commit 7ee91a250bf0fed0a26198f1518d86e869037fd3 Author: Solomon Peachy Date: Sat Aug 3 08:48:31 2013 -0400 stm32: Add CMSIS/STD Libraries for: F0, F1, F2, F30x/31x, F37x, F4, L1, W1 Also add CPAL and USB_FS drivers. diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d5fc5f8 --- /dev/null +++ b/.gitattributes @@ -0,0 +1 @@ +*.tar.* filter=lfs diff=lfs merge=lfs -text diff --git a/libs/CMSIS/CMSIS END USER LICENCE AGREEMENT.pdf b/libs/CMSIS/CMSIS END USER LICENCE AGREEMENT.pdf new file mode 100644 index 0000000..c8feab4 Binary files /dev/null and b/libs/CMSIS/CMSIS END USER LICENCE AGREEMENT.pdf differ diff --git a/libs/CMSIS/DSP_Lib/Examples/Common/Include/math_helper.h b/libs/CMSIS/DSP_Lib/Examples/Common/Include/math_helper.h new file mode 100644 index 0000000..fcf4fa4 --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/Common/Include/math_helper.h @@ -0,0 +1,53 @@ +/* ---------------------------------------------------------------------- +* Copyright (C) 2010 ARM Limited. All rights reserved. +* +* $Date: 29. November 2010 +* $Revision: V1.0.3 +* +* Project: CMSIS DSP Library +* +* Title: math_helper.h +* +* +* Description: Prototypes of all helper functions required. +* +* Target Processor: Cortex-M4/Cortex-M3 +* +* Version 1.0.3 2010/11/29 +* Re-organized the CMSIS folders and updated documentation. +* +* Version 1.0.2 2010/11/11 +* Documentation updated. +* +* Version 1.0.1 2010/10/05 +* Production release and review comments incorporated. +* +* Version 1.0.0 2010/09/20 +* Production release and review comments incorporated. +* +* Version 0.0.7 2010/06/10 +* Misra-C changes done +* -------------------------------------------------------------------- */ + + +#include "arm_math.h" + +#ifndef MATH_HELPER_H +#define MATH_HELPER_H + +float arm_snr_f32(float *pRef, float *pTest, uint32_t buffSize); +void arm_float_to_q12_20(float *pIn, q31_t * pOut, uint32_t numSamples); +void arm_provide_guard_bits_q15(q15_t *input_buf, uint32_t blockSize, uint32_t guard_bits); +void arm_provide_guard_bits_q31(q31_t *input_buf, uint32_t blockSize, uint32_t guard_bits); +void arm_float_to_q14(float *pIn, q15_t *pOut, uint32_t numSamples); +void arm_float_to_q29(float *pIn, q31_t *pOut, uint32_t numSamples); +void arm_float_to_q28(float *pIn, q31_t *pOut, uint32_t numSamples); +void arm_float_to_q30(float *pIn, q31_t *pOut, uint32_t numSamples); +void arm_clip_f32(float *pIn, uint32_t numSamples); +uint32_t arm_calc_guard_bits(uint32_t num_adds); +void arm_apply_guard_bits (float32_t * pIn, uint32_t numSamples, uint32_t guard_bits); +uint32_t arm_compare_fixed_q15(q15_t *pIn, q15_t * pOut, uint32_t numSamples); +uint32_t arm_compare_fixed_q31(q31_t *pIn, q31_t *pOut, uint32_t numSamples); +uint32_t arm_calc_2pow(uint32_t guard_bits); +#endif + diff --git a/libs/CMSIS/DSP_Lib/Examples/Common/Source/math_helper.c b/libs/CMSIS/DSP_Lib/Examples/Common/Source/math_helper.c new file mode 100644 index 0000000..976ca2d --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/Common/Source/math_helper.c @@ -0,0 +1,447 @@ +/* ---------------------------------------------------------------------- +* Copyright (C) 2010 ARM Limited. All rights reserved. +* +* $Date: 29. November 2010 +* $Revision: V1.0.3 +* +* Project: CMSIS DSP Library +* +* Title: math_helper.c +* +* Description: Definition of all helper functions required. +* +* Target Processor: Cortex-M4/Cortex-M3 +* +* Version 1.0.3 2010/11/29 +* Re-organized the CMSIS folders and updated documentation. +* +* Version 1.0.2 2010/11/11 +* Documentation updated. +* +* Version 1.0.1 2010/10/05 +* Production release and review comments incorporated. +* +* Version 1.0.0 2010/09/20 +* Production release and review comments incorporated. +* +* Version 0.0.7 2010/06/10 +* Misra-C changes done +* -------------------------------------------------------------------- */ + +/* ---------------------------------------------------------------------- +* Include standard header files +* -------------------------------------------------------------------- */ +#include + +/* ---------------------------------------------------------------------- +* Include project header files +* -------------------------------------------------------------------- */ +#include "math_helper.h" + +/** + * @brief Caluclation of SNR + * @param float* Pointer to the reference buffer + * @param float* Pointer to the test buffer + * @param uint32_t total number of samples + * @return float SNR + * The function Caluclates signal to noise ratio for the reference output + * and test output + */ + +float arm_snr_f32(float *pRef, float *pTest, uint32_t buffSize) +{ + float EnergySignal = 0.0, EnergyError = 0.0; + uint32_t i; + float SNR; + int temp; + int *test; + + for (i = 0; i < buffSize; i++) + { + /* Checking for a NAN value in pRef array */ + test = (int *)(&pRef[i]); + temp = *test; + + if(temp == 0x7FC00000) + { + return(0); + } + + /* Checking for a NAN value in pTest array */ + test = (int *)(&pTest[i]); + temp = *test; + + if(temp == 0x7FC00000) + { + return(0); + } + EnergySignal += pRef[i] * pRef[i]; + EnergyError += (pRef[i] - pTest[i]) * (pRef[i] - pTest[i]); + } + + /* Checking for a NAN value in EnergyError */ + test = (int *)(&EnergyError); + temp = *test; + + if(temp == 0x7FC00000) + { + return(0); + } + + + SNR = 10 * log10 (EnergySignal / EnergyError); + + return (SNR); + +} + + +/** + * @brief Provide guard bits for Input buffer + * @param q15_t* Pointer to input buffer + * @param uint32_t blockSize + * @param uint32_t guard_bits + * @return none + * The function Provides the guard bits for the buffer + * to avoid overflow + */ + +void arm_provide_guard_bits_q15 (q15_t * input_buf, uint32_t blockSize, + uint32_t guard_bits) +{ + uint32_t i; + + for (i = 0; i < blockSize; i++) + { + input_buf[i] = input_buf[i] >> guard_bits; + } +} + +/** + * @brief Converts float to fixed in q12.20 format + * @param uint32_t number of samples in the buffer + * @return none + * The function converts floating point values to fixed point(q12.20) values + */ + +void arm_float_to_q12_20(float *pIn, q31_t * pOut, uint32_t numSamples) +{ + uint32_t i; + + for (i = 0; i < numSamples; i++) + { + /* 1048576.0f corresponds to pow(2, 20) */ + pOut[i] = (q31_t) (pIn[i] * 1048576.0f); + + pOut[i] += pIn[i] > 0 ? 0.5 : -0.5; + + if (pIn[i] == (float) 1.0) + { + pOut[i] = 0x000FFFFF; + } + } +} + +/** + * @brief Compare MATLAB Reference Output and ARM Test output + * @param q15_t* Pointer to Ref buffer + * @param q15_t* Pointer to Test buffer + * @param uint32_t number of samples in the buffer + * @return none + */ + +uint32_t arm_compare_fixed_q15(q15_t *pIn, q15_t * pOut, uint32_t numSamples) +{ + uint32_t i; + int32_t diff, diffCrnt = 0; + uint32_t maxDiff = 0; + + for (i = 0; i < numSamples; i++) + { + diff = pIn[i] - pOut[i]; + diffCrnt = (diff > 0) ? diff : -diff; + + if(diffCrnt > maxDiff) + { + maxDiff = diffCrnt; + } + } + + return(maxDiff); +} + +/** + * @brief Compare MATLAB Reference Output and ARM Test output + * @param q31_t* Pointer to Ref buffer + * @param q31_t* Pointer to Test buffer + * @param uint32_t number of samples in the buffer + * @return none + */ + +uint32_t arm_compare_fixed_q31(q31_t *pIn, q31_t * pOut, uint32_t numSamples) +{ + uint32_t i; + int32_t diff, diffCrnt = 0; + uint32_t maxDiff = 0; + + for (i = 0; i < numSamples; i++) + { + diff = pIn[i] - pOut[i]; + diffCrnt = (diff > 0) ? diff : -diff; + + if(diffCrnt > maxDiff) + { + maxDiff = diffCrnt; + } + } + + return(maxDiff); +} + +/** + * @brief Provide guard bits for Input buffer + * @param q31_t* Pointer to input buffer + * @param uint32_t blockSize + * @param uint32_t guard_bits + * @return none + * The function Provides the guard bits for the buffer + * to avoid overflow + */ + +void arm_provide_guard_bits_q31 (q31_t * input_buf, + uint32_t blockSize, + uint32_t guard_bits) +{ + uint32_t i; + + for (i = 0; i < blockSize; i++) + { + input_buf[i] = input_buf[i] >> guard_bits; + } +} + +/** + * @brief Provide guard bits for Input buffer + * @param q31_t* Pointer to input buffer + * @param uint32_t blockSize + * @param uint32_t guard_bits + * @return none + * The function Provides the guard bits for the buffer + * to avoid overflow + */ + +void arm_provide_guard_bits_q7 (q7_t * input_buf, + uint32_t blockSize, + uint32_t guard_bits) +{ + uint32_t i; + + for (i = 0; i < blockSize; i++) + { + input_buf[i] = input_buf[i] >> guard_bits; + } +} + + + +/** + * @brief Caluclates number of guard bits + * @param uint32_t number of additions + * @return none + * The function Caluclates the number of guard bits + * depending on the numtaps + */ + +uint32_t arm_calc_guard_bits (uint32_t num_adds) +{ + uint32_t i = 1, j = 0; + + if (num_adds == 1) + { + return (0); + } + + while (i < num_adds) + { + i = i * 2; + j++; + } + + return (j); +} + +/** + * @brief Converts Q15 to floating-point + * @param uint32_t number of samples in the buffer + * @return none + */ + +void arm_apply_guard_bits (float32_t * pIn, + uint32_t numSamples, + uint32_t guard_bits) +{ + uint32_t i; + + for (i = 0; i < numSamples; i++) + { + pIn[i] = pIn[i] * arm_calc_2pow(guard_bits); + } +} + +/** + * @brief Calculates pow(2, numShifts) + * @param uint32_t number of shifts + * @return pow(2, numShifts) + */ +uint32_t arm_calc_2pow(uint32_t numShifts) +{ + + uint32_t i, val = 1; + + for (i = 0; i < numShifts; i++) + { + val = val * 2; + } + + return(val); +} + + + +/** + * @brief Converts float to fixed q14 + * @param uint32_t number of samples in the buffer + * @return none + * The function converts floating point values to fixed point values + */ + +void arm_float_to_q14 (float *pIn, q15_t * pOut, + uint32_t numSamples) +{ + uint32_t i; + + for (i = 0; i < numSamples; i++) + { + /* 16384.0f corresponds to pow(2, 14) */ + pOut[i] = (q15_t) (pIn[i] * 16384.0f); + + pOut[i] += pIn[i] > 0 ? 0.5 : -0.5; + + if (pIn[i] == (float) 2.0) + { + pOut[i] = 0x7FFF; + } + + } + +} + + +/** + * @brief Converts float to fixed q30 format + * @param uint32_t number of samples in the buffer + * @return none + * The function converts floating point values to fixed point values + */ + +void arm_float_to_q30 (float *pIn, q31_t * pOut, + uint32_t numSamples) +{ + uint32_t i; + + for (i = 0; i < numSamples; i++) + { + /* 1073741824.0f corresponds to pow(2, 30) */ + pOut[i] = (q31_t) (pIn[i] * 1073741824.0f); + + pOut[i] += pIn[i] > 0 ? 