int32_t offset = offset_lrf; float elapsed_time = micros() - ((float)effect->startTime*1000.0); uint32_t phase = effect->phase; uint32_t period = effect->period; @@ -230,7 +251,7 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { case FFB_EFFECT_SAWTOOTHUP: { - float offset = effect->offset; + float offset = offset_lrf; float elapsed_time = micros() - ((float)effect->startTime*1000.0); uint32_t phase = effect->phase; uint32_t period = effect->period; @@ -248,7 +269,7 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { case FFB_EFFECT_SAWTOOTHDOWN: { - float offset = effect->offset; + float offset = offset_lrf; float elapsed_time = micros() - ((float)effect->startTime*1000.0); float phase = effect->phase; uint32_t period = effect->period; @@ -269,8 +290,12 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { float t = (micros()/1000.0) - (float)effect->startTime; float freq = 1.0f / (float)(std::max(effect->period, 2)); float phase = (float)effect->phase / (float)35999; //degrees - float sine = sinf(2.0 * M_PI * (t * freq + phase)) * magnitude; - force_vector = (int32_t)(effect->offset + sine); +#ifdef USE_DSP_FUNCTIONS + float sine = arm_sin_f32(2.0f * PI * (t * freq + phase)) * magnitude; +#else + float sine = sinf(2.0f * M_PI * (t * freq + phase)) * magnitude; +#endif + force_vector = (int32_t)(offset_lrf + sine); break; } default: @@ -284,10 +309,15 @@ int32_t EffectsCalculator::calcNonConditionEffectForce(FFB_Effect *effect) { /** - * Calculates the force of an effect + * @brief Calculates the final force of a single effect on a specific axis. + * It applies directional scaling and computes conditional effects (spring, damper, etc.) based on the axis's metrics. + * @param effect The effect to calculate. + * @param forceVector The base force from a non-conditional calculation (e.g., sine wave value). + * @param axes The list of all axes. + * @param axis The index of the axis to calculate the force for. + * @return The calculated torque for the axis. */ - -int32_t EffectsCalculator::calcComponentForce(FFB_Effect *effect, int32_t forceVector, std::vector> &axes, uint8_t axis) +int32_t EffectsCalculator::calculateEffectForceOnAxis(FFB_Effect *effect, int32_t forceVector, std::vector> &axes, uint8_t axis) { int32_t result_torque = 0; // uint16_t direction; @@ -362,9 +392,13 @@ int32_t EffectsCalculator::calcComponentForce(FFB_Effect *effect, int32_t forceV float rampupFactor = 1.0; if (fabs (speed) < speedRampupCeil) { // if speed in the range to rampup we apply a sinus curbe to ramup - float phaseRad = M_PI * ((fabs (speed) / speedRampupCeil) - 0.5);// we start to compute the normalized angle (speed / normalizedSpeed@5%) and translate it of -1/2PI to translate sin on 1/2 periode - rampupFactor = ( 1 + sin(phaseRad ) ) / 2; // sin value is -1..1 range, we translate it to 0..2 and we scale it by 2 - +#ifdef USE_DSP_FUNCTIONS + float phaseRad = PI * ((fabsf (speed) / speedRampupCeil) - 0.5f);// we start to compute the normalized angle (speed / normalizedSpeed@5%) and translate it of -1/2PI to translate sin on 1/2 periode + rampupFactor = ( 1.0f + arm_sin_f32(phaseRad ) ) / 2.0f; // sin value is -1..1 range, we translate it to 0..2 and we scale it by 2 +#else + float phaseRad = M_PI * ((fabsf (speed) / speedRampupCeil) - 0.5f);// we start to compute the normalized angle (speed / normalizedSpeed@5%) and translate it of -1/2PI to translate sin on 1/2 periode + rampupFactor = ( 1.0f + sinf(phaseRad ) ) / 2.0f; // sin value is -1..1 range, we translate it to 0..2 and we scale it by 2 +#endif } int8_t sign = speed >= 0 ? 1 : -1; @@ -449,12 +483,12 @@ int32_t EffectsCalculator::calcConditionEffectForce(FFB_Effect *effect, float m * until the fade time where the strength changes to the fade level until the stop time of the effect. * Infinite effects can't have an envelope and return the normal magnitude. */ -int32_t EffectsCalculator::getEnvelopeMagnitude(FFB_Effect *effect) +int32_t EffectsCalculator::getEnvelopeMagnitude(FFB_Effect *effect, int32_t baseMagnitude) { if(effect->duration == FFB_EFFECT_DURATION_INFINITE || effect->duration == 0){ return effect->magnitude; // Effect is infinite. envelope is invalid } - int32_t scaler = abs(effect->magnitude); + int32_t scaler = abs(baseMagnitude); uint32_t elapsed_time = HAL_GetTick() - effect->startTime; if (elapsed_time < effect->attackTime && effect->attackTime != 0) { @@ -468,7 +502,7 @@ int32_t EffectsCalculator::getEnvelopeMagnitude(FFB_Effect *effect) scaler /= (int32_t)effect->fadeTime; scaler += effect->fadeLevel; } - scaler = signbit(effect->magnitude) ? -scaler : scaler; // Follow original sign of magnitude because envelope has no sign (important for constant force) + scaler = signbit(baseMagnitude) ? -scaler : scaler; // Follow original sign of magnitude because envelope has no sign (important for constant force) return scaler; } @@ -518,6 +552,199 @@ void EffectsCalculator::setFilters(FFB_Effect *effect){ } } +// ============================================================================== +// --- Reconstruction Filter --- +// ============================================================================== + +void EffectsCalculator::updateEffectReconstruction(FFB_Effect* effect, float new_magnitude, float new_offset, bool is_periodic) +{ + // Update target variables (for NONE mode and fallback) + effect->magnitude = (int16_t)new_magnitude; + + // Push new magnitude into recon structure + pushReconstructionSample(&effect->recon_magnitude, new_magnitude); + + // Push new offset into recon structure if periodic + if (is_periodic) { + effect->offset = (int16_t)new_offset; + pushReconstructionSample(&effect->recon_offset, new_offset); + } +} + +void