The CMSIS DSP 5 library
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functions/FilteringFunctions/arm_fir_interpolate_f32.c@3:4098b9d3d571, 2018-06-21 (annotated)
- Committer:
- xorjoep
- Date:
- Thu Jun 21 11:56:27 2018 +0000
- Revision:
- 3:4098b9d3d571
- Parent:
- 1:24714b45cd1b
headers is a folder not a library
Who changed what in which revision?
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xorjoep | 1:24714b45cd1b | 1 | /* ---------------------------------------------------------------------- |
xorjoep | 1:24714b45cd1b | 2 | * Project: CMSIS DSP Library |
xorjoep | 1:24714b45cd1b | 3 | * Title: arm_fir_interpolate_f32.c |
xorjoep | 1:24714b45cd1b | 4 | * Description: Floating-point FIR interpolation sequences |
xorjoep | 1:24714b45cd1b | 5 | * |
xorjoep | 1:24714b45cd1b | 6 | * $Date: 27. January 2017 |
xorjoep | 1:24714b45cd1b | 7 | * $Revision: V.1.5.1 |
xorjoep | 1:24714b45cd1b | 8 | * |
xorjoep | 1:24714b45cd1b | 9 | * Target Processor: Cortex-M cores |
xorjoep | 1:24714b45cd1b | 10 | * -------------------------------------------------------------------- */ |
xorjoep | 1:24714b45cd1b | 11 | /* |
xorjoep | 1:24714b45cd1b | 12 | * Copyright (C) 2010-2017 ARM Limited or its affiliates. All rights reserved. |
xorjoep | 1:24714b45cd1b | 13 | * |
xorjoep | 1:24714b45cd1b | 14 | * SPDX-License-Identifier: Apache-2.0 |
xorjoep | 1:24714b45cd1b | 15 | * |
xorjoep | 1:24714b45cd1b | 16 | * Licensed under the Apache License, Version 2.0 (the License); you may |
xorjoep | 1:24714b45cd1b | 17 | * not use this file except in compliance with the License. |
xorjoep | 1:24714b45cd1b | 18 | * You may obtain a copy of the License at |
xorjoep | 1:24714b45cd1b | 19 | * |
xorjoep | 1:24714b45cd1b | 20 | * www.apache.org/licenses/LICENSE-2.0 |
xorjoep | 1:24714b45cd1b | 21 | * |
xorjoep | 1:24714b45cd1b | 22 | * Unless required by applicable law or agreed to in writing, software |
xorjoep | 1:24714b45cd1b | 23 | * distributed under the License is distributed on an AS IS BASIS, WITHOUT |
xorjoep | 1:24714b45cd1b | 24 | * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
xorjoep | 1:24714b45cd1b | 25 | * See the License for the specific language governing permissions and |
xorjoep | 1:24714b45cd1b | 26 | * limitations under the License. |
xorjoep | 1:24714b45cd1b | 27 | */ |
xorjoep | 1:24714b45cd1b | 28 | |
xorjoep | 1:24714b45cd1b | 29 | #include "arm_math.h" |
xorjoep | 1:24714b45cd1b | 30 | |
xorjoep | 1:24714b45cd1b | 31 | /** |
xorjoep | 1:24714b45cd1b | 32 | * @defgroup FIR_Interpolate Finite Impulse Response (FIR) Interpolator |
xorjoep | 1:24714b45cd1b | 33 | * |
xorjoep | 1:24714b45cd1b | 34 | * These functions combine an upsampler (zero stuffer) and an FIR filter. |
xorjoep | 1:24714b45cd1b | 35 | * They are used in multirate systems for increasing the sample rate of a signal without introducing high frequency images. |
xorjoep | 1:24714b45cd1b | 36 | * Conceptually, the functions are equivalent to the block diagram below: |
xorjoep | 1:24714b45cd1b | 37 | * \image html FIRInterpolator.gif "Components included in the FIR Interpolator functions" |
xorjoep | 1:24714b45cd1b | 38 | * After upsampling by a factor of <code>L</code>, the signal should be filtered by a lowpass filter with a normalized |
xorjoep | 1:24714b45cd1b | 39 | * cutoff frequency of <code>1/L</code> in order to eliminate high frequency copies of the spectrum. |