0.5 : -0.5; + + if (pIn[i] == (float) 2.0) + { + pOut[i] = 0x7FFFFFFF; + } + } +} + +/** + * @brief Converts float to fixed q30 format + * @param uint32_t number of samples in the buffer + * @return none + * The function converts floating point values to fixed point values + */ + +void arm_float_to_q29 (float *pIn, q31_t * pOut, + uint32_t numSamples) +{ + uint32_t i; + + for (i = 0; i < numSamples; i++) + { + /* 1073741824.0f corresponds to pow(2, 30) */ + pOut[i] = (q31_t) (pIn[i] * 536870912.0f); + + pOut[i] += pIn[i] > 0 ? 0.5 : -0.5; + + if (pIn[i] == (float) 4.0) + { + pOut[i] = 0x7FFFFFFF; + } + } +} + + +/** + * @brief Converts float to fixed q28 format + * @param uint32_t number of samples in the buffer + * @return none + * The function converts floating point values to fixed point values + */ + +void arm_float_to_q28 (float *pIn, q31_t * pOut, + uint32_t numSamples) +{ + uint32_t i; + + for (i = 0; i < numSamples; i++) + { + /* 268435456.0f corresponds to pow(2, 28) */ + pOut[i] = (q31_t) (pIn[i] * 268435456.0f); + + pOut[i] += pIn[i] > 0 ? 0.5 : -0.5; + + if (pIn[i] == (float) 8.0) + { + pOut[i] = 0x7FFFFFFF; + } + } +} + +/** + * @brief Clip the float values to +/- 1 + * @param pIn input buffer + * @param numSamples number of samples in the buffer + * @return none + * The function converts floating point values to fixed point values + */ + +void arm_clip_f32 (float *pIn, uint32_t numSamples) +{ + uint32_t i; + + for (i = 0; i < numSamples; i++) + { + if(pIn[i] > 1.0f) + { + pIn[i] = 1.0; + } + else if( pIn[i] < -1.0f) + { + pIn[i] = -1.0; + } + + } +} + + + + diff --git a/libs/CMSIS/DSP_Lib/Examples/Common/system_ARMCM0.c b/libs/CMSIS/DSP_Lib/Examples/Common/system_ARMCM0.c new file mode 100644 index 0000000..b8d11eb --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/Common/system_ARMCM0.c @@ -0,0 +1,66 @@ +/**************************************************************************//** + * @file system_ARMCM0.c + * @brief CMSIS Device System Source File for + * ARMCM0 Device Series + * @version V1.07 + * @date 30. January 2012 + * + * @note + * Copyright (C) 2012 ARM Limited. All rights reserved. + * + * @par + * ARM Limited (ARM) is supplying this software for use with Cortex-M + * processor based microcontrollers. This file can be freely distributed + * within development tools that are supporting such ARM based processors. + * + * @par + * THIS SOFTWARE IS PROVIDED "AS IS". NO WARRANTIES, WHETHER EXPRESS, IMPLIED + * OR STATUTORY, INCLUDING, BUT NOT LIMITED TO, IMPLIED WARRANTIES OF + * MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE APPLY TO THIS SOFTWARE. + * ARM SHALL NOT, IN ANY CIRCUMSTANCES, BE LIABLE FOR SPECIAL, INCIDENTAL, OR + * CONSEQUENTIAL DAMAGES, FOR ANY REASON WHATSOEVER. + * + ******************************************************************************/ + +#include "ARMCM0.h" + +/*---------------------------------------------------------------------------- + Define clocks + *----------------------------------------------------------------------------*/ +#define __HSI ( 8000000UL) +#define __XTAL ( 5000000UL) /* Oscillator frequency */ + +#define __SYSTEM_CLOCK (5*__XTAL) + + +/*---------------------------------------------------------------------------- + Clock Variable definitions + *----------------------------------------------------------------------------*/ +uint32_t SystemCoreClock = __SYSTEM_CLOCK;/*!< System Clock Frequency (Core Clock)*/ + + +/*---------------------------------------------------------------------------- + Clock functions + *----------------------------------------------------------------------------*/ +void SystemCoreClockUpdate (void) /* Get Core Clock Frequency */ +{ + + SystemCoreClock = __SYSTEM_CLOCK; + +} + +/** + * Initialize the system + * + * @param none + * @return none + * + * @brief Setup the microcontroller system. + * Initialize the System. + */ +void SystemInit (void) +{ + + SystemCoreClock = __SYSTEM_CLOCK; + +} diff --git a/libs/CMSIS/DSP_Lib/Examples/Common/system_ARMCM3.c b/libs/CMSIS/DSP_Lib/Examples/Common/system_ARMCM3.c new file mode 100644 index 0000000..1209dcb --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/Common/system_ARMCM3.c @@ -0,0 +1,66 @@ +/**************************************************************************//** + * @file system_ARMCM3.c + * @brief CMSIS Device System Source File for + * ARMCM3 Device Series + * @version V1.07 + * @date 30. January 2012 + * + * @note + * Copyright (C) 2012 ARM Limited. All rights reserved. + * + * @par + * ARM Limited (ARM) is supplying this software for use with Cortex-M + * processor based microcontrollers. This file can be freely distributed + * within development tools that are supporting such ARM based processors. + * + * @par + * THIS SOFTWARE IS PROVIDED "AS IS". NO WARRANTIES, WHETHER EXPRESS, IMPLIED + * OR STATUTORY, INCLUDING, BUT NOT LIMITED TO, IMPLIED WARRANTIES OF + * MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE APPLY TO THIS SOFTWARE. + * ARM SHALL NOT, IN ANY CIRCUMSTANCES, BE LIABLE FOR SPECIAL, INCIDENTAL, OR + * CONSEQUENTIAL DAMAGES, FOR ANY REASON WHATSOEVER. + * + ******************************************************************************/ + +#include "ARMCM3.h" + +/*---------------------------------------------------------------------------- + Define clocks + *----------------------------------------------------------------------------*/ +#define __HSI ( 8000000UL) +#define __XTAL ( 5000000UL) /* Oscillator frequency */ + +#define __SYSTEM_CLOCK (5*__XTAL) + + +/*---------------------------------------------------------------------------- + Clock Variable definitions + *----------------------------------------------------------------------------*/ +uint32_t SystemCoreClock = __SYSTEM_CLOCK;/*!< System Clock Frequency (Core Clock)*/ + + +/*---------------------------------------------------------------------------- + Clock functions + *----------------------------------------------------------------------------*/ +void SystemCoreClockUpdate (void) /* Get Core Clock Frequency */ +{ + + SystemCoreClock = __SYSTEM_CLOCK; + +} + +/** + * Initialize the system + * + * @param none + * @return none + * + * @brief Setup the microcontroller system. + * Initialize the System. + */ +void SystemInit (void) +{ + + SystemCoreClock = __SYSTEM_CLOCK; + +} diff --git a/libs/CMSIS/DSP_Lib/Examples/Common/system_ARMCM4.c b/libs/CMSIS/DSP_Lib/Examples/Common/system_ARMCM4.c new file mode 100644 index 0000000..2cad24f --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/Common/system_ARMCM4.c @@ -0,0 +1,70 @@ +/**************************************************************************//** + * @file system_ARMCM4.c + * @brief CMSIS Device System Source File for + * ARMCM4 Device Series + * @version V1.07 + * @date 30. January 2012 + * + * @note + * Copyright (C) 2012 ARM Limited. All rights reserved. + * + * @par + * ARM Limited (ARM) is supplying this software for use with Cortex-M + * processor based microcontrollers. This file can be freely distributed + * within development tools that are supporting such ARM based processors. + * + * @par + * THIS SOFTWARE IS PROVIDED "AS IS". NO WARRANTIES, WHETHER EXPRESS, IMPLIED + * OR STATUTORY, INCLUDING, BUT NOT LIMITED TO, IMPLIED WARRANTIES OF + * MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE APPLY TO THIS SOFTWARE. + * ARM SHALL NOT, IN ANY CIRCUMSTANCES, BE LIABLE FOR SPECIAL, INCIDENTAL, OR + * CONSEQUENTIAL DAMAGES, FOR ANY REASON WHATSOEVER. + * + ******************************************************************************/ + +#include "ARMCM4.h" + +/*---------------------------------------------------------------------------- + Define clocks + *----------------------------------------------------------------------------*/ +#define __HSI ( 8000000UL) +#define __XTAL ( 5000000UL) /* Oscillator frequency */ + +#define __SYSTEM_CLOCK (5*__XTAL) + + +/*---------------------------------------------------------------------------- + Clock Variable definitions + *----------------------------------------------------------------------------*/ +uint32_t SystemCoreClock = __SYSTEM_CLOCK;/*!< System Clock Frequency (Core Clock)*/ + + +/*---------------------------------------------------------------------------- + Clock functions + *----------------------------------------------------------------------------*/ +void SystemCoreClockUpdate (void) /* Get Core Clock Frequency */ +{ + + SystemCoreClock = __SYSTEM_CLOCK; + +} + +/** + * Initialize the system + * + * @param none + * @return none + * + * @brief Setup the microcontroller system. + * Initialize the System. + */ +void SystemInit (void) +{ + #if (__FPU_USED == 1) + SCB->CPACR |= ((3UL << 10*2) | /* set CP10 Full Access */ + (3UL << 11*2) ); /* set CP11 Full Access */ + #endif + + SystemCoreClock = __SYSTEM_CLOCK; + +} diff --git a/libs/CMSIS/DSP_Lib/Examples/arm_class_marks_example/arm_class_marks_example_f32.c b/libs/CMSIS/DSP_Lib/Examples/arm_class_marks_example/arm_class_marks_example_f32.c new file mode 100644 index 0000000..6b7fdfc --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/arm_class_marks_example/arm_class_marks_example_f32.c @@ -0,0 +1,194 @@ +/* ---------------------------------------------------------------------- +* Copyright (C) 2010 ARM Limited. All rights reserved. +* +* $Date: 29. November 2010 +* $Revision: V1.0.3 +* +* Project: CMSIS DSP Library +* Title: arm_class_marks_example_f32.c +* +* Description: Example code to calculate Minimum, Maximum +* Mean, std and variance of marks obtained in a class +* +* Target Processor: Cortex-M4/Cortex-M3 +* +* Version 1.0.3 2010/11/29 +* Re-organized the CMSIS folders and updated documentation. +* +* Version 1.0.1 2010/10/05 KK +* Production release and review comments incorporated. +* +* Version 1.0.0 2010/09/20 KK +* Production release and review comments incorporated. +* ------------------------------------------------------------------- */ + +/** + * @ingroup groupExamples + */ + +/** + * @defgroup ClassMarks Class Marks Example + * + * \par Description: + * \par + * Demonstrates the use the Maximum, Minimum, Mean, Standard Deviation, Variance + * and Matrix functions to calculate statistical values of marks obtained in a class. + * + * \note This example also demonstrates the usage of static initialization. + * + * \par Variables Description: + * \par + * \li \c testMarks_f32 points to the marks scored by 