EffectsCalculator::pushReconstructionSample(ReconFilterState* state, float newValue) +{ + uint32_t now_us = micros(); + + // Shift the spline points + for (int i = 0; i < 3; ++i) { + state->spline_x[i] = state->spline_x[i + 1]; + state->spline_y[i] = state->spline_y[i + 1]; + } + + // Add the new point + state->spline_x[3] = (float)now_us; + state->spline_y[3] = newValue; + + // FIll in initial points if not ready yet at 60Hz, so 16.66ms intervals + if (!state->isSplineReady) { + float fake_time_step = 16666.0f; // 60Hz + state->spline_x[0] = state->spline_x[3] - 3.0f * fake_time_step; + state->spline_y[0] = state->spline_y[3]; + state->spline_x[1] = state->spline_x[3] - 2.0f * fake_time_step; + state->spline_y[1] = state->spline_y[3]; + state->spline_x[2] = state->spline_x[3] - 1.0f * fake_time_step; + state->spline_y[2] = state->spline_y[3]; + state->isSplineReady = true; // Ready after first fill + } + + // Initialize spline if needed + if (reconFilterMode == ReconFilterMode::SPLINE_CUBIC_NATURAL) { +#ifdef USE_DSP_FUNCTIONS + arm_spline_init_f32( + &state->spline_instance, + ARM_SPLINE_NATURAL, + state->spline_x, + state->spline_y, + 4, + state->spline_y2, + state->spline_scratch + ); + + state->spline_arm_initialized = true; + +#endif + } +} + +float EffectsCalculator::evaluateReconstructionFilter(ReconFilterState* state, float fallbackValue) +{ + // 'reconFilterMode' is a member variable of the class + + float resulting_value = fallbackValue; // Default value, "NONE" + uint32_t now_us = micros(); + float last_known_time = state->spline_x[3]; // The most recent point + + // 50ms timeout (if the game is paused, etc.) + if (!state->isSplineReady || (now_us > last_known_time + 50000)) { + return state->spline_y[3]; // Maintain the last value + } + + switch(reconFilterMode) { + case ReconFilterMode::NO_RECONSTRUCTION: + resulting_value = state->spline_y[3]; // The most recent (no filter) + break; + + case ReconFilterMode::LINEAR_INTERPOLATION: + { + // "Safe" Linear Interpolation (Delayed by 1 sample) + // To absolutely guarantee NO OVERSHOOT, we must not extrapolate. + // We accept a strictly defined transport delay of 1 sample. + // + // Logic: We are currently at time 'now_us', which is AFTER the latest update 't1'. + // We don't know the future, so we replay the ramp from V0 to V1, but we start it NOW. + // We use the previous interval duration (t1 - t0) as our best guess for when the + // NEXT packet (t2) will arrive, ensuring we reach V1 exactly when t2 is expected. + + float t0 = state->spline_x[2]; // Time of penultimate sample (T-1) + float t1 = state->spline_x[3]; // Time of latest sample (T) + float v0 = state->spline_y[2]; // Value of penultimate sample (V0) + float v1 = state->spline_y[3]; // Value of latest sample (V1) + + // Estimate the expected duration until the next packet arrives. + float expected_interval = t1 - t0; + + // Sanity check: avoid division by zero if updates are too fast (e.g. double-send bugs) + if (expected_interval < 1.0f) { + resulting_value = v1; + break; + } + + // Calculate progress based on time elapsed SINCE t1. + float time_since_t1 = (float)(now_us - t1); + float progress = time_since_t1 / expected_interval; + + // Clamp progress to [0.0, 1.0] to eliminate ANY overshoot. + progress = clip(progress, 0.0f, 1.0f); + + // Interpolate between the two KNOWN, SAFE past values. + resulting_value = v0 + progress * (v1 - v0); + break; + } + +#ifdef USE_DSP_FUNCTIONS + // if DSP is enabled we have SPLINE available, else use Hermite + case ReconFilterMode::SPLINE_CUBIC_NATURAL: + { + // If spline is not ready, return last known value + if (!state->spline_arm_initialized) { + resulting_value = state->spline_y[3]; + break; + } + + float32_t interpolated_torque_f = 0.0f; + float32_t now_f = (float)now_us; + + // Clamp time to known range to avoid extrapolation + float32_t interp_time = clip(now_f, state->spline_x[0], state->spline_x[3]); + + // Perform the spline interpolation using CMSIS-DSP + arm_spline_f32(&state->spline_instance, &interp_time, &interpolated_torque_f, 1); + + // Return the interpolated value + resulting_value = interpolated_torque_f; + break; + } +#endif + + case ReconFilterMode::SPLINE_CUBIC_HERMITE: +#ifndef USE_DSP_FUNCTIONS + // if the DSP is not available, we use Hermite for spline + case ReconFilterMode::SPLINE_CUBIC_NATURAL: +#endif + { + // Hermite interpolation is made between P1 (idx 1) and P2 (idx 2) + const float p1 = state->spline_y[1]; + const float p2 = state->spline_y[2]; + const float t1 = state->spline_x[1]; + const float t2 = state->spline_x[2]; + + // sanity check to not divide by zero and clamp for not overshoot + float interval = t2 - t1; + if (interval <= 0) { + resulting_value = p1; + break; + } + float t = ((float)now_us - t1) / interval; + t = clip(t, 0.0f, 1.0f); + + // Tangents (Catmull-Rom) + float m1, m2; + float dt_m1 = state->spline_x[2] - state->spline_x[0]; + float dt_m2 = state->spline_x[3] - state->spline_x[1]; + + // Compute tangents safely + if (dt_m1 > 0) m1 = (state->spline_y[2] - state->spline_y[0]) / dt_m1; else m1 = 0; + if (dt_m2 > 0) m2 = (state->spline_y[3] - state->spline_y[1]) / dt_m2; else m2 = 0; + + // Scale tangents by interval + m1 *= interval; + m2 *= interval; + + // Hermite basis functions + float tSq = t * t; + float tCub = tSq * t; + float h_00 = 2*tCub - 3*tSq + 1; + float h_10 = tCub - 2*tSq + t; + float h_01 = -2*tCub + 3*tSq; + float h_11 = tCub - tSq; + + // Final interpolation + resulting_value = h_00 * p1 + h_10 * m1 + h_01 * p2 + h_11 * m2; + break; + } + } + return resulting_value; +} void EffectsCalculator::setGain(uint8_t gain) { @@ -526,8 +753,6 @@ void EffectsCalculator::setGain(uint8_t