xorjoep | 1:24714b45cd1b | 40 | * The user of the function is responsible for providing the filter coefficients. |
xorjoep | 1:24714b45cd1b | 41 | * |
xorjoep | 1:24714b45cd1b | 42 | * The FIR interpolator functions provided in the CMSIS DSP Library combine the upsampler and FIR filter in an efficient manner. |
xorjoep | 1:24714b45cd1b | 43 | * The upsampler inserts <code>L-1</code> zeros between each sample. |
xorjoep | 1:24714b45cd1b | 44 | * Instead of multiplying by these zero values, the FIR filter is designed to skip them. |
xorjoep | 1:24714b45cd1b | 45 | * This leads to an efficient implementation without any wasted effort. |
xorjoep | 1:24714b45cd1b | 46 | * The functions operate on blocks of input and output data. |
xorjoep | 1:24714b45cd1b | 47 | * <code>pSrc</code> points to an array of <code>blockSize</code> input values and |
xorjoep | 1:24714b45cd1b | 48 | * <code>pDst</code> points to an array of <code>blockSize*L</code> output values. |
xorjoep | 1:24714b45cd1b | 49 | * |
xorjoep | 1:24714b45cd1b | 50 | * The library provides separate functions for Q15, Q31, and floating-point data types. |
xorjoep | 1:24714b45cd1b | 51 | * |
xorjoep | 1:24714b45cd1b | 52 | * \par Algorithm: |
xorjoep | 1:24714b45cd1b | 53 | * The functions use a polyphase filter structure: |
xorjoep | 1:24714b45cd1b | 54 | * <pre> |
xorjoep | 1:24714b45cd1b | 55 | * y[n] = b[0] * x[n] + b[L] * x[n-1] + ... + b[L*(phaseLength-1)] * x[n-phaseLength+1] |
xorjoep | 1:24714b45cd1b | 56 | * y[n+1] = b[1] * x[n] + b[L+1] * x[n-1] + ... + b[L*(phaseLength-1)+1] * x[n-phaseLength+1] |
xorjoep | 1:24714b45cd1b | 57 | * ... |
xorjoep | 1:24714b45cd1b | 58 | * y[n+(L-1)] = b[L-1] * x[n] + b[2*L-1] * x[n-1] + ....+ b[L*(phaseLength-1)+(L-1)] * x[n-phaseLength+1] |
xorjoep | 1:24714b45cd1b | 59 | * </pre> |
xorjoep | 1:24714b45cd1b | 60 | * This approach is more efficient than straightforward upsample-then-filter algorithms. |
xorjoep | 1:24714b45cd1b | 61 | * With this method the computation is reduced by a factor of <code>1/L</code> when compared to using a standard FIR filter. |
xorjoep | 1:24714b45cd1b | 62 | * \par |
xorjoep | 1:24714b45cd1b | 63 | * <code>pCoeffs</code> points to a coefficient array of size <code>numTaps</code>. |
xorjoep | 1:24714b45cd1b | 64 | * <code>numTaps</code> must be a multiple of the interpolation factor <code>L</code> and this is checked by the |
xorjoep | 1:24714b45cd1b | 65 | * initialization functions. |
xorjoep | 1:24714b45cd1b | 66 | * Internally, the function divides the FIR filter's impulse response into shorter filters of length |
xorjoep | 1:24714b45cd1b | 67 | * <code>phaseLength=numTaps/L</code>. |
xorjoep | 1:24714b45cd1b | 68 | * Coefficients are stored in time reversed order. |
xorjoep | 1:24714b45cd1b | 69 | * \par |
xorjoep | 1:24714b45cd1b | 70 | * <pre> |
xorjoep | 1:24714b45cd1b | 71 | * {b[numTaps-1], b[numTaps-2], b[N-2], ..., b[1], b[0]} |
xorjoep | 1:24714b45cd1b | 72 | * </pre> |
xorjoep | 1:24714b45cd1b | 73 | * \par |
xorjoep | 1:24714b45cd1b | 74 | * <code>pState</code> points to a state array of size <code>blockSize + phaseLength - 1</code>. |
xorjoep | 1:24714b45cd1b | 75 | * Samples in the state buffer are stored in the order: |
xorjoep | 1:24714b45cd1b | 76 | * \par |
xorjoep | 1:24714b45cd1b | 77 | * <pre> |