20 students in 4 subjects + * \li \c max_marks Maximum of all marks + * \li \c min_marks Minimum of all marks + * \li \c mean Mean of all marks + * \li \c var Variance of the marks + * \li \c std Standard deviation of the marks + * \li \c numStudents Total number of students in the class + * + * \par CMSIS DSP Software Library Functions Used: + * \par + * - arm_mat_init_f32() + * - arm_mat_mult_f32() + * - arm_max_f32() + * - arm_min_f32() + * - arm_mean_f32() + * - arm_std_f32() + * - arm_var_f32() + * + * Refer + * \link arm_class_marks_example_f32.c \endlink + * + */ + + +/** \example arm_class_marks_example_f32.c + */ +#include "arm_math.h" + +#define USE_STATIC_INIT + + /* ---------------------------------------------------------------------- +** Global defines +** ------------------------------------------------------------------- */ + +#define TEST_LENGTH_SAMPLES (20*4) + +/* ---------------------------------------------------------------------- +** List of Marks scored by 20 students for 4 subjects +** ------------------------------------------------------------------- */ +const float32_t testMarks_f32[TEST_LENGTH_SAMPLES] = +{ + 42.000000, 37.000000, 81.000000, 28.000000, + 83.000000, 72.000000, 36.000000, 38.000000, + 32.000000, 51.000000, 63.000000, 64.000000, + 97.000000, 82.000000, 95.000000, 90.000000, + 66.000000, 51.000000, 54.000000, 42.000000, + 67.000000, 56.000000, 45.000000, 57.000000, + 67.000000, 69.000000, 35.000000, 52.000000, + 29.000000, 81.000000, 58.000000, 47.000000, + 38.000000, 76.000000, 100.000000, 29.000000, + 33.000000, 47.000000, 29.000000, 50.000000, + 34.000000, 41.000000, 61.000000, 46.000000, + 52.000000, 50.000000, 48.000000, 36.000000, + 47.000000, 55.000000, 44.000000, 40.000000, + 100.000000, 94.000000, 84.000000, 37.000000, + 32.000000, 71.000000, 47.000000, 77.000000, + 31.000000, 50.000000, 49.000000, 35.000000, + 63.000000, 67.000000, 40.000000, 31.000000, + 29.000000, 68.000000, 61.000000, 38.000000, + 31.000000, 28.000000, 28.000000, 76.000000, + 55.000000, 33.000000, 29.000000, 39.000000 +}; + + +/* ---------------------------------------------------------------------- +* Number of subjects X 1 +* ------------------------------------------------------------------- */ +const float32_t testUnity_f32[4] = +{ + 1.000, 1.000, 1.000, 1.000 +}; + + +/* ---------------------------------------------------------------------- +** f32 Output buffer +** ------------------------------------------------------------------- */ +static float32_t testOutput[TEST_LENGTH_SAMPLES]; + + +/* ------------------------------------------------------------------ +* Global defines +*------------------------------------------------------------------- */ +#define NUMSTUDENTS 20 +#define NUMSUBJECTS 4 + +/* ------------------------------------------------------------------ +* Global variables +*------------------------------------------------------------------- */ + +uint32_t numStudents = 20; +uint32_t numSubjects = 4; +float32_t max_marks, min_marks, mean, std, var; +uint32_t student_num; + +/* ---------------------------------------------------------------------------------- +* Main f32 test function. It returns maximum marks secured and student number +* ------------------------------------------------------------------------------- */ + +int32_t main() +{ + +#ifndef USE_STATIC_INIT + + arm_matrix_instance_f32 srcA; + arm_matrix_instance_f32 srcB; + arm_matrix_instance_f32 dstC; + + /* Input and output matrices initializations */ + arm_mat_init_f32(&srcA, numStudents, numSubjects, (float32_t *)testMarks_f32); + arm_mat_init_f32(&srcB, numSubjects, 1, (float32_t *)testUnity_f32); + arm_mat_init_f32(&dstC, numStudents, 1, testOutput); + +#else + + /* Static Initializations of Input and output matrix sizes and array */ + arm_matrix_instance_f32 srcA = {NUMSTUDENTS, NUMSUBJECTS, (float32_t *)testMarks_f32}; + arm_matrix_instance_f32 srcB = {NUMSUBJECTS, 1, (float32_t *)testUnity_f32}; + arm_matrix_instance_f32 dstC = {NUMSTUDENTS, 1, testOutput}; + +#endif + + + /* ---------------------------------------------------------------------- + *Call the Matrix multiplication process function + * ------------------------------------------------------------------- */ + arm_mat_mult_f32(&srcA, &srcB, &dstC); + + /* ---------------------------------------------------------------------- + ** Call the Max function to calculate max marks among numStudents + ** ------------------------------------------------------------------- */ + arm_max_f32(testOutput, numStudents, &max_marks, &student_num); + + /* ---------------------------------------------------------------------- + ** Call the Min function to calculate min marks among numStudents + ** ------------------------------------------------------------------- */ + arm_min_f32(testOutput, numStudents, &min_marks, &student_num); + + /* ---------------------------------------------------------------------- + ** Call the Mean function to calculate mean + ** ------------------------------------------------------------------- */ + arm_mean_f32(testOutput, numStudents, &mean); + + /* ---------------------------------------------------------------------- + ** Call the std function to calculate standard deviation + ** ------------------------------------------------------------------- */ + arm_std_f32(testOutput, numStudents, &std); + + /* ---------------------------------------------------------------------- + ** Call the var function to calculate variance + ** ------------------------------------------------------------------- */ + arm_var_f32(testOutput, numStudents, &var); + + while(1); /* main function does not return */ +} diff --git a/libs/CMSIS/DSP_Lib/Examples/arm_convolution_example/arm_convolution_example_f32.c b/libs/CMSIS/DSP_Lib/Examples/arm_convolution_example/arm_convolution_example_f32.c new file mode 100644 index 0000000..8cf0522 --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/arm_convolution_example/arm_convolution_example_f32.c @@ -0,0 +1,232 @@ +/* ---------------------------------------------------------------------- +* Copyright (C) 2010 ARM Limited. All rights reserved. +* +* $Date: 29. November 2010 +* $Revision: V1.0.3 +* +* Project: CMSIS DSP Library +* Title: arm_convolution_example_f32.c +* +* Description: Example code demonstrating Convolution of two input signals using fft. +* +* Target Processor: Cortex-M4/Cortex-M3 +* +* +* Version 1.0.3 2010/11/29 +* Re-organized the CMSIS folders and updated documentation. +* +* Version 1.0.1 2010/10/05 KK +* Production release and review comments incorporated. +* +* Version 1.0.0 2010/09/20 KK +* Production release and review comments incorporated. +* ------------------------------------------------------------------- */ + +/** + * @ingroup groupExamples + */ + +/** + * @defgroup ConvolutionExample Convolution Example + * + * \par Description: + * \par + * Demonstrates the convolution theorem with the use of the Complex FFT, Complex-by-Complex + * Multiplication, and Support Functions. + * + * \par Algorithm: + * \par + * The convolution theorem states that convolution in the time domain corresponds to + * multiplication in the frequency domain. Therefore, the Fourier transform of the convoution of + * two signals is equal to the product of their individual Fourier transforms. + * The Fourier transform of a signal can be evaluated efficiently using the Fast Fourier Transform (FFT). + * \par + * Two input signals, a[n] and b[n], with lengths \c n1 and \c n2 respectively, + * are zero padded so that their lengths become \c N, which is greater than or equal to (n1+n2-1) + * and is a power of 4 as FFT implementation is radix-4. + * The convolution of a[n] and b[n] is obtained by taking the FFT of the input + * signals, multiplying the Fourier transforms of the two signals, and taking the inverse FFT of + * the multiplied result. + * \par + * This is denoted by the following equations: + *
 A[k] = FFT(a[n],N)
+ * B[k] = FFT(b[n],N)
+ * conv(a[n], b[n]) = IFFT(A[k] * B[k], N)
+ * where A[k] and B[k] are the N-point FFTs of the signals a[n] + * and b[n] respectively. + * The length of the convolved signal is (n1+n2-1). + * + * \par Block Diagram: + * \par + * \image html Convolution.gif + * + * \par Variables Description: + * \par + * \li \c testInputA_f32 points to the first input sequence + * \li \c srcALen length of the first input sequence + * \li \c testInputB_f32 points to the second input sequence + * \li \c srcBLen length of the second input sequence + * \li \c outLen length of convolution output sequence, (srcALen + srcBLen - 1) + * \li \c AxB points to the output array where the product of individual FFTs of inputs is stored. + * + * \par CMSIS DSP Software Library Functions Used: + * \par + * - arm_fill_f32() + * - arm_copy_f32() + * - arm_cfft_radix4_init_f32() + * - arm_cfft_radix4_f32() + * - arm_cmplx_mult_cmplx_f32() + * + * Refer + * \link arm_convolution_example_f32.c \endlink + * + */ + + +/** \example arm_convolution_example_f32.c + */ + +#include "arm_math.h" +#include "math_helper.h" + +/* ---------------------------------------------------------------------- +* Defines each of the tests performed +* ------------------------------------------------------------------- */ +#define MAX_BLOCKSIZE 128 +#define DELTA (0.000001f) +#define SNR_THRESHOLD 90 + +/* ---------------------------------------------------------------------- +* Declare I/O buffers +* ------------------------------------------------------------------- */ +float32_t Ak[MAX_BLOCKSIZE]; /* Input A */ +float32_t Bk[MAX_BLOCKSIZE]; /* Input B */ +float32_t AxB[MAX_BLOCKSIZE * 2]; /* Output */ + +/* ---------------------------------------------------------------------- +* Test input data for Floating point Convolution example for 32-blockSize +* Generated by the MATLAB randn() function +* ------------------------------------------------------------------- */ +float32_t testInputA_f32[64] = +{ +-0.808920, 1.357369, 1.180861, -0.504544, 1.762637, -0.703285, +1.696966, 0.620571, -0.151093, -0.100235, -0.872382, -0.403579, +-0.860749, -0.382648, -1.052338, 0.128113, -0.646269, 1.093377, +-2.209198, 0.471706, 0.408901, 1.266242, 0.598252, 1.176827, +-0.203421, 0.213596, -0.851964, -0.466958, 0.021841, -0.698938, +-0.604107, 0.461778, -0.318219, 0.942520, 0.577585, 0.417619, +0.614665, 0.563679, -1.295073, -0.764437, 0.952194, -0.859222, +-0.618554, -2.268542, -1.210592, 