gain) uint8_t EffectsCalculator::getGain() { return global_gain; } - - /* * Read parameters from flash and restore settings */ @@ -580,6 +805,11 @@ void EffectsCalculator::restoreFlash() frictionPctSpeedToRampup = (effects & 0xff); } + // Read reconstruction parameters + if(Flash_Read(ADR_FFB_RECONSTRUCTION_FILTER, &effects)){ + reconFilterMode = (ReconFilterMode)(effects & 0x03); + } + } // Saves parameters to flash @@ -620,6 +850,9 @@ void EffectsCalculator::saveFlash() effects = frictionPctSpeedToRampup | (filterProfileId << 8); Flash_Write(ADR_FFB_EFFECTS3, effects); + // Save reconstruction parameters + effects = (uint16_t)(reconFilterMode); + Flash_Write(ADR_FFB_RECONSTRUCTION_FILTER, effects); } void EffectsCalculator::checkFilterCoeff(biquad_constant_t *filter, uint32_t freq,uint8_t q) @@ -717,7 +950,7 @@ std::string EffectsCalculator::listEffectsUsed(bool details,uint8_t axis){ } else { bool firstItem = true; - for (int i=0; i< 12; i++) { + for (int i=0;i < 12; i++) { if (!firstItem) effects_list += ", "; effects_list += "{\"max\":" + std::to_string(effects_stats[i].max[axis]); effects_list += ", \"curr\":" + std::to_string(effects_stats[i].current[axis]); @@ -945,6 +1178,15 @@ CommandStatus EffectsCalculator::command(const ParsedCommand& cmd,std::vector(cmd.val, 0, 3); + reconFilterMode = (ReconFilterMode)mode; + } + break; + default: return CommandStatus::NOT_FOUND; } diff --git a/Firmware/FFBoard/Src/HidFFB.cpp b/Firmware/FFBoard/Src/HidFFB.cpp index 5b12a41f7..4d74c3bf8 100644 --- a/Firmware/FFBoard/Src/HidFFB.cpp +++ b/Firmware/FFBoard/Src/HidFFB.cpp @@ -12,6 +12,10 @@ #include "cppmain.h" #include +#ifdef USE_DSP_FUNCTIONS +#include "arm_math.h" +#endif + HidFFB::HidFFB(std::shared_ptr ec,uint8_t axisCount) : effects_calc(ec), effects(ec->effects),axisCount(axisCount) { directionEnableMask = 1 << axisCount; // Direction enable bit is last bit after axis enable bits @@ -235,7 +239,8 @@ void HidFFB::set_constant_effect(FFB_SetConstantForce_Data_t* data){ cfUpdateEvent(); FFB_Effect& effect_p = effects[data->effectBlockIndex-1]; - effect_p.magnitude = data->magnitude; + //effect_p.magnitude = data->magnitude; + effects_calc->updateEffectReconstruction(&effect_p, (float)data->magnitude, 0.0f, false); // if(effect_p.state == 0){ // effect_p.state = 1; // Force start effect // } @@ -315,10 +320,16 @@ void HidFFB::set_effect(FFB_SetEffect_t* effect){ if(!overridesCondition){ - float phaseX = M_PI*2.0 * (effect->directionX/36000.0f); +#ifdef USE_DSP_FUNCTIONS + float phaseX = PI*2.0f * (effect->directionX/36000.0f); + effect_p->axisMagnitudes[0] = directionEnable ? arm_sin_f32(phaseX) : (effect->enableAxis & X_AXIS_ENABLE ? (effect->directionX - 18000.0f) / 18000.0f : 0); // Angular vector if dirEnable used otherwise linear or 0 if axis enabled + effect_p->axisMagnitudes[1] = directionEnable ? -arm_cos_f32(phaseX) : (effect->enableAxis & Y_AXIS_ENABLE ? -(effect->directionY - 18000.0f) / 18000.0f : 0); +#else + float phaseX = M_PI*2.0f * (effect->directionX/36000.0); effect_p->axisMagnitudes[0] = directionEnable ? sin(phaseX) : (effect->enableAxis & X_AXIS_ENABLE ? (effect->directionX - 18000.0f) / 18000.0f : 0); // Angular vector if dirEnable used otherwise linear or 0 if axis enabled effect_p->axisMagnitudes[1] = directionEnable ? -cos(phaseX) : (effect->enableAxis & Y_AXIS_ENABLE ? -(effect->directionY - 18000.0f) / 18000.0f : 0); +#endif } #if MAX_AXIS == 3 @@ -453,9 +464,11 @@ void HidFFB::set_periodic(FFB_SetPeriodic_Data_t* report){ FFB_Effect* effect = &effects[report->effectBlockIndex-1]; effect->period = clip(report->period,1,0x7fff); // Period is never 0 - effect->magnitude = report->magnitude; - effect->offset = report->offset; effect->phase = report->phase; + + effects_calc->updateEffectReconstruction(effect, (float)report->magnitude, (float)report->offset, true); + //effect->magnitude = report->magnitude; + //effect->offset = report->offset; //effect->counter = 0; } From 30e100677a148fab1429d0464d44643f4d6b3c89 Mon Sep 17 00:00:00 2001 From: Vincent MANOUKIAN <10980775+manoukianv@users.noreply.github.com> Date: Sat, 25 Apr 2026 11:26:59 +0200 Subject: [PATCH 63/87] feat: final TMC optimizations, project configs and build tools --- Firmware/FFBoard/Inc/MotorDriver.h | 84 ++++++------------- Firmware/FFBoard/Inc/ffb_defs.h | 23 ++++- Firmware/FFBoard/Inc/flash_helpers.h | 7 +- Firmware/FFBoard/Src/HidCommandInterface.cpp | 2 +- Firmware/FFBoard/UserExtensions/Inc/TMC4671.h | 25 +++++- .../UserExtensions/Inc/eeprom_addresses.h | 8 +- .../FFBoard/UserExtensions/Src/FFBHIDMain.cpp | 4 +- .../UserExtensions/Src/FFBoardMain.cpp | 2 +- .../FFBoard/UserExtensions/Src/TMC4671.cpp | 32 ++++++- .../UserExtensions/Src/eeprom_addresses.c | 8 ++ Firmware/Targets/F407VG/.cproject | 42 ++++++++-- .../.settings/stm32cubeide.project.prefs | 4 +- .../F407VG/Core/ThreadSafe/newlib_lock_glue.c | 12 +++ .../Targets/F407VG/OpenFFBoard_F407VG.ioc | 12 ++- Firmware/make_windows.ps1 | 34 ++++++++ Firmware/scripts/generate_memory.py | 8 +- Firmware/scripts/memory_map.csv | 9 ++ 17 files changed, 228 insertions(+), 88 deletions(-) create mode 100644 Firmware/make_windows.ps1 diff --git a/Firmware/FFBoard/Inc/MotorDriver.h b/Firmware/FFBoard/Inc/MotorDriver.h index 0141f7ec1..b643a66ac 100644 --- a/Firmware/FFBoard/Inc/MotorDriver.h +++ b/Firmware/FFBoard/Inc/MotorDriver.h @@ -2,26 +2,21 @@ * MotorDriver.h * * Created on: Feb 1, 2020 - * Author: Yannick + * Author: Yannick, Vincent */ #ifndef MOTORDRIVER_H_ #define MOTORDRIVER_H_ +#define MAX_SLEW_RATE 65535 + #include "cppmain.h" #include "ChoosableClass.h" #include "PersistentStorage.h" #include "Encoder.h" #include "memory" -#define MAX_SLEW_RATE 65535 - class Encoder; - -/** - * @brief Base class for all motor drivers. - * This class defines the interface for controlling a motor and optionally its integrated encoder. - */ class MotorDriver : public ChoosableClass{ public: MotorDriver(){}; @@ -32,75 +27,46 @@ class MotorDriver : public ChoosableClass{ const ClassType getClassType() override {return ClassType::Motordriver;}; static const std::vector> all_drivers; - /** - * @brief Sends a torque command to the motor. - * @param power The torque value (signed 16-bit). - */ + virtual void setupDriver(); virtual void turn(int16_t power); - /** - * @brief Stops the motor (torque = 0). - */ virtual void stopMotor(); - /** - * @brief Starts the motor driver. - */ virtual void startMotor(); - /** - * @brief Triggers an emergency stop. - * @param reset If true, resets the driver after stopping. - */ virtual void emergencyStop(bool reset = false); + virtual void setPowerLimit(uint16_t power){}; // specific motor driver manager power, this is used to send powerLimit to the driver, like TMC4671. + + // /** - * @brief Checks if the driver is ready to receive torque commands. - * @return true if ready, false otherwise. + * Slew rate calibration interface (no-op by default) + * If driver can't calibration the max slew rate will by MAX_SLEW_RATE (65535) + * @return false is the driver not implemented this process or true if calibration start */ - virtual bool motorReady(); - + virtual bool startSlewRateCalibration() { return false; }; /** - * @brief Gets the encoder managed by this driver. - * @return A pointer to the encoder instance. + * Check if calibration is in process + * @return the state of calibration process */ - virtual Encoder* getEncoder(); - - /** - * @brief Sets an external encoder for drivers that don't have an integrated one. - * @param encoder A shared pointer to the external encoder. - */ - virtual void setEncoder(std::shared_ptr& encoder){drvEncoder = encoder;} - - /** - * @brief Checks if the driver has an integrated encoder. - * @return true if integrated, false if external. - */ - virtual bool hasIntegratedEncoder(); - + virtual bool isSlewRateCalibrationInProgress() { return false; }; /** - * @brief Gets the hardware measured maximum slew rate of the driver. - * @return The maximum slew rate in units/ms. + * Get the value of the Slew Rate after a calibration + * @return */ - virtual uint32_t getDrvSlewRate() { return MAX_SLEW_RATE; } + virtual uint16_t getDrvSlewRate() { return MAX_SLEW_RATE; }; + + virtual bool motorReady(); // Returns true if the driver is active and ready to receive commands - /** - * @brief Starts a calibration procedure to measure the driver's max slew rate. - * @return true if calibration started successfully. - */ - virtual bool startSlewRateCalibration() { return false; } + virtual Encoder* getEncoder(); // Encoder is managed by the motor driver. Must always return an encoder /** - * @brief Performs initial setup and configuration of the driver. + * Can pass an external encoder if driver has no integrated encoder + * This allows a driver to get an external encoder assigned if it requires one and has the capability of using external encoders */ - virtual void setupDriver() {} - - /** - * @brief Sets the maximum power/current limit for the driver. - * @param power The power limit value. - */ - virtual void setPowerLimit(uint16_t power) {} + virtual void setEncoder(std::shared_ptr& encoder){drvEncoder = encoder;} + virtual bool hasIntegratedEncoder(); // Returns true if the driver has an integrated encoder. If false the axis will pass one to the driver protected: - std::shared_ptr drvEncoder = std::make_shared(); //!< Pointer to the encoder (integrated or external). + std::shared_ptr drvEncoder = std::make_shared(); // Dummy encoder }; diff --git a/Firmware/FFBoard/Inc/ffb_defs.h b/Firmware/FFBoard/Inc/ffb_defs.h index f6f0a8eef..ccce5f402 100644 --- a/Firmware/FFBoard/Inc/ffb_defs.h +++ b/Firmware/FFBoard/Inc/ffb_defs.h @@ -195,7 +195,25 @@ typedef struct } __attribute__((packed)) reportFFB_status_t; - +/** + * @brief Contient l'état et les tampons pour + * l'interpolation d'un seul paramètre (ex: magnitude ou offset). + */ +typedef struct +{ +#ifdef USE_DSP_FUNCTIONS + float32_t spline_x[4] = {0}; // Buffer time(en us) + float32_t spline_y[4] = {0}; // Buffer value + float32_t spline_y2[4] = {0}; // Buffer for Spline Natural + float32_t spline_scratch[8] = {0}; // Buffer for Spline Natural + arm_spline_instance_f32 spline_instance; // Instance pour CMSIS-DSP + bool spline_arm_initialized = false; // CMSIS-DSP initialized ? +#else + float spline_x[4] = {0}; // Buffer time(en us) + float spline_y[4] = {0}; // Buffer value +#endif + bool isSplineReady = false; // Le tampon est-il plein ? +} ReconFilterState; typedef struct { @@ -333,6 +351,9 @@ typedef struct uint16_t samplePeriod = 0; bool useEnvelope = false; bool useSingleCondition = true; + + ReconFilterState recon_magnitude; // State pour Magnitude (ou Amplitude) + ReconFilterState recon_offset; // State pour Offset (périodiques) } FFB_Effect; diff --git a/Firmware/FFBoard/Inc/flash_helpers.h b/Firmware/FFBoard/Inc/flash_helpers.h index 68961e711..09fab245d 100644 --- a/Firmware/FFBoard/Inc/flash_helpers.h +++ b/Firmware/FFBoard/Inc/flash_helpers.h @@ -2,7 +2,7 @@ * flash_helpers.h * * Created on: 31.01.2020 - * Author: Yannick + * Author: Yannick, Vincent */ #ifndef FLASH_HELPERS_H_ @@ -32,6 +32,11 @@ bool Flash_ReadWriteDefault(uint16_t adr,uint16_t *buf,uint16_t def); // returns void Flash_Dump(std::vector> *result,bool includeAll = false); bool Flash_Format(); +#ifdef COGGING_TABLE_FLASH_START_ADDRESS +bool Flash_WriteCoggingTable(uint8_t table_idx, int16_t* data); +bool Flash_ReadCoggingTable(uint8_t table_idx, int16_t* data); +#endif + bool OTP_Write(uint16_t adroffset,uint64_t dat); bool OTP_Read(uint16_t adroffset,uint64_t* dat); diff --git a/Firmware/FFBoard/Src/HidCommandInterface.cpp b/Firmware/FFBoard/Src/HidCommandInterface.cpp index 418c3a032..9dbbbc6ca 100644 --- a/Firmware/FFBoard/Src/HidCommandInterface.cpp +++ b/Firmware/FFBoard/Src/HidCommandInterface.cpp @@ -193,7 +193,7 @@ void HID_CommandInterface::hidCmdCallback(HID_CMD_Data_t* data){ for(CommandHandler* handler : handlers){ ParsedCommand newCmd = cmd; newCmd.target = handler; - if(newCmd.target == nullptr || !