xorjoep | 1:24714b45cd1b | 78 | * {x[n-phaseLength+1], x[n-phaseLength], x[n-phaseLength-1], x[n-phaseLength-2]....x[0], x[1], ..., x[blockSize-1]} |
xorjoep | 1:24714b45cd1b | 79 | * </pre> |
xorjoep | 1:24714b45cd1b | 80 | * The state variables are updated after each block of data is processed, the coefficients are untouched. |
xorjoep | 1:24714b45cd1b | 81 | * |
xorjoep | 1:24714b45cd1b | 82 | * \par Instance Structure |
xorjoep | 1:24714b45cd1b | 83 | * The coefficients and state variables for a filter are stored together in an instance data structure. |
xorjoep | 1:24714b45cd1b | 84 | * A separate instance structure must be defined for each filter. |
xorjoep | 1:24714b45cd1b | 85 | * Coefficient arrays may be shared among several instances while state variable array should be allocated separately. |
xorjoep | 1:24714b45cd1b | 86 | * There are separate instance structure declarations for each of the 3 supported data types. |
xorjoep | 1:24714b45cd1b | 87 | * |
xorjoep | 1:24714b45cd1b | 88 | * \par Initialization Functions |
xorjoep | 1:24714b45cd1b | 89 | * There is also an associated initialization function for each data type. |
xorjoep | 1:24714b45cd1b | 90 | * The initialization function performs the following operations: |
xorjoep | 1:24714b45cd1b | 91 | * - Sets the values of the internal structure fields. |
xorjoep | 1:24714b45cd1b | 92 | * - Zeros out the values in the state buffer. |
xorjoep | 1:24714b45cd1b | 93 | * - Checks to make sure that the length of the filter is a multiple of the interpolation factor. |
xorjoep | 1:24714b45cd1b | 94 | * To do this manually without calling the init function, assign the follow subfields of the instance structure: |
xorjoep | 1:24714b45cd1b | 95 | * L (interpolation factor), pCoeffs, phaseLength (numTaps / L), pState. Also set all of the values in pState to zero. |
xorjoep | 1:24714b45cd1b | 96 | * |
xorjoep | 1:24714b45cd1b | 97 | * \par |
xorjoep | 1:24714b45cd1b | 98 | * Use of the initialization function is optional. |
xorjoep | 1:24714b45cd1b | 99 | * However, if the initialization function is used, then the instance structure cannot be placed into a const data section. |
xorjoep | 1:24714b45cd1b | 100 | * To place an instance structure into a const data section, the instance structure must be manually initialized. |
xorjoep | 1:24714b45cd1b | 101 | * The code below statically initializes each of the 3 different data type filter instance structures |
xorjoep | 1:24714b45cd1b | 102 | * <pre> |
xorjoep | 1:24714b45cd1b | 103 | * arm_fir_interpolate_instance_f32 S = {L, phaseLength, pCoeffs, pState}; |
xorjoep | 1:24714b45cd1b | 104 | * arm_fir_interpolate_instance_q31 S = {L, phaseLength, pCoeffs, pState}; |
xorjoep | 1:24714b45cd1b | 105 | * arm_fir_interpolate_instance_q15 S = {L, phaseLength, pCoeffs, pState}; |
xorjoep | 1:24714b45cd1b | 106 | * </pre> |
xorjoep | 1:24714b45cd1b | 107 | * where <code>L</code> is the interpolation factor; <code>phaseLength=numTaps/L</code> is the |
xorjoep | 1:24714b45cd1b | 108 | * length of each of the shorter FIR filters used internally, |
xorjoep | 1:24714b45cd1b | 109 | * <code>pCoeffs</code> is the address of the coefficient buffer; |
xorjoep | 1:24714b45cd1b | 110 | * <code>pState</code> is the address of the state buffer. |
xorjoep | 1:24714b45cd1b | 111 | * Be sure to set the values in the state buffer to zeros when doing static initialization. |
xorjoep | 1:24714b45cd1b | 112 | * |