1.655853, -2.627219, -0.994249, +-1.374704, 0.343799, 0.025619, 1.227481, -0.708031, 0.069355, +-1.845228, -1.570886, 1.010668, -1.802084, 1.630088, 1.286090, +-0.161050, -0.940794, 0.367961, 0.291907 + +}; + +float32_t testInputB_f32[64] = +{ +0.933724, 0.046881, 1.316470, 0.438345, 0.332682, 2.094885, +0.512081, 0.035546, 0.050894, -2.320371, 0.168711, -1.830493, +-0.444834, -1.003242, -0.531494, -1.365600, -0.155420, -0.757692, +-0.431880, -0.380021, 0.096243, -0.695835, 0.558850, -1.648962, +0.020369, -0.363630, 0.887146, 0.845503, -0.252864, -0.330397, +1.269131, -1.109295, -1.027876, 0.135940, 0.116721, -0.293399, +-1.349799, 0.166078, -0.802201, 0.369367, -0.964568, -2.266011, +0.465178, 0.651222, -0.325426, 0.320245, -0.784178, -0.579456, +0.093374, 0.604778, -0.048225, 0.376297, -0.394412, 0.578182, +-1.218141, -1.387326, 0.692462, -0.631297, 0.153137, -0.638952, +0.635474, -0.970468, 1.334057, -0.111370 +}; + +const float testRefOutput_f32[126] = +{ +-0.818943, 1.229484, -0.533664, 1.016604, 0.341875, -1.963656, +5.171476, 3.478033, 7.616361, 6.648384, 0.479069, 1.792012, +-1.295591, -7.447818, 0.315830, -10.657445, -2.483469, -6.524236, +-7.380591, -3.739005, -8.388957, 0.184147, -1.554888, 3.786508, +-1.684421, 5.400610, -1.578126, 7.403361, 8.315999, 2.080267, +11.077776, 2.749673, 7.138962, 2.748762, 0.660363, 0.981552, +1.442275, 0.552721, -2.576892, 4.703989, 0.989156, 8.759344, +-0.564825, -3.994680, 0.954710, -5.014144, 6.592329, 1.599488, +-13.979146, -0.391891, -4.453369, -2.311242, -2.948764, 1.761415, +-0.138322, 10.433007, -2.309103, 4.297153, 8.535523, 3.209462, +8.695819, 5.569919, 2.514304, 5.582029, 2.060199, 0.642280, +7.024616, 1.686615, -6.481756, 1.343084, -3.526451, 1.099073, +-2.965764, -0.173723, -4.111484, 6.528384, -6.965658, 1.726291, +1.535172, 11.023435, 2.338401, -4.690188, 1.298210, 3.943885, +8.407885, 5.168365, 0.684131, 1.559181, 1.859998, 2.852417, +8.574070, -6.369078, 6.023458, 11.837963, -6.027632, 4.469678, +-6.799093, -2.674048, 6.250367, -6.809971, -3.459360, 9.112410, +-2.711621, -1.336678, 1.564249, -1.564297, -1.296760, 8.904013, +-3.230109, 6.878013, -7.819823, 3.369909, -1.657410, -2.007358, +-4.112825, 1.370685, -3.420525, -6.276605, 3.244873, -3.352638, +1.545372, 0.902211, 0.197489, -1.408732, 0.523390, 0.348440 +}; + + +/* ---------------------------------------------------------------------- +* Declare Global variables +* ------------------------------------------------------------------- */ +uint32_t srcALen = 64; /* Length of Input A */ +uint32_t srcBLen = 64; /* Length of Input B */ +uint32_t outLen; /* Length of convolution output */ +float32_t snr; /* output SNR */ + +int32_t main(void) +{ + arm_status status; /* Status of the example */ + arm_cfft_radix4_instance_f32 cfft_instance; /* CFFT Structure instance */ + + /* CFFT Structure instance pointer */ + arm_cfft_radix4_instance_f32 *cfft_instance_ptr = + (arm_cfft_radix4_instance_f32*) &cfft_instance; + + /* output length of convolution */ + outLen = srcALen + srcBLen - 1; + + /* Initialise the fft input buffers with all zeros */ + arm_fill_f32(0.0, Ak, MAX_BLOCKSIZE); + arm_fill_f32(0.0, Bk, MAX_BLOCKSIZE); + + /* Copy the input values to the fft input buffers */ + arm_copy_f32(testInputA_f32, Ak, MAX_BLOCKSIZE/2); + arm_copy_f32(testInputB_f32, Bk, MAX_BLOCKSIZE/2); + + /* Initialize the CFFT function to compute 64 point fft */ + status = arm_cfft_radix4_init_f32(cfft_instance_ptr, 64, 0, 1); + + /* Transform input a[n] from time domain to frequency domain A[k] */ + arm_cfft_radix4_f32(cfft_instance_ptr, Ak); + /* Transform input b[n] from time domain to frequency domain B[k] */ + arm_cfft_radix4_f32(cfft_instance_ptr, Bk); + + /* Complex Multiplication of the two input buffers in frequency domain */ + arm_cmplx_mult_cmplx_f32(Ak, Bk, AxB, MAX_BLOCKSIZE/2); + + /* Initialize the CIFFT function to compute 64 point ifft */ + status = arm_cfft_radix4_init_f32(cfft_instance_ptr, 64, 1, 1); + + /* Transform the multiplication output from frequency domain to time domain, + that gives the convolved output */ + arm_cfft_radix4_f32(cfft_instance_ptr, AxB); + + /* SNR Calculation */ + snr = arm_snr_f32((float32_t *)testRefOutput_f32, AxB, srcALen + srcBLen - 1); + + /* Compare the SNR with threshold to test whether the + computed output is matched with the reference output values. */ + if( snr > SNR_THRESHOLD) + { + status = ARM_MATH_SUCCESS; + } + + if( status != ARM_MATH_SUCCESS) + { + while(1); + } + + while(1); /* main function does not return */ +} + + /** \endlink */ + diff --git a/libs/CMSIS/DSP_Lib/Examples/arm_dotproduct_example/arm_dotproduct_example_f32.c b/libs/CMSIS/DSP_Lib/Examples/arm_dotproduct_example/arm_dotproduct_example_f32.c new file mode 100644 index 0000000..4e5ba4e --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/arm_dotproduct_example/arm_dotproduct_example_f32.c @@ -0,0 +1,163 @@ +/* ---------------------------------------------------------------------- +* Copyright (C) 2010 ARM Limited. All rights reserved. +* +* $Date: 29. November 2010 +* $Revision: V1.0.3 +* +* Project: CMSIS DSP Library +* Title: arm_dotproduct_example_f32.c +* +* Description: Example code computing dot product of two vectors. +* +* Target Processor: Cortex-M4/Cortex-M3 +* +* +* Version 1.0.3 2010/11/29 +* Re-organized the CMSIS folders and updated documentation. +* +* Version 1.0.1 2010/10/05 KK +* Production release and review comments incorporated. +* +* Version 1.0.0 2010/09/20 KK +* Production release and review comments incorporated. +* ------------------------------------------------------------------- */ + +/** + * @ingroup groupExamples + */ + +/** + * @defgroup DotproductExample Dot Product Example + * + * \par Description: + * \par + * Demonstrates the use of the Multiply and Add functions to perform the dot product. + * The dot product of two vectors is obtained by multiplying corresponding elements + * and summing the products. + + * \par Algorithm: + * \par + * The two input vectors \c A and \c B with length \c n, are multiplied element-by-element + * and then added to obtain dot product. + * \par + * This is denoted by the following equation: + *
  dotProduct = A[0] * B[0] + A[1] * B[1] + ... + A[n-1] * B[n-1]
+ * + * \par Block Diagram: + * \par + * \image html dotProduct.gif + * + * \par Variables Description: + * \par + * \li \c srcA_buf_f32 points to first input vector + * \li \c srcB_buf_f32 points to second input vector + * \li \c testOutput stores dot product of the two input vectors. + * + * \par CMSIS DSP Software Library Functions Used: + * \par + * - arm_mult_f32() + * - arm_add_f32() + * + * Refer + * \link arm_dotproduct_example_f32.c \endlink + * + */ + + +/** \example arm_dotproduct_example_f32.c + */ + +#include +#include "arm_math.h" + +/* ---------------------------------------------------------------------- +* Defines each of the tests performed +* ------------------------------------------------------------------- */ +#define MAX_BLOCKSIZE 32 +#define DELTA (0.000001f) + +/* ---------------------------------------------------------------------- +* Test input data for Floating point Dot Product example for 32-blockSize +* Generated by the MATLAB randn() function +* ------------------------------------------------------------------- */ +/* ---------------------------------------------------------------------- +** Test input data of srcA for blockSize 32 +** ------------------------------------------------------------------- */ +float32_t srcA_buf_f32[MAX_BLOCKSIZE] = +{ +-0.4325648115282207, -1.6655843782380970, 0.1253323064748307, + 0.2876764203585489, -1.1464713506814637, 1.1909154656429988, + 1.1891642016521031, -0.0376332765933176, 0.3272923614086541, + 0.1746391428209245, -0.1867085776814394, 0.7257905482933027, +-0.5883165430141887, 2.1831858181971011, -0.1363958830865957, + 0.1139313135208096, 1.0667682113591888, 0.0592814605236053, +-0.0956484054836690, -0.8323494636500225, 0.2944108163926404, +-1.3361818579378040, 0.7143245518189522, 1.6235620644462707, +-0.6917757017022868, 0.8579966728282626, 1.2540014216025324, +-1.5937295764474768, -1.4409644319010200, 0.5711476236581780, +-0.3998855777153632, 0.6899973754643451 +}; + +/* ---------------------------------------------------------------------- +** Test input data of srcB for blockSize 32 +** ------------------------------------------------------------------- */ +float32_t srcB_buf_f32[MAX_BLOCKSIZE] = +{ + 1.7491401329284098, 0.1325982188803279, 0.3252281811989881, +-0.7938091410349637, 0.3149236145048914, -0.5272704888029532, + 0.9322666565031119, 1.1646643544607362, -2.0456694357357357, +-0.6443728590041911, 1.7410657940825480, 0.4867684246821860, + 1.0488288293660140, 1.4885752747099299, 1.2705014969484090, +-1.8561241921210170, 2.1343209047321410, 1.4358467535865909, +-0.9173023332875400, -1.1060770780029008, 0.8105708062681296, + 0.6985430696369063, -0.4015827425012831, 1.2687512030669628, +-0.7836083053674872, 0.2132664971465569, 0.7878984786088954, + 0.8966819356782295, -0.1869172943544062, 1.0131816724341454, + 0.2484350696132857, 0.0596083377937976 +}; + +/* Reference dot product output */ +float32_t refDotProdOut = 5.9273644806352142; + +/* ---------------------------------------------------------------------- +* Declare Global variables +* ------------------------------------------------------------------- */ +float32_t multOutput[MAX_BLOCKSIZE]; /* Intermediate output */ +float32_t testOutput; /* Final ouput */ + +arm_status status; /* Status of the example */ + +int32_t main(void) +{ + uint32_t i; /* Loop counter */ + float32_t diff; /* Difference between reference and test outputs */ + + /* Multiplication of two input buffers */ + arm_mult_f32(srcA_buf_f32, srcB_buf_f32, multOutput, MAX_BLOCKSIZE); + + /* Accumulate the multiplication output values to + get the dot product of the two inputs */ + for(i=0; i< MAX_BLOCKSIZE; i++) + { + arm_add_f32(&testOutput, &multOutput[i], &testOutput, 1); + } + + /* absolute value of difference between ref and test */ + diff = fabsf(refDotProdOut - testOutput); + + /* Comparison of dot product value with reference */ + if(diff > DELTA) + { + status = ARM_MATH_TEST_FAILURE; + } + + if( status == ARM_MATH_TEST_FAILURE) + { + while(1); + } + + while(1); /* main function does not return */ +} + + /** \endlink */ + diff --git a/libs/CMSIS/DSP_Lib/Examples/arm_fft_bin_example/arm_fft_bin_data.c