(cmd.target->isValidCommandId(cmd.cmdId, CMDFLAG_STR_ONLY))){ + if(newCmd.target == nullptr || !(newCmd.target->isValidCommandId(cmd.cmdId, CMDFLAG_STR_ONLY))){ data->type = HidCmdType::notFound; //sendHidCmd(data); // Send back error this->outBuffer.push_back(*data); diff --git a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h index fdde1fa2b..222da9e6b 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h +++ b/Firmware/FFBoard/UserExtensions/Inc/TMC4671.h @@ -2,7 +2,7 @@ * TMC4671.h * * Created on: Feb 1, 2020 - * Author: Yannick + * Author: Yannick, Vincent */ #ifndef TMC4671_H_ @@ -235,7 +235,7 @@ struct TMC4671PIDConf{ struct TMC4671Limits{ uint16_t pid_torque_flux_ddt = 32767; uint16_t pid_uq_ud = 30000; - uint16_t pid_torque_flux = 32767; + uint16_t pid_torque_flux = 30000; uint32_t pid_acc_lim = 2147483647; uint32_t pid_vel_lim = 2147483647; int32_t pid_pos_low = -2147483647; @@ -345,6 +345,17 @@ class TMC4671Biquad{ } TMC4671Biquad(const TMC4671Biquad_t bq) : params(bq){} TMC4671Biquad(const Biquad& bq,bool enable = true){ +#ifdef USE_DSP_FUNCTIONS + const float* coeffs = bq.getCoeffs(); + // coeffs is in order {b0, b1, b2, -a1, -a2} + // TMC expects {b0, b1, b2, a1, a2} with a1 and a2 negated + this->params.b0 = (int32_t)(coeffs[0] * (float)(1 << 29)); + this->params.b1 = (int32_t)(coeffs[1] * (float)(1 << 29)); + this->params.b2 = (int32_t)(coeffs[2] * (float)(1 << 29)); + this->params.a1 = (int32_t)(coeffs[3] * (float)(1 << 29)); + this->params.a2 = (int32_t)(coeffs[4] * (float)(1 << 29)); + this->params.enable = bq.getFc() > 0 ? enable : false; +#else // Note: trinamic swapped the naming of b and a from the regular convention in the datasheet and a and b are possibly inverse to b in our filter class this->params.a1 = -(int32_t)(bq.b1 * (float)(1 << 29)); this->params.a2 = -(int32_t)(bq.b2 * (float)(1 << 29)); @@ -352,6 +363,7 @@ class TMC4671Biquad{ this->params.b1 = (int32_t)(bq.a1 * (float)(1 << 29)); this->params.b2 = (int32_t)(bq.a2 * (float)(1 << 29)); this->params.enable = bq.getFc() > 0 ? enable : false; +#endif } void enable(bool enable){ params.enable = enable; @@ -412,6 +424,7 @@ friend class TMCDebugBridge; TMC4671MainConfig conf; + void setupDriver(); bool initialize(); void initializeWithPower(); @@ -485,15 +498,20 @@ friend class TMCDebugBridge; void stopMotor(); void startMotor(); + void setPowerLimit(uint16_t power) override; + void emergencyStop(bool reset); bool emergency = false; bool estopTriggered = false; void turn(int16_t power); + + int16_t getVelocityControllerTorque(); int16_t nextFlux = 0; int16_t idleFlux = 0; uint16_t maxOffsetFlux = 0; int16_t bangInitPower = 5000; // Default current in setup routines + uint16_t maxPowerAxis = 0; int16_t controlFluxDissipate(); const float fluxDissipationLimit = 1000; @@ -629,6 +647,7 @@ friend class TMCDebugBridge; static std::span tmc4671_hw_configs; // Can override in external target file private: + uint8_t drv_address = 0; OutputPin enablePin = OutputPin(*DRV_ENABLE_GPIO_Port,DRV_ENABLE_Pin); const Error indexNotHitError = Error(ErrorCode::encoderIndexMissed,ErrorType::critical,"Encoder index missed"); const Error lowVoltageError = Error(ErrorCode::undervoltage,ErrorType::warning,"Low motor voltage"); @@ -737,5 +756,3 @@ class TMC_2 : public TMC4671 { }; #endif #endif /* TMC4671_H_ */ - - diff --git a/Firmware/FFBoard/UserExtensions/Inc/eeprom_addresses.h b/Firmware/FFBoard/UserExtensions/Inc/eeprom_addresses.h index d05638476..bed80e3af 100644 --- a/Firmware/FFBoard/UserExtensions/Inc/eeprom_addresses.h +++ b/Firmware/FFBoard/UserExtensions/Inc/eeprom_addresses.h @@ -13,11 +13,11 @@ #include "main.h" // Change this to the amount of currently registered variables -#define NB_OF_VAR 164 +#define NB_OF_VAR 168 extern const uint16_t VirtAddVarTab[NB_OF_VAR]; // Amount of variables in exportable list -#define NB_EXPORTABLE_ADR 149 +#define NB_EXPORTABLE_ADR 153 extern const uint16_t exportableFlashAddresses[NB_EXPORTABLE_ADR]; @@ -88,6 +88,7 @@ uint16_t EE_ReadVariable(uint16_t VirtAddress, uint16_t* Data) will return 1 if #define ADR_FFB_EFFECTS1 0x284 // 0-7 inertia, 8-15 friction #define ADR_FFB_EFFECTS2 0x285 // 0-7 spring, 8-15 damper #define ADR_FFB_EFFECTS3 0x286 // 0-7 friction ramp up zone, 8-9 filterProfile +#define ADR_FFB_RECONSTRUCTION_FILTER 0x287 // 0-1 recon filter mode // Button Sources: #define ADR_ADS111X_CONF1 0x290 // How many axis configured 1-3 @@ -98,6 +99,7 @@ uint16_t EE_ReadVariable(uint16_t VirtAddress, uint16_t* Data) will return 1 if #define ADR_AXIS1_DEGREES 0x303 #define ADR_AXIS1_MAX_SPEED 0x304 // Store the max speed #define ADR_AXIS1_MAX_ACCEL 0x305 // Store the max accel +#define ADR_AXIS1_MAX_SLEWRATE_DRV 0x306 // Max slew rate for drv #define ADR_AXIS1_ENDSTOP 0x307 // 0-7 endstop margin, 8-15 endstop stiffness #define ADR_AXIS1_EFFECTS1 0x308 // 0-7 idlespring, 8-15 damper #define ADR_AXIS1_SPEEDACCEL_FILTER 0x309 // Speed/Accel filter Lowpass profile @@ -124,6 +126,7 @@ uint16_t EE_ReadVariable(uint16_t VirtAddress, uint16_t* Data) will return 1 if #define