xorjoep | 1:24714b45cd1b | 113 | * \par Fixed-Point Behavior |
xorjoep | 1:24714b45cd1b | 114 | * Care must be taken when using the fixed-point versions of the FIR interpolate filter functions. |
xorjoep | 1:24714b45cd1b | 115 | * In particular, the overflow and saturation behavior of the accumulator used in each function must be considered. |
xorjoep | 1:24714b45cd1b | 116 | * Refer to the function specific documentation below for usage guidelines. |
xorjoep | 1:24714b45cd1b | 117 | */ |
xorjoep | 1:24714b45cd1b | 118 | |
xorjoep | 1:24714b45cd1b | 119 | /** |
xorjoep | 1:24714b45cd1b | 120 | * @addtogroup FIR_Interpolate |
xorjoep | 1:24714b45cd1b | 121 | * @{ |
xorjoep | 1:24714b45cd1b | 122 | */ |
xorjoep | 1:24714b45cd1b | 123 | |
xorjoep | 1:24714b45cd1b | 124 | /** |
xorjoep | 1:24714b45cd1b | 125 | * @brief Processing function for the floating-point FIR interpolator. |
xorjoep | 1:24714b45cd1b | 126 | * @param[in] *S points to an instance of the floating-point FIR interpolator structure. |
xorjoep | 1:24714b45cd1b | 127 | * @param[in] *pSrc points to the block of input data. |
xorjoep | 1:24714b45cd1b | 128 | * @param[out] *pDst points to the block of output data. |
xorjoep | 1:24714b45cd1b | 129 | * @param[in] blockSize number of input samples to process per call. |
xorjoep | 1:24714b45cd1b | 130 | * @return none. |
xorjoep | 1:24714b45cd1b | 131 | */ |
xorjoep | 1:24714b45cd1b | 132 | #if defined (ARM_MATH_DSP) |
xorjoep | 1:24714b45cd1b | 133 | |
xorjoep | 1:24714b45cd1b | 134 | /* Run the below code for Cortex-M4 and Cortex-M3 */ |
xorjoep | 1:24714b45cd1b | 135 | |
xorjoep | 1:24714b45cd1b | 136 | void arm_fir_interpolate_f32( |
xorjoep | 1:24714b45cd1b | 137 | const arm_fir_interpolate_instance_f32 * S, |
xorjoep | 1:24714b45cd1b | 138 | float32_t * pSrc, |
xorjoep | 1:24714b45cd1b | 139 | float32_t * pDst, |
xorjoep | 1:24714b45cd1b | 140 | uint32_t blockSize) |
xorjoep | 1:24714b45cd1b | 141 | { |
xorjoep | 1:24714b45cd1b | 142 | float32_t *pState = S->pState; /* State pointer */ |
xorjoep | 1:24714b45cd1b | 143 | float32_t *pCoeffs = S->pCoeffs; /* Coefficient pointer */ |
xorjoep | 1:24714b45cd1b | 144 | float32_t *pStateCurnt; /* Points to the current sample of the state */ |
xorjoep | 1:24714b45cd1b | 145 | float32_t *ptr1, *ptr2; /* Temporary pointers for state and coefficient buffers */ |
xorjoep | 1:24714b45cd1b | 146 | float32_t sum0; /* Accumulators */ |
xorjoep | 1:24714b45cd1b | 147 | float32_t x0, c0; /* Temporary variables to hold state and coefficient values */ |
xorjoep | 1:24714b45cd1b | 148 | uint32_t i, blkCnt, j; /* Loop counters */ |
xorjoep | 1:24714b45cd1b | 149 | uint16_t phaseLen = S->phaseLength, tapCnt; /* Length of each polyphase filter component */ |
xorjoep | 1:24714b45cd1b | 150 | float32_t acc0, acc1, acc2, acc3; |
xorjoep | 1:24714b45cd1b | 151 | float32_t x1, x2, x3; |
xorjoep | 1:24714b45cd1b | 152 | uint32_t blkCntN4; |
xorjoep | 1:24714b45cd1b | 153 | float32_t c1, c2, c3; |
xorjoep | 1:24714b45cd1b | 154 | |
xorjoep | 1:24714b45cd1b | 155 | /* S->pState buffer contains previous frame (phaseLen - 1) samples */ |
xorjoep | 1:24714b45cd1b | 156 | /* pStateCurnt points to the location where the new input data should be written */ |
xorjoep | 1:24714b45cd1b | 157 | pStateCurnt = S->pState + (phaseLen - 1U); |
xorjoep | 1:24714b45cd1b | 158 | |