b/libs/CMSIS/DSP_Lib/Examples/arm_fft_bin_example/arm_fft_bin_data.c new file mode 100644 index 0000000..24c0e15 --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/arm_fft_bin_example/arm_fft_bin_data.c @@ -0,0 +1,268 @@ +#include "arm_math.h" + +/* ---------------------------------------------------------------------- +Test Input signal contains 10KHz signal + Uniformly distributed white noise +** ------------------------------------------------------------------- */ + +float32_t testInput_f32_10khz[2048] = +{ +-0.865129623056441, 0.000000000000000, -2.655020678073846, 0.000000000000000, 0.600664612949661, 0.000000000000000, 0.080378093886515, 0.000000000000000, +-2.899160484012034, 0.000000000000000, 2.563004262857762, 0.000000000000000, 3.078328403304206, 0.000000000000000, 0.105906778385130, 0.000000000000000, +0.048366940168201, 0.000000000000000, -0.145696461188734, 0.000000000000000, -0.023417155362879, 0.000000000000000, 2.127729174988954, 0.000000000000000, +-1.176633086028377, 0.000000000000000, 3.690223557991855, 0.000000000000000, -0.622791766173194, 0.000000000000000, 0.722837373872203, 0.000000000000000, +2.739754205367484, 0.000000000000000, -0.062610410524552, 0.000000000000000, -0.891296810967338, 0.000000000000000, -1.845872258871811, 0.000000000000000, +1.195039415434387, 0.000000000000000, -2.177388969045026, 0.000000000000000, 1.078649103637905, 0.000000000000000, 2.570976050490193, 0.000000000000000, +-1.383551403404574, 0.000000000000000, 2.392141424058873, 0.000000000000000, 2.858002843205065, 0.000000000000000, -3.682433899725536, 0.000000000000000, +-3.488146646451150, 0.000000000000000, 1.323468578888120, 0.000000000000000, -0.099771155430726, 0.000000000000000, 1.561168082500454, 0.000000000000000, +1.025026795103179, 0.000000000000000, 0.928841900171200, 0.000000000000000, 2.930499509864950, 0.000000000000000, 2.013349089766430, 0.000000000000000, +2.381676148486737, 0.000000000000000, -3.081062307950236, 0.000000000000000, -0.389579115537544, 0.000000000000000, 0.181540149166620, 0.000000000000000, +-2.601953341353208, 0.000000000000000, 0.333435137783218, 0.000000000000000, -2.812945856162965, 0.000000000000000, 2.649109640172910, 0.000000000000000, +-1.003963025744654, 0.000000000000000, 1.552460768755035, 0.000000000000000, 0.088641345335247, 0.000000000000000, -2.519951327113426, 0.000000000000000, +-4.341348988610527, 0.000000000000000, 0.557772429359965, 0.000000000000000, -1.671267412948494, 0.000000000000000, 0.733951350960387, 0.000000000000000, +0.409263788034864, 0.000000000000000, 3.566033071952806, 0.000000000000000, 1.882565173848352, 0.000000000000000, -1.106017073793287, 0.000000000000000, +0.154456720778718, 0.000000000000000, -2.513205795512153, 0.000000000000000, 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b/libs/CMSIS/DSP_Lib/Examples/arm_fft_bin_example/arm_fft_bin_example_f32.c new file mode 100644 index 0000000..30bcf10 --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/arm_fft_bin_example/arm_fft_bin_example_f32.c @@ -0,0 +1,152 @@ +/* ---------------------------------------------------------------------- +* Copyright (C) 2010 ARM Limited. All rights reserved. +* +* $Date: 29. November 2010 +* $Revision: V1.0.3 +* +* Project: CMSIS DSP Library +* Title: arm_fft_bin_example_f32.c +* +* Description: Example code demonstrating calculation of Max energy bin of +* frequency domain of input signal. +* +* Target Processor: Cortex-M4/Cortex-M3 +* +* +* Version 1.0.3 2010/11/29 +* Re-organized the CMSIS folders and updated documentation. +* +* Version 1.0.1 2010/10/05 KK +* Production release and review comments incorporated. +* +* Version 1.0.0 2010/09/20 KK +* Production release and review comments incorporated. +* ------------------------------------------------------------------- */ + +/** + * @ingroup groupExamples + */ + +/** + * @defgroup FrequencyBin Frequency Bin Example + * + * \par Description + * \par + * Demonstrates the calculation of the maximum energy bin in the frequency + * domain of the input signal with the use of Complex FFT, Complex + * Magnitude, and Maximum functions. + * + * \par Algorithm: + * \par + * The input test signal contains a 10 kHz signal with uniformly distributed white noise. + * Calculating the FFT of the input signal will give us the maximum energy of the + * bin corresponding to the input frequency of 10 kHz. + * + * \par Block Diagram: + * \image html FFTBin.gif "Block Diagram" + * \par + * The figure below shows the time domain signal of 10 kHz signal with + * uniformly distributed white noise, and the next figure shows the input + * in the frequency domain. The bin with maximum energy corresponds to 10 kHz signal. + * \par + * \image html FFTBinInput.gif "Input signal in Time domain" + * \image html FFTBinOutput.gif "Input signal in Frequency domain" + * + * \par Variables Description: + * \par + * \li \c testInput_f32_10khz points to the input data + * \li \c testOutput points to the output data + * \li \c fftSize length of FFT + * \li \c ifftFlag flag for the selection of CFFT/CIFFT + * \li \c doBitReverse Flag for selection of normal order or bit reversed order + * \li \c refIndex reference index value at which maximum energy of bin ocuurs + * \li \c testIndex calculated index value at which maximum energy of bin ocuurs + * + * \par CMSIS DSP Software Library Functions Used: + * \par + * - arm_cfft_radix4_init_f32() + * - arm_cfft_radix4_f32() + * - arm_cmplx_mag_f32() + * - arm_max_f32() + * + * Refer + * \link arm_fft_bin_example_f32.c \endlink + * + */ + + +/** \example arm_fft_bin_example_f32.c + */ + + +#include "arm_math.h" + +#define TEST_LENGTH_SAMPLES 2048 + +/* ------------------------------------------------------------------- +* External Input and Output buffer Declarations for FFT Bin Example +* ------------------------------------------------------------------- */ +extern float32_t testInput_f32_10khz[TEST_LENGTH_SAMPLES]; +static float32_t testOutput[TEST_LENGTH_SAMPLES/2]; + +/* ------------------------------------------------------------------ +* Global variables for FFT Bin Example +* ------------------------------------------------------------------- */ +uint32_t fftSize = 1024; +uint32_t ifftFlag = 0; +uint32_t doBitReverse = 1; + +/* Reference index at which max energy of bin ocuurs */ +uint32_t refIndex = 213, testIndex = 0; + +/* ---------------------------------------------------------------------- +* Max magnitude FFT Bin test +* ------------------------------------------------------------------- */ + +int32_t main(void) +{ + + arm_status status; + arm_cfft_radix4_instance_f32 S; + float32_t maxValue; + + status = ARM_MATH_SUCCESS; + + /* Initialize the CFFT/CIFFT module */ + status = arm_cfft_radix4_init_f32(&S, fftSize, + ifftFlag, doBitReverse); + + /* Process the data through the CFFT/CIFFT module */ + arm_cfft_radix4_f32(&S, testInput_f32_10khz); + + + /* Process the data through the Complex Magnitude Module for + calculating the magnitude at each bin */ + arm_cmplx_mag_f32(testInput_f32_10khz, testOutput, + fftSize); + + /* Calculates maxValue and returns corresponding BIN value */ + arm_max_f32(testOutput, fftSize, &maxValue, &testIndex); + + if(testIndex != refIndex) + { + status = ARM_MATH_TEST_FAILURE; + } + + /* ---------------------------------------------------------------------- + ** Loop here if the signals fail the PASS check. + ** This denotes a test failure + ** ------------------------------------------------------------------- */ + + if( status != ARM_MATH_SUCCESS) + { + while(1); + } + + while(1); /* main function does not return */ +} + + /** \endlink */ + + + diff --git a/libs/CMSIS/DSP_Lib/Examples/arm_fir_example/arm_fir_data.c b/libs/CMSIS/DSP_Lib/Examples/arm_fir_example/arm_fir_data.c new file mode 100644 index 0000000..e2e9ad6 --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/arm_fir_example/arm_fir_data.c @@ -0,0 +1,94 @@ +#include "arm_math.h" + +/* ---------------------------------------------------------------------- +** Test input signal contains 1000Hz + 15000 Hz +** ------------------------------------------------------------------- */ + +float32_t testInput_f32_1kHz_15kHz[320] = +{ ++0.0000000000f, +0.5924659585f, -0.0947343455f, +0.1913417162f, +1.0000000000f, +0.4174197128f, +0.3535533906f, +1.2552931065f, ++0.8660254038f, +0.4619397663f, +1.3194792169f, +1.1827865776f, +0.5000000000f, +1.1827865776f, +1.3194792169f, +0.4619397663f, ++0.8660254038f, +1.2552931065f, +0.3535533906f, +0.4174197128f, +1.0000000000f, +0.1913417162f, -0.0947343455f, +0.5924659585f, +-0.0000000000f, -0.5924659585f, +0.0947343455f, -0.1913417162f, -1.0000000000f, -0.4174197128f, -0.3535533906f, -1.2552931065f, +-0.8660254038f, -0.4619397663f, -1.3194792169f, -1.1827865776f, -0.5000000000f, -1.1827865776f, -1.3194792169f, -0.4619397663f, +-0.8660254038f, -1.2552931065f, -0.3535533906f, -0.4174197128f, -1.0000000000f, -0.1913417162f, +0.0947343455f, -0.5924659585f, ++0.0000000000f, +0.5924659585f, -0.0947343455f, +0.1913417162f, +1.0000000000f, +0.4174197128f, +0.3535533906f, +1.2552931065f, ++0.8660254038f, +0.4619397663f, +1.3194792169f, +1.1827865776f, +0.5000000000f, +1.1827865776f, +1.3194792169f, +0.4619397663f, ++0.8660254038f, +1.2552931065f, +0.3535533906f, +0.4174197128f, +1.0000000000f, +0.1913417162f, -0.0947343455f, +0.5924659585f, ++0.0000000000f, -0.5924659585f, +0.0947343455f, -0.1913417162f, -1.0000000000f, -0.4174197128f, -0.3535533906f, -1.2552931065f, +-0.8660254038f, -0.4619397663f, -1.3194792169f, -1.1827865776f, -0.5000000000f, -1.1827865776f, -1.3194792169f, -0.4619397663f, +-0.8660254038f, -1.2552931065f, -0.3535533906f, -0.4174197128f, -1.0000000000f, -0.1913417162f, +0.0947343455f, -0.5924659585f, ++0.0000000000f, +0.5924659585f, -0.0947343455f, +0.1913417162f, +1.0000000000f, +0.4174197128f, +0.3535533906f, +1.2552931065f, ++0.8660254038f, +0.4619397663f, +1.3194792169f, +1.1827865776f, +0.5000000000f, +1.1827865776f, +1.3194792169f, +0.4619397663f, ++0.8660254038f, +1.2552931065f, +0.3535533906f, +0.4174197128f, +1.0000000000f, +0.1913417162f, -0.0947343455f, +0.5924659585f, ++0.0000000000f, -0.5924659585f, +0.0947343455f, -0.1913417162f, -1.0000000000f, -0.4174197128f, -0.3535533906f, -1.2552931065f, +-0.8660254038f, -0.4619397663f, -1.3194792169f, -1.1827865776f, -0.5000000000f, -1.1827865776f, -1.3194792169f, -0.4619397663f, +-0.8660