ADR_AXIS2_DEGREES 0x343 #define ADR_AXIS2_MAX_SPEED 0x344 // Store the max speed #define ADR_AXIS2_MAX_ACCEL 0x345 // Store the max accel +#define ADR_AXIS2_MAX_SLEWRATE_DRV 0x346 // Max slew rate for drv #define ADR_AXIS2_ENDSTOP 0x347 // 0-7 endstop margin, 8-15 endstop stiffness #define ADR_AXIS2_EFFECTS1 0x348 // 0-7 idlespring, 8-15 damper #define ADR_AXIS2_SPEEDACCEL_FILTER 0x349 // Speed/Accel filter Lowpass profile @@ -150,6 +153,7 @@ uint16_t EE_ReadVariable(uint16_t VirtAddress, uint16_t* Data) will return 1 if #define ADR_AXIS3_DEGREES 0x383 #define ADR_AXIS3_MAX_SPEED 0x384 // Store the max speed #define ADR_AXIS3_MAX_ACCEL 0x385 // Store the max accel +#define ADR_AXIS3_MAX_SLEWRATE_DRV 0x386 // Max slew rate for drv #define ADR_AXIS3_ENDSTOP 0x387 // 0-7 endstop margin, 8-15 endstop stiffness #define ADR_AXIS3_EFFECTS1 0x388 // 0-7 idlespring, 8-15 damper #define ADR_AXIS3_SPEEDACCEL_FILTER 0x389 // Speed/Accel filter Lowpass profile diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp index 13934f2e9..031b769e0 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBHIDMain.cpp @@ -2,7 +2,7 @@ * FFBWheel.cpp * * Created on: 31.01.2020 - * Author: Yannick / Lidders + * Author: Yannick / Lidders / Vincent */ #include @@ -29,7 +29,7 @@ const FFBHIDMain::FFB_update_rates FFBHIDMain::ffbrates; // Default rates * setFFBEffectsCalc must be called in constructor of derived class to finish the setup */ FFBHIDMain::FFBHIDMain(uint8_t axisCount,bool hidAxis32b) : - Thread("FFBMAIN", 256, 30), + Thread("FFBMAIN", 312, 30), SelectableInputs(ButtonSource::all_buttonsources,AnalogSource::all_analogsources), axisCount(axisCount),hidAxis32b(hidAxis32b) { diff --git a/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp b/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp index 83c42dd0e..a3c9b559f 100644 --- a/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/FFBoardMain.cpp @@ -2,7 +2,7 @@ * FFBoardMain.cpp * * Created on: 23.01.2020 - * Author: Yannick + * Author: Yannick, Vincent */ #include "FFBoardMain.h" diff --git a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp index 1d7be6823..55c824792 100644 --- a/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp +++ b/Firmware/FFBoard/UserExtensions/Src/TMC4671.cpp @@ -2,7 +2,7 @@ * TMC4671.cpp * * Created on: Feb 1, 2020 - * Author: Yannick + * Author: Yannick, Vincent */ #include "TMC4671.h" @@ -49,6 +49,7 @@ ClassIdentifier TMC4671::info = { TMC4671::TMC4671(SPIPort& spiport,OutputPin cspin,uint8_t address) : CommandHandler("tmc", CLSID_MOT_TMC0,address-1), SPIDevice{motor_spi,cspin},Thread("TMC", TMC_THREAD_MEM, TMC_THREAD_PRIO) { + this->drv_address = address; CommandHandler::setCommandsEnabled(false); setAddress(address); registerCommands(); @@ -239,6 +240,18 @@ int32_t TMC4671::getTmcVM(){ return ((float)agpiA_VM * conf.hwconf.vmScaler) * 1000; } +void TMC4671::setupDriver() { + // Configuration specific to TMC4671 upon starting the motor + // The power limit is set by the Axis class via setPowerLimit during initialization. + + this->setExternalEncoderAllowed(true); + this->restoreFlash(); + this->setLimits(curLimits); + + // Start driver + this->setMotionMode(MotionMode::torque); + this->Start(); // Start thread +} /** * Sets all parameters of the driver at startup. Only has to be called once when the driver is detected @@ -2046,8 +2059,11 @@ void TMC4671::setTorque(int16_t torque){ if(curMotionMode != MotionMode::torque){ setMotionMode(MotionMode::torque,true); } - updateReg(0x64,torque,0xffff,16); + + // Update main torque setpoint + updateReg(0x64, torque, 0xffff, 16); } + int16_t TMC4671::getTorque(){ return readReg(0x64) >> 16; } @@ -2068,10 +2084,16 @@ void TMC4671::setFluxTorque(int16_t flux, int16_t torque){ #ifdef TMC4671_TORQUE_USE_ASYNC writeRegAsync(0x64, (flux & 0xffff) | (torque << 16)); #else + // Update main flux and torque setpoints writeReg(0x64, (flux & 0xffff) | (torque << 16)); #endif } +int16_t TMC4671::getVelocityControllerTorque(){ + writeReg(0x6F, 4); // INTERIM_ADDR = 4 for PIDOUT_TARGET_TORQUE + return (int16_t)readReg(0x6E); // Read from INTERIM_DATA +} + void TMC4671::setFluxTorqueFF(int16_t flux, int16_t torque){ if(curMotionMode != MotionMode::torque){ setMotionMode(MotionMode::torque,true); @@ -2123,6 +2145,11 @@ void TMC4671::setUqUdLimit(uint16_t limit){ writeReg(0x5D, limit); } +void TMC4671::setPowerLimit(uint16_t power) { + maxPowerAxis = power; + setTorqueLimit(power); +} + void TMC4671::setTorqueLimit(uint16_t limit){ this->curLimits.pid_torque_flux = limit; bangInitPower = (float)limit*0.75; @@ -3105,7 +3132,6 @@ CommandStatus TMC4671::command(const ParsedCommand& cmd,std::vector @@ -106,6 +108,7 @@ +

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+/****************************************************************************** + * @file arm_math.h + * @brief Public header file for CMSIS DSP Library + * @version V1.7.0 + * @date 18. March 2019 + ******************************************************************************/ +/* + * Copyright (c) 2010-2019 Arm Limited or its affiliates. All rights reserved. + * + * SPDX-License-Identifier: Apache-2.0 + * + * Licensed under the Apache License, Version 2.0 (the License); you may + * not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an AS IS BASIS, WITHOUT + * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** + \mainpage CMSIS DSP Software Library + * + * Introduction + * ------------ + * + * This user manual describes the CMSIS DSP software library, + * a suite of common signal processing functions for use on Cortex-M and Cortex-A processor + * based devices. + * + * The library is divided into a number of functions each covering