xorjoep | 1:24714b45cd1b | 159 | /* Initialise blkCnt */ |
xorjoep | 1:24714b45cd1b | 160 | blkCnt = blockSize / 4; |
xorjoep | 1:24714b45cd1b | 161 | blkCntN4 = blockSize - (4 * blkCnt); |
xorjoep | 1:24714b45cd1b | 162 | |
xorjoep | 1:24714b45cd1b | 163 | /* Samples loop unrolled by 4 */ |
xorjoep | 1:24714b45cd1b | 164 | while (blkCnt > 0U) |
xorjoep | 1:24714b45cd1b | 165 | { |
xorjoep | 1:24714b45cd1b | 166 | /* Copy new input sample into the state buffer */ |
xorjoep | 1:24714b45cd1b | 167 | *pStateCurnt++ = *pSrc++; |
xorjoep | 1:24714b45cd1b | 168 | *pStateCurnt++ = *pSrc++; |
xorjoep | 1:24714b45cd1b | 169 | *pStateCurnt++ = *pSrc++; |
xorjoep | 1:24714b45cd1b | 170 | *pStateCurnt++ = *pSrc++; |
xorjoep | 1:24714b45cd1b | 171 | |
xorjoep | 1:24714b45cd1b | 172 | /* Address modifier index of coefficient buffer */ |
xorjoep | 1:24714b45cd1b | 173 | j = 1U; |
xorjoep | 1:24714b45cd1b | 174 | |
xorjoep | 1:24714b45cd1b | 175 | /* Loop over the Interpolation factor. */ |
xorjoep | 1:24714b45cd1b | 176 | i = (S->L); |
xorjoep | 1:24714b45cd1b | 177 | |
xorjoep | 1:24714b45cd1b | 178 | while (i > 0U) |
xorjoep | 1:24714b45cd1b | 179 | { |
xorjoep | 1:24714b45cd1b | 180 | /* Set accumulator to zero */ |
xorjoep | 1:24714b45cd1b | 181 | acc0 = 0.0f; |
xorjoep | 1:24714b45cd1b | 182 | acc1 = 0.0f; |
xorjoep | 1:24714b45cd1b | 183 | acc2 = 0.0f; |
xorjoep | 1:24714b45cd1b | 184 | acc3 = 0.0f; |
xorjoep | 1:24714b45cd1b | 185 | |
xorjoep | 1:24714b45cd1b | 186 | /* Initialize state pointer */ |
xorjoep | 1:24714b45cd1b | 187 | ptr1 = pState; |
xorjoep | 1:24714b45cd1b | 188 | |
xorjoep | 1:24714b45cd1b | 189 | /* Initialize coefficient pointer */ |
xorjoep | 1:24714b45cd1b | 190 | ptr2 = pCoeffs + (S->L - j); |
xorjoep | 1:24714b45cd1b | 191 | |
xorjoep | 1:24714b45cd1b | 192 | /* Loop over the polyPhase length. Unroll by a factor of 4. |
xorjoep | 1:24714b45cd1b | 193 | ** Repeat until we've computed numTaps-(4*S->L) coefficients. */ |
xorjoep | 1:24714b45cd1b | 194 | tapCnt = phaseLen >> 2U; |
xorjoep | 1:24714b45cd1b | 195 | |
xorjoep | 1:24714b45cd1b | 196 | x0 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 197 | x1 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 198 | x2 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 199 | |
xorjoep | 1:24714b45cd1b | 200 | while (tapCnt > 0U) |
xorjoep | 1:24714b45cd1b | 201 | { |
xorjoep | 1:24714b45cd1b | 202 | |
xorjoep | 1:24714b45cd1b | 203 | /* Read the input sample */ |
xorjoep | 1:24714b45cd1b | 204 | x3 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 205 | |
xorjoep | 1:24714b45cd1b | 206 | /* Read the coefficient */ |
xorjoep | 1:24714b45cd1b | 207 | c0 = *(ptr2); |
xorjoep | 1:24714b45cd1b | 208 | |
xorjoep | 1:24714b45cd1b | 209 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 210 | acc0 += x0 * c0; |
xorjoep | 1:24714b45cd1b | 211 | acc1 += x1 * c0; |
xorjoep | 1:24714b45cd1b | 212 | acc2 += x2 * c0; |
xorjoep | 1:24714b45cd1b | 213 | acc3 += x3 * c0; |
xorjoep | 1:24714b45cd1b | 214 | |
xorjoep | 1:24714b45cd1b | 215 | /* Read the coefficient */ |
xorjoep | 1:24714b45cd1b | 216 | c1 = *(ptr2 + S->L); |
xorjoep | 1:24714b45cd1b | 217 | |
xorjoep | 1:24714b45cd1b | 218 | /* Read the input sample */ |
xorjoep | 1:24714b45cd1b | 219 | x0 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 220 | |
xorjoep | 1:24714b45cd1b | 221 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 222 | acc0 += x1 * c1; |