254038f, -1.2552931065f, -0.3535533906f, -0.4174197128f, -1.0000000000f, -0.1913417162f, +0.0947343455f, -0.5924659585f, +-0.0000000000f, +0.5924659585f, -0.0947343455f, +0.1913417162f, +1.0000000000f, +0.4174197128f, +0.3535533906f, +1.2552931065f, ++0.8660254038f, +0.4619397663f, +1.3194792169f, +1.1827865776f, +0.5000000000f, +1.1827865776f, +1.3194792169f, +0.4619397663f, ++0.8660254038f, +1.2552931065f, +0.3535533906f, +0.4174197128f, +1.0000000000f, +0.1913417162f, -0.0947343455f, +0.5924659585f, +-0.0000000000f, -0.5924659585f, +0.0947343455f, -0.1913417162f, -1.0000000000f, -0.4174197128f, -0.3535533906f, -1.2552931065f, +-0.8660254038f, -0.4619397663f, -1.3194792169f, -1.1827865776f, -0.5000000000f, -1.1827865776f, -1.3194792169f, -0.4619397663f, +-0.8660254038f, -1.2552931065f, -0.3535533906f, -0.4174197128f, -1.0000000000f, -0.1913417162f, +0.0947343455f, -0.5924659585f, ++0.0000000000f, +0.5924659585f, -0.0947343455f, +0.1913417162f, +1.0000000000f, +0.4174197128f, +0.3535533906f, +1.2552931065f, ++0.8660254038f, +0.4619397663f, +1.3194792169f, +1.1827865776f, +0.5000000000f, +1.1827865776f, +1.3194792169f, +0.4619397663f, ++0.8660254038f, +1.2552931065f, +0.3535533906f, +0.4174197128f, +1.0000000000f, +0.1913417162f, -0.0947343455f, +0.5924659585f, ++0.0000000000f, -0.5924659585f, +0.0947343455f, -0.1913417162f, -1.0000000000f, -0.4174197128f, -0.3535533906f, -1.2552931065f, +-0.8660254038f, -0.4619397663f, -1.3194792169f, -1.1827865776f, -0.5000000000f, -1.1827865776f, -1.3194792169f, -0.4619397663f, +-0.8660254038f, -1.2552931065f, -0.3535533906f, -0.4174197128f, -1.0000000000f, -0.1913417162f, +0.0947343455f, -0.5924659585f, +-0.0000000000f, +0.5924659585f, -0.0947343455f, +0.1913417162f, +1.0000000000f, +0.4174197128f, +0.3535533906f, +1.2552931065f, ++0.8660254038f, +0.4619397663f, +1.3194792169f, +1.1827865776f, +0.5000000000f, +1.1827865776f, +1.3194792169f, +0.4619397663f, ++0.8660254038f, +1.2552931065f, +0.3535533906f, +0.4174197128f, +1.0000000000f, +0.1913417162f, -0.0947343455f, +0.5924659585f, ++0.0000000000f, -0.5924659585f, +0.0947343455f, -0.1913417162f, -1.0000000000f, -0.4174197128f, -0.3535533906f, -1.2552931065f, +-0.8660254038f, -0.4619397663f, -1.3194792169f, -1.1827865776f, -0.5000000000f, -1.1827865776f, -1.3194792169f, -0.4619397663f, +-0.8660254038f, -1.2552931065f, -0.3535533906f, -0.4174197128f, -1.0000000000f, -0.1913417162f, +0.0947343455f, -0.5924659585f, +-0.0000000000f, +0.5924659585f, -0.0947343455f, +0.1913417162f, +1.0000000000f, +0.4174197128f, +0.3535533906f, +1.2552931065f, ++0.8660254038f, +0.4619397663f, +1.3194792169f, +1.1827865776f, +0.5000000000f, +1.1827865776f, +1.3194792169f, +0.4619397663f, ++0.8660254038f, +1.2552931065f, +0.3535533906f, +0.4174197128f, +1.0000000000f, +0.1913417162f, -0.0947343455f, +0.5924659585f, ++0.0000000000f, -0.5924659585f, +0.0947343455f, -0.1913417162f, -1.0000000000f, -0.4174197128f, -0.3535533906f, -1.2552931065f, +}; + +float32_t refOutput[320] = +{ ++0.0000000000f, -0.0010797829f, -0.0007681386f, -0.0001982932f, +0.0000644313f, +0.0020854271f, +0.0036891871f, +0.0015855941f, +-0.0026280805f, -0.0075907658f, -0.0119390538f, -0.0086665968f, +0.0088981202f, +0.0430539279f, +0.0974468742f, +0.1740405600f, ++0.2681416601f, +0.3747720089f, +0.4893362230f, +0.6024154672f, +0.7058740791f, +0.7968348987f, +0.8715901940f, +0.9277881093f, ++0.9682182661f, +0.9934674267f, +1.0012052245f, +0.9925859371f, +0.9681538347f, +0.9257026822f, +0.8679010068f, +0.7952493046f, ++0.7085021596f, +0.6100062330f, +0.5012752767f, +0.3834386057f, +0.2592435399f, +0.1309866321f, -0.0000000000f, -0.1309866321f, +-0.2592435399f, -0.3834386057f, -0.5012752767f, -0.6100062330f, -0.7085021596f, -0.7952493046f, -0.8679010068f, -0.9257026822f, +-0.9681538347f, -0.9936657199f, -1.0019733630f, -0.9936657199f, -0.9681538347f, -0.9257026822f, -0.8679010068f, -0.7952493046f, +-0.7085021596f, -0.6100062330f, -0.5012752767f, -0.3834386057f, -0.2592435399f, -0.1309866321f, +0.0000000000f, +0.1309866321f, ++0.2592435399f, +0.3834386057f, +0.5012752767f, +0.6100062330f, +0.7085021596f, +0.7952493046f, +0.8679010068f, +0.9257026822f, ++0.9681538347f, +0.9936657199f, +1.0019733630f, +0.9936657199f, +0.9681538347f, +0.9257026822f, +0.8679010068f, +0.7952493046f, ++0.7085021596f, +0.6100062330f, +0.5012752767f, +0.3834386057f, +0.2592435399f, +0.1309866321f, -0.0000000000f, -0.1309866321f, +-0.2592435399f, -0.3834386057f, -0.5012752767f, -0.6100062330f, -0.7085021596f, -0.7952493046f, -0.8679010068f, -0.9257026822f, +-0.9681538347f, -0.9936657199f, -1.0019733630f, -0.9936657199f, -0.9681538347f, -0.9257026822f, -0.8679010068f, -0.7952493046f, +-0.7085021596f, -0.6100062330f, -0.5012752767f, -0.3834386057f, -0.2592435399f, -0.1309866321f, +0.0000000000f, +0.1309866321f, ++0.2592435399f, +0.3834386057f, +0.5012752767f, +0.6100062330f, +0.7085021596f, +0.7952493046f, +0.8679010068f, +0.9257026822f, ++0.9681538347f, +0.9936657199f, +1.0019733630f, +0.9936657199f, +0.9681538347f, +0.9257026822f, +0.8679010068f, +0.7952493046f, ++0.7085021596f, +0.6100062330f, +0.5012752767f, +0.3834386057f, +0.2592435399f, +0.1309866321f, -0.0000000000f, -0.1309866321f, +-0.2592435399f, -0.3834386057f, -0.5012752767f, -0.6100062330f, -0.7085021596f, -0.7952493046f, -0.8679010068f, -0.9257026822f, +-0.9681538347f, -0.9936657199f, -1.0019733630f, -0.9936657199f, -0.9681538347f, -0.9257026822f, -0.8679010068f, -0.7952493046f, +-0.7085021596f, -0.6100062330f, -0.5012752767f, -0.3834386057f, -0.2592435399f, -0.1309866321f, +0.0000000000f, +0.1309866321f, ++0.2592435399f, +0.3834386057f, +0.5012752767f, +0.6100062330f, +0.7085021596f, +0.7952493046f, +0.8679010068f, +0.9257026822f, ++0.9681538347f, +0.9936657199f, +1.0019733630f, +0.9936657199f, +0.9681538347f, +0.9257026822f, +0.8679010068f, +0.7952493046f, ++0.7085021596f, +0.6100062330f, +0.5012752767f, +0.3834386057f, +0.2592435399f, +0.1309866321f, +0.0000000000f, -0.1309866321f, +-0.2592435399f, -0.3834386057f, -0.5012752767f, -0.6100062330f, -0.7085021596f, -0.7952493046f, -0.8679010068f, -0.9257026822f, +-0.9681538347f, -0.9936657199f, -1.0019733630f, -0.9936657199f, -0.9681538347f, -0.9257026822f, -0.8679010068f, -0.7952493046f, +-0.7085021596f, -0.6100062330f, -0.5012752767f, -0.3834386057f, -0.2592435399f, -0.1309866321f, +0.0000000000f, +0.1309866321f, ++0.2592435399f, +0.3834386057f, +0.5012752767f, +0.6100062330f, +0.7085021596f, +0.7952493046f, +0.8679010068f, +0.9257026822f, ++0.9681538347f, +0.9936657199f, +1.0019733630f, +0.9936657199f, +0.9681538347f, +0.9257026822f, +0.8679010068f, +0.7952493046f, ++0.7085021596f, +0.6100062330f, +0.5012752767f, +0.3834386057f, +0.2592435399f, +0.1309866321f, +0.0000000000f, -0.1309866321f, +-0.2592435399f, -0.3834386057f, -0.5012752767f, -0.6100062330f, -0.7085021596f, -0.7952493046f, -0.8679010068f, -0.9257026822f, +-0.9681538347f, -0.9936657199f, -1.0019733630f, -0.9936657199f, -0.9681538347f, -0.9257026822f, -0.8679010068f, -0.7952493046f, +-0.7085021596f, -0.6100062330f, -0.5012752767f, -0.3834386057f, -0.2592435399f, -0.1309866321f, -0.0000000000f, +0.1309866321f, ++0.2592435399f, +0.3834386057f, +0.5012752767f, +0.6100062330f, +0.7085021596f, +0.7952493046f, +0.8679010068f, +0.9257026822f, ++0.9681538347f, +0.9936657199f, +1.0019733630f, +0.9936657199f, +0.9681538347f, +0.9257026822f, +0.8679010068f, +0.7952493046f, ++0.7085021596f, +0.6100062330f, +0.5012752767f, +0.3834386057f, +0.2592435399f, +0.1309866321f, +0.0000000000f, -0.1309866321f, +-0.2592435399f, -0.3834386057f, -0.5012752767f, -0.6100062330f, -0.7085021596f, -0.7952493046f, -0.8679010068f, -0.9257026822f, +-0.9681538347f, -0.9936657199f, -1.0019733630f, -0.9936657199f, -0.9681538347f, -0.9257026822f, -0.8679010068f, -0.7952493046f, +-0.7085021596f, -0.6100062330f, -0.5012752767f, -0.3834386057f, -0.2592435399f, -0.1309866321f, +0.0000000000f, +0.1309866321f, ++0.2592435399f, +0.3834386057f, +0.5012752767f, +0.6100062330f, +0.7085021596f, +0.7952493046f, +0.8679010068f, +0.9257026822f, ++0.9681538347f, +0.9936657199f, +1.0019733630f, +0.9936657199f, +0.9681538347f, +0.9257026822f, +0.8679010068f, +0.7952493046f +}; + diff --git a/libs/CMSIS/DSP_Lib/Examples/arm_fir_example/arm_fir_example_f32.c b/libs/CMSIS/DSP_Lib/Examples/arm_fir_example/arm_fir_example_f32.c new file mode 100644 index 0000000..209671a --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/arm_fir_example/arm_fir_example_f32.c @@ -0,0 +1,220 @@ +/* ---------------------------------------------------------------------- + * Copyright (C) 2010 ARM Limited. All rights reserved. + * + * $Date: 29. November 2010 + * $Revision: V1.0.3 + * + * Project: CMSIS DSP Library + * Title: arm_fir_example_f32.c + * + * Description: Example code demonstrating how an FIR filter can be used + * as a low pass filter. + * + * Target Processor: Cortex-M4/Cortex-M3 + * + * + * Version 1.0.3 2010/11/29 + * Re-organized the CMSIS folders and updated documentation. + * + * Version 1.0.1 2010/10/05 KK + * Production release and review comments incorporated. + * + * Version 1.0.0 2010/09/20 KK + * Production release and review comments incorporated. + * ------------------------------------------------------------------- */ + +/** + * @ingroup groupExamples + */ + +/** + * @defgroup FIRLPF FIR Lowpass Filter Example + * + * \par Description: + * \par + * Removes high frequency signal components from the input using an FIR lowpass filter. + * The example demonstrates how to configure an FIR filter and then pass data through + * it in a block-by-block fashion. + * \image html FIRLPF_signalflow.gif + * + * \par Algorithm: + * \par + * The input signal is a sum of two sine waves: 1 kHz and 15 kHz. + * This is processed by an FIR lowpass filter with cutoff frequency 6 kHz. + * The lowpass filter eliminates the 15 kHz signal leaving only the 1 kHz sine wave at the output. + * \par + * The lowpass filter was designed using MATLAB with a sample rate of 48 kHz and + * a length of 29 points. + * The MATLAB code to generate the filter coefficients is shown below: + *
+ *     h = fir1(28, 6/24);
+ * 
+ * The first argument is the "order" of the filter and is always one less than the desired length. + * The second argument is the normalized cutoff frequency. This is in the range 0 (DC) to 1.0 (Nyquist). + * A 6 kHz cutoff with a Nyquist frequency of 24 kHz lies at a normalized frequency of 6/24 = 0.25. + * The CMSIS FIR filter function requires the coefficients to be in time reversed order. + *