a specific category: + * - Basic math functions + * - Fast math functions + * - Complex math functions + * - Filtering functions + * - Matrix functions + * - Transform functions + * - Motor control functions + * - Statistical functions + * - Support functions + * - Interpolation functions + * - Support Vector Machine functions (SVM) + * - Bayes classifier functions + * - Distance functions + * + * The library has generally separate functions for operating on 8-bit integers, 16-bit integers, + * 32-bit integer and 32-bit floating-point values. + * + * Using the Library + * ------------ + * + * The library installer contains prebuilt versions of the libraries in the Lib folder. + * + * Here is the list of pre-built libraries : + * - arm_cortexM7lfdp_math.lib (Cortex-M7, Little endian, Double Precision Floating Point Unit) + * - arm_cortexM7bfdp_math.lib (Cortex-M7, Big endian, Double Precision Floating Point Unit) + * - arm_cortexM7lfsp_math.lib (Cortex-M7, Little endian, Single Precision Floating Point Unit) + * - arm_cortexM7bfsp_math.lib (Cortex-M7, Big endian and Single Precision Floating Point Unit on) + * - arm_cortexM7l_math.lib (Cortex-M7, Little endian) + * - arm_cortexM7b_math.lib (Cortex-M7, Big endian) + * - arm_cortexM4lf_math.lib (Cortex-M4, Little endian, Floating Point Unit) + * - arm_cortexM4bf_math.lib (Cortex-M4, Big endian, Floating Point Unit) + * - arm_cortexM4l_math.lib (Cortex-M4, Little endian) + * - arm_cortexM4b_math.lib (Cortex-M4, Big endian) + * - arm_cortexM3l_math.lib (Cortex-M3, Little endian) + * - arm_cortexM3b_math.lib (Cortex-M3, Big endian) + * - arm_cortexM0l_math.lib (Cortex-M0 / Cortex-M0+, Little endian) + * - arm_cortexM0b_math.lib (Cortex-M0 / Cortex-M0+, Big endian) + * - arm_ARMv8MBLl_math.lib (Armv8-M Baseline, Little endian) + * - arm_ARMv8MMLl_math.lib (Armv8-M Mainline, Little endian) + * - arm_ARMv8MMLlfsp_math.lib (Armv8-M Mainline, Little endian, Single Precision Floating Point Unit) + * - arm_ARMv8MMLld_math.lib (Armv8-M Mainline, Little endian, DSP instructions) + * - arm_ARMv8MMLldfsp_math.lib (Armv8-M Mainline, Little endian, DSP instructions, Single Precision Floating Point Unit) + * + * The library functions are declared in the public file arm_math.h which is placed in the Include folder. + * Simply include this file and link the appropriate library in the application and begin calling the library functions. The Library supports single + * public header file arm_math.h for Cortex-M cores with little endian and big endian. Same header file will be used for floating point unit(FPU) variants. + * + * + * Examples + * -------- + * + * The library ships with a number of examples which demonstrate how to use the library functions. + * + * Toolchain Support + * ------------ + * + * The library is now tested on Fast Models building with cmake. + * Core M0, M7, A5 are tested. + * + * + * + * Building the Library + * ------------ + * + * The library installer contains a project file to rebuild libraries on MDK toolchain in the CMSIS\\DSP\\Projects\\ARM folder. + * - arm_cortexM_math.uvprojx + * + * + * The libraries can be built by opening the arm_cortexM_math.uvprojx project in MDK-ARM, selecting a specific target, and defining the optional preprocessor macros detailed above. + * + * There is also a work in progress cmake build. The README file is giving more details. + * + * Preprocessor Macros + * ------------ + * + * Each library project have different preprocessor macros. + * + * - ARM_MATH_BIG_ENDIAN: + * + * Define macro ARM_MATH_BIG_ENDIAN to build the library for big endian targets. By default library builds for little endian targets. + * + * - ARM_MATH_MATRIX_CHECK: + * + * Define macro ARM_MATH_MATRIX_CHECK for checking on the input and output sizes of matrices + * + * - ARM_MATH_ROUNDING: + * + * Define macro ARM_MATH_ROUNDING for rounding on support functions + * + * - ARM_MATH_LOOPUNROLL: + * + * Define macro ARM_MATH_LOOPUNROLL to enable manual loop unrolling in DSP functions + * + * - ARM_MATH_NEON: + * + * Define macro ARM_MATH_NEON to enable Neon versions of the DSP functions. + * It is not enabled by default when Neon is available because performances are + * dependent on the compiler and target architecture. + * + * - ARM_MATH_NEON_EXPERIMENTAL: + * + * Define macro ARM_MATH_NEON_EXPERIMENTAL to enable experimental Neon versions of + * of some DSP functions. Experimental Neon versions currently do not have better + * performances than the scalar versions. + * + * - ARM_MATH_HELIUM: + * + * It implies the flags ARM_MATH_MVEF and ARM_MATH_MVEI and ARM_MATH_FLOAT16. + * + * - ARM_MATH_MVEF: + * + * Select Helium versions of the f32 algorithms. + * It implies ARM_MATH_FLOAT16 and ARM_MATH_MVEI. + * + * - ARM_MATH_MVEI: + * + * Select Helium versions of the int and fixed point algorithms. + * + * - ARM_MATH_FLOAT16: + * + * Float16 implementations of some algorithms (Requires MVE extension). + * + *

