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- /* ----------------------------------------------------------------------
- * 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<math.h>
- /* ----------------------------------------------------------------------
- * 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;
- }
-
- }
- }
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