+ *     fliplr(h)
+ * 
+ * The resulting filter coefficients and are shown below. + * Note that the filter is symmetric (a property of linear phase FIR filters) + * and the point of symmetry is sample 14. Thus the filter will have a delay of + * 14 samples for all frequencies. + * \par + * \image html FIRLPF_coeffs.gif + * \par + * The frequency response of the filter is shown next. + * The passband gain of the filter is 1.0 and it reaches 0.5 at the cutoff frequency 6 kHz. + * \par + * \image html FIRLPF_response.gif + * \par + * The input signal is shown below. + * The left hand side shows the signal in the time domain while the right hand side is a frequency domain representation. + * The two sine wave components can be clearly seen. + * \par + * \image html FIRLPF_input.gif + * \par + * The output of the filter is shown below. The 15 kHz component has been eliminated. + * \par + * \image html FIRLPF_output.gif + * + * \par Variables Description: + * \par + * \li \c testInput_f32_1kHz_15kHz points to the input data + * \li \c refOutput points to the reference output data + * \li \c testOutput points to the test output data + * \li \c firStateF32 points to state buffer + * \li \c firCoeffs32 points to coefficient buffer + * \li \c blockSize number of samples processed at a time + * \li \c numBlocks number of frames + * + * \par CMSIS DSP Software Library Functions Used: + * \par + * - arm_fir_init_f32() + * - arm_fir_f32() + * + * Refer + * \link arm_fir_example_f32.c \endlink + * + */ + + +/** \example arm_fir_example_f32.c + */ + +/* ---------------------------------------------------------------------- +** Include Files +** ------------------------------------------------------------------- */ + +#include "arm_math.h" +#include "math_helper.h" + +/* ---------------------------------------------------------------------- +** Macro Defines +** ------------------------------------------------------------------- */ + +#define TEST_LENGTH_SAMPLES 320 +#define SNR_THRESHOLD_F32 140.0f +#define BLOCK_SIZE 32 +#define NUM_TAPS 29 + +/* ------------------------------------------------------------------- + * The input signal and reference output (computed with MATLAB) + * are defined externally in arm_fir_lpf_data.c. + * ------------------------------------------------------------------- */ + +extern float32_t testInput_f32_1kHz_15kHz[TEST_LENGTH_SAMPLES]; +extern float32_t refOutput[TEST_LENGTH_SAMPLES]; + +/* ------------------------------------------------------------------- + * Declare Test output buffer + * ------------------------------------------------------------------- */ + +static float32_t testOutput[TEST_LENGTH_SAMPLES]; + +/* ------------------------------------------------------------------- + * Declare State buffer of size (numTaps + blockSize - 1) + * ------------------------------------------------------------------- */ + +static float32_t firStateF32[BLOCK_SIZE + NUM_TAPS - 1]; + +/* ---------------------------------------------------------------------- +** FIR Coefficients buffer generated using fir1() MATLAB function. +** fir1(28, 6/24) +** ------------------------------------------------------------------- */ + +const float32_t firCoeffs32[NUM_TAPS] = { +-0.0018225230f, -0.0015879294f, +0.0000000000f, +0.0036977508f, +0.0080754303f, +0.0085302217f, -0.0000000000f, -0.0173976984f, +-0.0341458607f, -0.0333591565f, +0.0000000000f, +0.0676308395f, +0.1522061835f, +0.2229246956f, +0.2504960933f, +0.2229246956f, ++0.1522061835f, +0.0676308395f, +0.0000000000f, -0.0333591565f, -0.0341458607f, -0.0173976984f, -0.0000000000f, +0.0085302217f, ++0.0080754303f, +0.0036977508f, +0.0000000000f, -0.0015879294f, -0.0018225230f +}; + +/* ------------------------------------------------------------------ + * Global variables for FIR LPF Example + * ------------------------------------------------------------------- */ + +uint32_t blockSize = BLOCK_SIZE; +uint32_t numBlocks = TEST_LENGTH_SAMPLES/BLOCK_SIZE; + +float32_t snr; + +/* ---------------------------------------------------------------------- + * FIR LPF Example + * ------------------------------------------------------------------- */ + +int32_t main(void) +{ + uint32_t i; + arm_fir_instance_f32 S; + arm_status status; + float32_t *inputF32, *outputF32; + + /* Initialize input and output buffer pointers */ + inputF32 = &testInput_f32_1kHz_15kHz[0]; + outputF32 = &testOutput[0]; + + /* Call FIR init function to initialize the instance structure. */ + arm_fir_init_f32(&S, NUM_TAPS, (float32_t *)&firCoeffs32[0], &firStateF32[0], blockSize); + + /* ---------------------------------------------------------------------- + ** Call the FIR process function for every blockSize samples + ** ------------------------------------------------------------------- */ + + for(i=0; i < numBlocks; i++) + { + arm_fir_f32(&S, inputF32 + (i * blockSize), outputF32 + (i * blockSize), blockSize); + } + + /* ---------------------------------------------------------------------- + ** Compare the generated output against the reference output computed + ** in MATLAB. + ** ------------------------------------------------------------------- */ + + snr = arm_snr_f32(&refOutput[0], &testOutput[0], TEST_LENGTH_SAMPLES); + + if (snr < SNR_THRESHOLD_F32) + { + status = ARM_MATH_TEST_FAILURE; + } + else + { + status = ARM_MATH_SUCCESS; + } + + /* ---------------------------------------------------------------------- + ** Loop here if the signal does not match the reference output. + ** ------------------------------------------------------------------- */ + + if( status != ARM_MATH_SUCCESS) + { + while(1); + } + + while(1); /* main function does not return */ +} + +/** \endlink */ + + + diff --git a/libs/CMSIS/DSP_Lib/Examples/arm_graphic_equalizer_example/arm_graphic_equalizer_data.c b/libs/CMSIS/DSP_Lib/Examples/arm_graphic_equalizer_example/arm_graphic_equalizer_data.c new file mode 100644 index 0000000..52bc0b3 --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/arm_graphic_equalizer_example/arm_graphic_equalizer_data.c @@ -0,0 +1,94 @@ +#include "arm_math.h" + +float32_t testRefOutput_f32[320] = { + +0.000000000000000000, 0.001898396760225296, 0.004215449094772339, 0.007432077080011368, 0.010948467999696732, 0.015026375651359558, 0.019191544502973557, 0.023574527353048325, +0.027919445186853409, 0.032277785241603851, 0.036551639437675476, 0.040732793509960175, 0.044799156486988068, 0.048710610717535019, 0.052476800978183746, 0.056059073656797409, +0.059482168406248093, 0.062726479023694992, 0.065821025520563126, 0.068763464689254761, 0.071577839553356171, 0.074270240962505341, 0.076856281608343124, 0.079344697296619415, +0.081745062023401260, 0.084067162126302719, 0.086318407207727432, 0.088509257882833481, 0.090647127479314804, 0.092742368578910828, 0.094802625477313995, 0.096837285906076431, +0.098853722214698792, 0.100859899073839190, 0.102862443774938580, 0.104867763817310330, 0.106881409883499150, 0.108908228576183320, 0.110952425748109820, 0.113017357885837550, +0.115105822682380680, 0.117219865322113040, 0.119361080229282380, 0.121530555188655850, 0.123729091137647630, 0.125957202166318890, 0.128215309232473370, 0.130503740161657330, +0.132822841405868530, 0.135173004120588300, 0.137554679065942760, 0.139968376606702800, 0.142414685338735580, 0.144894234836101530, 0.147407654672861100, 0.149955596774816510, +0.152538605034351350, 0.155157200992107390, 0.157811731100082400, 0.160502441227436070, 0.163229387253522870, 0.165992442518472670, 0.168791320174932480, 0.171625509858131410, +0.174494370818138120, 0.177397061139345170, 0.180332608520984650, 0.183299910277128220, 0.186297744512557980, 0.189324837177991870, 0.192379791289567950, 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b/libs/CMSIS/DSP_Lib/Examples/arm_graphic_equalizer_example/arm_graphic_equalizer_example_q31.c new file mode 100644 index 0000000..1ed0048 --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/arm_graphic_equalizer_example/arm_graphic_equalizer_example_q31.c @@ -0,0 +1,395 @@ +/* ---------------------------------------------------------------------- +* Copyright (C) 2010 ARM Limited. All rights reserved. +* +* $Date: 29. November 2010 +* $Revision: V1.0.3 +* +* Project: CMSIS DSP Library +* Title: arm_graphic_equalizer_example_q31.c +* +* Description: Example showing an audio graphic equalizer constructed +* out of Biquad filters. +* +* Target Processor: Cortex-M4/Cortex-M3 +* +* +* Version 1.0.3 2010/11/29 +* Re-organized the CMSIS folders and updated documentation. +* +* Version 1.0.1 2010/10/05 KK +* Production release and review comments incorporated. +* +* Version 1.0.0 2010/09/20 KK +* Production release and review comments incorporated. +* ------------------------------------------------------------------- */ + +/** + * @ingroup groupExamples + */ + +/** + * @defgroup GEQ5Band Graphic Audio Equalizer Example + * + * \par Description: + * \par + * This example demonstrates how a 5-band graphic equalizer can be constructed + * using the Biquad cascade functions. + * A graphic equalizer is used in audio applications to vary the tonal quality + * of the audio. + * + * \par Block Diagram: + * \par + * The design is based on a cascade of 5 filter sections. + * \image html GEQ_signalflow.gif + * Each filter section is 4th order and consists of a cascade of two Biquads. + * Each filter has a nominal gain of 0 dB (1.0 in linear units) and + * boosts or cuts signals within a specific frequency range. + * The edge frequencies between the 5 bands are 100, 500, 2000, and 6000 Hz. + * Each band has an adjustable boost or cut in the range of +/- 9 dB. + * For example, the band that extends from 500 to 2000 Hz has the response shown below: + * \par + * \image html GEQ_bandresponse.gif + * \par + * With 1 dB steps, each filter has a total of 19 different settings. + * The filter coefficients for all possible 19 settings were precomputed + * in MATLAB and stored in a table. With 5 different tables, there are + * a total of 5 x 19 = 95 different 4th order filters. + * All 95 responses are shown below: + * \par + * \image html GEQ_allbandresponse.gif + * \par + * Each 4th order filter has 10 coefficents for a grand total of 950 different filter + * coefficients that must be tabulated. The input and output data is in Q31 format. + * For better noise performance, the