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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright {yyyy} {name of copyright owner} + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/Firmware/Targets/F407VG_DISCO/Middlewares/ST/ARM/DSP/Inc/arm_math.h b/Firmware/Targets/F407VG_DISCO/Middlewares/ST/ARM/DSP/Inc/arm_math.h new file mode 100644 index 000000000..48bee62cd --- /dev/null +++ b/Firmware/Targets/F407VG_DISCO/Middlewares/ST/ARM/DSP/Inc/arm_math.h @@ -0,0 +1,8970 @@ +/****************************************************************************** + * @file arm_math.h + * @brief Public header file for CMSIS DSP Library + * @version V1.7.0 + * @date 18. March 2019 + ******************************************************************************/ +/* + * Copyright (c) 2010-2019 Arm Limited or its affiliates. All rights reserved. + * + * SPDX-License-Identifier: Apache-2.0 + * + * Licensed under the Apache License, Version 2.0 (the License); you may + * not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an AS IS BASIS, WITHOUT + * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** + \mainpage CMSIS DSP Software Library + * + * Introduction + * ------------ + * + * This user manual describes the CMSIS DSP software library, + * a suite of common signal processing functions for use on Cortex-M and Cortex-A processor + * based devices. + * + * The library is divided into a number of functions each covering a specific category: + * - Basic math functions + * - Fast math functions + * - Complex math functions + * - Filtering functions + * - Matrix functions + * - Transform functions + * - Motor control functions + * - Statistical functions + * - Support functions + * - Interpolation functions + * - Support Vector Machine functions (SVM) + * - Bayes classifier functions + * - Distance functions + * + * The library has generally separate functions for operating on 8-bit integers, 16-bit integers, + * 32-bit integer and 32-bit floating-point values. + * + * Using the Library + * ------------ + * + * The library installer contains prebuilt versions of the libraries in the Lib folder. + * + * Here is the list of pre-built libraries : + * - arm_cortexM7lfdp_math.lib (Cortex-M7, Little endian, Double Precision Floating Point Unit) + * - arm_cortexM7bfdp_math.lib (Cortex-M7, Big endian, Double Precision Floating Point Unit) + * - arm_cortexM7lfsp_math.lib (Cortex-M7, Little endian, Single Precision Floating Point Unit) + * - arm_cortexM7bfsp_math.lib (Cortex-M7, Big endian and Single Precision Floating Point Unit on) + * - arm_cortexM7l_math.lib (Cortex-M7, Little endian) + * - arm_cortexM7b_math.lib (Cortex-M7, Big endian) + * - arm_cortexM4lf_math.lib (Cortex-M4, Little endian, Floating Point Unit) + * - arm_cortexM4bf_math.lib (Cortex-M4, Big endian, Floating Point Unit) + * - arm_cortexM4l_math.lib (Cortex-M4, Little endian) + * - arm_cortexM4b_math.lib (Cortex-M4, Big endian) + * - arm_cortexM3l_math.lib (Cortex-M3, Little endian) + * - arm_cortexM3b_math.lib (Cortex-M3, Big endian) + * - arm_cortexM0l_math.lib (Cortex-M0 / Cortex-M0+, Little endian) + * - arm_cortexM0b_math.lib (Cortex-M0 / Cortex-M0+, Big endian) + * - arm_ARMv8MBLl_math.lib (Armv8-M Baseline, Little endian) + * - arm_ARMv8MMLl_math.lib (Armv8-M Mainline, Little endian) + * - arm_ARMv8MMLlfsp_math.lib (Armv8-M Mainline, Little endian, Single Precision Floating Point Unit) + * - arm_ARMv8MMLld_math.lib (Armv8-M Mainline, Little endian, DSP instructions) + * - arm_ARMv8MMLldfsp_math.lib (Armv8-M Mainline, Little endian, DSP instructions, Single Precision Floating Point Unit) + * + * The library functions are declared in the public file arm_math.h which is placed in the Include folder. + * Simply include this file and link the appropriate library in the application and begin calling the library functions. The Library supports single + * public header file arm_math.h for Cortex-M cores with little endian and big endian. Same header file will be used for floating point unit(FPU) variants. + * + * + * Examples + * -------- + * + * The library ships with a number of examples which demonstrate how to use the library functions. + * + * Toolchain Support + * ------------ + * + * The library is now tested on Fast Models building with cmake. + * Core M0, M7, A5 are tested. + * + * + * + * Building the Library + * ------------ + * + * The library installer contains a project file to rebuild libraries on MDK toolchain in the CMSIS\\DSP\\Projects\\ARM folder. + * - arm_cortexM_math.uvprojx + * + * + * The libraries can be built by opening the arm_cortexM_math.uvprojx project in MDK-ARM, selecting a specific target, and defining the optional preprocessor macros detailed above. + * + * There is also a work in progress cmake build. The README file is giving more details. + * + * Preprocessor Macros + * ------------ + * + * Each library project have different preprocessor macros. + * + * - ARM_MATH_BIG_ENDIAN: + * + * Define macro ARM_MATH_BIG_ENDIAN to build the library for big endian targets. By default library builds for little endian targets. + * + * - ARM_MATH_MATRIX_CHECK: + * + * Define macro ARM_MATH_MATRIX_CHECK for checking on the input and output sizes of matrices + * + * - ARM_MATH_ROUNDING: + * + * Define macro ARM_MATH_ROUNDING for rounding on support functions + * + * - ARM_MATH_LOOPUNROLL: + * + * Define macro ARM_MATH_LOOPUNROLL to enable manual loop unrolling in DSP functions + * + * - ARM_MATH_NEON: + * + * Define macro ARM_MATH_NEON to enable Neon versions of the DSP functions. + * It is not enabled by default when Neon is available because performances are + * dependent on the compiler and target architecture. + * + * - ARM_MATH_NEON_EXPERIMENTAL: + * + * Define macro ARM_MATH_NEON_EXPERIMENTAL to enable experimental Neon versions of + * of some DSP functions. Experimental Neon versions currently do not have better + * performances than the scalar versions. + * + * - ARM_MATH_HELIUM: + * + * It implies the flags ARM_MATH_MVEF and ARM_MATH_MVEI and ARM_MATH_FLOAT16. + * + * - ARM_MATH_MVEF: + * + * Select Helium versions of the f32 algorithms. + * It implies ARM_MATH_FLOAT16 and ARM_MATH_MVEI. + * + * - ARM_MATH_MVEI: + * + * Select Helium versions of the int and fixed point algorithms. + * + * - ARM_MATH_FLOAT16: + * + * Float16 implementations of some algorithms (Requires MVE extension). + * + *

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