two low frequency bands are implemented using the high + * precision 32x64-bit Biquad filters. The remaining 3 high frequency bands use standard + * 32x32-bit Biquad filters. The input signal used in the example is a logarithmic chirp. + * \par + * \image html GEQ_inputchirp.gif + * \par + * The array bandGains specifies the gain in dB to apply in each band. + * For example, if bandGains={0, -3, 6, 4, -6}; then the output signal will be: + * \par + * \image html GEQ_outputchirp.gif + * \par + * \note The output chirp signal follows the gain or boost of each band. + * \par + * + * \par Variables Description: + * \par + * \li \c testInput_f32 points to the input data + * \li \c testRefOutput_f32 points to the reference output data + * \li \c testOutput points to the test output data + * \li \c inputQ31 temporary input buffer + * \li \c outputQ31 temporary output buffer + * \li \c biquadStateBand1Q31 points to state buffer for band1 + * \li \c biquadStateBand2Q31 points to state buffer for band2 + * \li \c biquadStateBand3Q31 points to state buffer for band3 + * \li \c biquadStateBand4Q31 points to state buffer for band4 + * \li \c biquadStateBand5Q31 points to state buffer for band5 + * \li \c coeffTable points to coefficient buffer for all bands + * \li \c gainDB gain buffer which has gains applied for all the bands + * + * \par CMSIS DSP Software Library Functions Used: + * \par + * - arm_biquad_cas_df1_32x64_init_q31() + * - arm_biquad_cas_df1_32x64_q31() + * - arm_biquad_cascade_df1_init_q31() + * - arm_biquad_cascade_df1_q31() + * - arm_scale_q31() + * - arm_scale_f32() + * - arm_float_to_q31() + * - arm_q31_to_float() + * + * Refer + * \link arm_graphic_equalizer_example_q31.c \endlink + * + */ + + +/** \example arm_graphic_equalizer_example_q31.c + */ + + +#include "arm_math.h" +#include "math_helper.h" + +/* Length of the overall data in the test */ +#define TESTLENGTH 320 + +/* Block size for the underlying processing */ +#define BLOCKSIZE 32 + +/* Total number of blocks to run */ +#define NUMBLOCKS (TESTLENGTH/BLOCKSIZE) + +/* Number of 2nd order Biquad stages per filter */ +#define NUMSTAGES 2 + +#define SNR_THRESHOLD_F32 98 + +/* ------------------------------------------------------------------- + * External Declarations for Input and Output buffers + * ------------------------------------------------------------------- */ + +extern float32_t testInput_f32[TESTLENGTH]; +static float32_t testOutput[TESTLENGTH]; + +extern float32_t testRefOutput_f32[TESTLENGTH]; + +/* ---------------------------------------------------------------------- +** Q31 state buffers for Band1, Band2, Band3, Band4, Band5 +** ------------------------------------------------------------------- */ + +static q63_t biquadStateBand1Q31[4 * 2]; +static q63_t biquadStateBand2Q31[4 * 2]; +static q31_t biquadStateBand3Q31[4 * 2]; +static q31_t biquadStateBand4Q31[4 * 2]; +static q31_t biquadStateBand5Q31[4 * 2]; + +/* ---------------------------------------------------------------------- +** Q31 input and output buffers +** ------------------------------------------------------------------- */ + +q31_t inputQ31[BLOCKSIZE]; +q31_t outputQ31[BLOCKSIZE]; + +/* ---------------------------------------------------------------------- +** Entire coefficient table. There are 10 coefficients per 4th order Biquad +** cascade filter. The first 10 coefficients correspond to the -9 dB gain +** setting of band 1; the next 10 coefficient correspond to the -8 dB gain +** setting of band 1; and so on. There are 10*19=190 coefficients in total +** for band 1 (gains = -9, -8, -7, ..., 9). After this come the 190 coefficients +** for band 2. +** +** The coefficients are in Q29 format and require a postShift of 2. +** ------------------------------------------------------------------- */ + +const q31_t coeffTable[950] = { + + /* Band 1, -9 dB gain */ + 535576962, -1071153923, 535576962, 1073741824, -536870912, 535576962, -1063501998, 527979313, 1060865294, -524146981, + /* Band 1, -8 dB gain */ + 535723226, -1071446451, 535723226, 1073741824, -536870912, 535723226, -1063568947, 527903217, 1061230578, -524503778, + 535868593, -1071737186, 535868593, 1073741824, -536870912, 535868593, -1063627467, 527819780, 1061585502, -524850686, + 536013181, -1072026363, 536013181, 1073741824, -536870912, 536013181, -1063677598, 527728935, 1061930361, -525187972, + 536157109, -1072314217, 536157109, 1073741824, -536870912, 536157109, -1063719372, 527630607, 1062265438, -525515897, + 536300492, -1072600983, 536300492, 1073741824, -536870912, 536300492, -1063752815, 527524720, 1062591011, 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537585666, 1073741824, -536870912, 537585666, -1063679666, 526215534, 1065135536, -528333059, + 537730015, -1075460030, 537730015, 1073741824, -536870912, 537730015, -1063629666, 526028380, 1065379699, -528573409, + 537875106, -1075750212, 537875106, 1073741824, -536870912, 537875106, -1063571152, 525832396, 1065616936, -528807045, + 538021057, -1076042114, 538021057, 1073741824, -536870912, 538021057, -1063504065, 525627429, 1065847444, -529034151, + 538167989, -1076335977, 538167989, 1073741824, -536870912, 538167989, -1063428338, 525413317, 1066071412, -529254907, + + /* Band 2, -9 dB gain */ + 531784976, -1055497692, 523873415, 1066213307, -529420241, 531784976, -1040357886, 509828014, 1028908252, -494627367, + /* Band 2, -8 dB gain */ + 532357636, -1056601982, 524400080, 1066115844, -529326645, 532357636, -1040623406, 509562600, 1030462237, -496062122, + 532927392, -1057707729, 524931110, 1066024274, -529239070, 532927392, -1040848253, 509262081, 1031969246, -497457090, + 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------------------------------------------------------------------- */ + +int32_t main(void) +{ + float32_t *inputF32, *outputF32; + arm_biquad_cas_df1_32x64_ins_q31 S1; + arm_biquad_cas_df1_32x64_ins_q31 S2; + arm_biquad_casd_df1_inst_q31 S3; + arm_biquad_casd_df1_inst_q31 S4; + arm_biquad_casd_df1_inst_q31 S5; + int i; + int32_t status; + + inputF32 = &testInput_f32[0]; + outputF32 = &testOutput[0]; + + /* Initialize the state and coefficient buffers for all Biquad sections */ + + arm_biquad_cas_df1_32x64_init_q31(&S1, NUMSTAGES, + (q31_t *) &coeffTable[190*0 + 10*(gainDB[0] + 9)], + &biquadStateBand1Q31[0], 2); + + arm_biquad_cas_df1_32x64_init_q31(&S2, NUMSTAGES, + (q31_t *) &coeffTable[190*1 + 10*(gainDB[1] + 9)], + &biquadStateBand2Q31[0], 2); + + arm_biquad_cascade_df1_init_q31(&S3, NUMSTAGES, + (q31_t *) &coeffTable[190*2 + 10*(gainDB[2] + 9)], + &biquadStateBand3Q31[0], 2); + + arm_biquad_cascade_df1_init_q31(&S4, NUMSTAGES, + (q31_t *) &coeffTable[190*3 + 10*(gainDB[3] + 9)], + &biquadStateBand4Q31[0], 2); + + arm_biquad_cascade_df1_init_q31(&S5, NUMSTAGES, + (q31_t *) &coeffTable[190*4 + 10*(gainDB[4] + 9)], + &biquadStateBand5Q31[0], 2); + + + /* Call the process functions and needs to change filter coefficients + for varying the gain of each band */ + + for(i=0; i < NUMBLOCKS; i++) + { + + /* ---------------------------------------------------------------------- + ** Convert block of input data from float to Q31 + ** ------------------------------------------------------------------- */ + + arm_float_to_q31(inputF32 + (i*BLOCKSIZE), inputQ31, BLOCKSIZE); + + /* ---------------------------------------------------------------------- + ** Scale down by 1/8. This provides additional headroom so that the + ** graphic EQ can apply gain. + ** ------------------------------------------------------------------- */ + + arm_scale_q31(inputQ31, 0x7FFFFFFF, -3, inputQ31, BLOCKSIZE); + + /* ---------------------------------------------------------------------- + ** Call the Q31 Biquad Cascade DF1 32x64 process function for band1, band2 + ** ------------------------------------------------------------------- */ + + arm_biquad_cas_df1_32x64_q31(&S1, inputQ31, outputQ31, BLOCKSIZE); + arm_biquad_cas_df1_32x64_q31(&S2, outputQ31, outputQ31, BLOCKSIZE); + + /* ---------------------------------------------------------------------- + ** Call the Q31 Biquad Cascade DF1 process function for band3, band4, band5 + ** ------------------------------------------------------------------- */ + + arm_biquad_cascade_df1_q31(&S3, outputQ31, outputQ31, BLOCKSIZE); + arm_biquad_cascade_df1_q31(&S4, outputQ31, outputQ31, BLOCKSIZE); + arm_biquad_cascade_df1_q31(&S5, outputQ31, outputQ31, BLOCKSIZE); + + /* ---------------------------------------------------------------------- + ** Convert Q31 result back to float + ** ------------------------------------------------------------------- */ + + arm_q31_to_float(outputQ31, outputF32 + (i * BLOCKSIZE), BLOCKSIZE); + + /* ---------------------------------------------------------------------- + ** Scale back up + ** ------------------------------------------------------------------- */ + + arm_scale_f32(outputF32 + (i * BLOCKSIZE), 8.0f, outputF32 + (i * BLOCKSIZE), BLOCKSIZE); + }; + + snr = arm_snr_f32(testRefOutput_f32, testOutput, TESTLENGTH); + + if (snr < SNR_THRESHOLD_F32) + { + status = ARM_MATH_TEST_FAILURE; + } + else + { + status = ARM_MATH_SUCCESS; + } + + /* ---------------------------------------------------------------------- + ** Loop here if the signal does not match the reference output. + ** ------------------------------------------------------------------- */ + + if( status != ARM_MATH_SUCCESS) + { + while(1); + } + + while(1); /* main function does not return */ +} + +/** \endlink */ + + + diff --git a/libs/CMSIS/DSP_Lib/Examples/arm_linear_interp_example/arm_linear_interp_data.c b/libs/CMSIS/DSP_Lib/Examples/arm_linear_interp_example/arm_linear_interp_data.c new file mode 100644 index 0000000..fb4626f --- /dev/null +++ b/libs/CMSIS/DSP_Lib/Examples/arm_linear_interp_example/arm_linear_interp_data.c @@ -0,0 +1,23576 @@ + +/* ---------------------------------------------------------------------- +* Table generated from following MATLAB Command +* x = -pi: 0.00005 : (2*pi - 0.00005); +* y = sin(x); +* where pi value is 3.141592653589793 +* --------------------------------------------------------------------*/ + +const float arm_linear_interep_table[188495] = { + + +-0.000000000000000122, -0.000049999999979173, -0.000099999999833667, -0.000149999999437717, -0.000199999998666767, -0.000249999997395817, -0.000299999995500311, -0.000349999992854362, 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