xorjoep | 1:24714b45cd1b | 223 | acc1 += x2 * c1; |
xorjoep | 1:24714b45cd1b | 224 | acc2 += x3 * c1; |
xorjoep | 1:24714b45cd1b | 225 | acc3 += x0 * c1; |
xorjoep | 1:24714b45cd1b | 226 | |
xorjoep | 1:24714b45cd1b | 227 | /* Read the coefficient */ |
xorjoep | 1:24714b45cd1b | 228 | c2 = *(ptr2 + S->L * 2); |
xorjoep | 1:24714b45cd1b | 229 | |
xorjoep | 1:24714b45cd1b | 230 | /* Read the input sample */ |
xorjoep | 1:24714b45cd1b | 231 | x1 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 232 | |
xorjoep | 1:24714b45cd1b | 233 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 234 | acc0 += x2 * c2; |
xorjoep | 1:24714b45cd1b | 235 | acc1 += x3 * c2; |
xorjoep | 1:24714b45cd1b | 236 | acc2 += x0 * c2; |
xorjoep | 1:24714b45cd1b | 237 | acc3 += x1 * c2; |
xorjoep | 1:24714b45cd1b | 238 | |
xorjoep | 1:24714b45cd1b | 239 | /* Read the coefficient */ |
xorjoep | 1:24714b45cd1b | 240 | c3 = *(ptr2 + S->L * 3); |
xorjoep | 1:24714b45cd1b | 241 | |
xorjoep | 1:24714b45cd1b | 242 | /* Read the input sample */ |
xorjoep | 1:24714b45cd1b | 243 | x2 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 244 | |
xorjoep | 1:24714b45cd1b | 245 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 246 | acc0 += x3 * c3; |
xorjoep | 1:24714b45cd1b | 247 | acc1 += x0 * c3; |
xorjoep | 1:24714b45cd1b | 248 | acc2 += x1 * c3; |
xorjoep | 1:24714b45cd1b | 249 | acc3 += x2 * c3; |
xorjoep | 1:24714b45cd1b | 250 | |
xorjoep | 1:24714b45cd1b | 251 | |
xorjoep | 1:24714b45cd1b | 252 | /* Upsampling is done by stuffing L-1 zeros between each sample. |
xorjoep | 1:24714b45cd1b | 253 | * So instead of multiplying zeros with coefficients, |
xorjoep | 1:24714b45cd1b | 254 | * Increment the coefficient pointer by interpolation factor times. */ |
xorjoep | 1:24714b45cd1b | 255 | ptr2 += 4 * S->L; |
xorjoep | 1:24714b45cd1b | 256 | |
xorjoep | 1:24714b45cd1b | 257 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 258 | tapCnt--; |
xorjoep | 1:24714b45cd1b | 259 | } |
xorjoep | 1:24714b45cd1b | 260 | |
xorjoep | 1:24714b45cd1b | 261 | /* If the polyPhase length is not a multiple of 4, compute the remaining filter taps */ |
xorjoep | 1:24714b45cd1b | 262 | tapCnt = phaseLen % 0x4U; |
xorjoep | 1:24714b45cd1b | 263 | |
xorjoep | 1:24714b45cd1b | 264 | while (tapCnt > 0U) |
xorjoep | 1:24714b45cd1b | 265 | { |
xorjoep | 1:24714b45cd1b | 266 | |
xorjoep | 1:24714b45cd1b | 267 | /* Read the input sample */ |
xorjoep | 1:24714b45cd1b | 268 | x3 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 269 | |
xorjoep | 1:24714b45cd1b | 270 | /* Read the coefficient */ |
xorjoep | 1:24714b45cd1b | 271 | c0 = *(ptr2); |
xorjoep | 1:24714b45cd1b | 272 | |
xorjoep | 1:24714b45cd1b | 273 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 274 | acc0 += x0 * c0; |
xorjoep | 1:24714b45cd1b | 275 | acc1 += x1 * c0; |
xorjoep | 1:24714b45cd1b | 276 | acc2 += x2 * c0; |
xorjoep | 1:24714b45cd1b | 277 | acc3 += x3 * c0; |
xorjoep | 1:24714b45cd1b | 278 | |
xorjoep | 1:24714b45cd1b | 279 | /* Increment the coefficient pointer by interpolation factor times. */ |
xorjoep | 1:24714b45cd1b | 280 | ptr2 += S->L; |
xorjoep | 1:24714b45cd1b | 281 | |
xorjoep | 1:24714b45cd1b | 282 | /* update states for next sample processing */ |
xorjoep | 1:24714b45cd1b | 283 | x0 = x1; |
xorjoep | 1:24714b45cd1b | 284 | x1 = x2; |
xorjoep | 1:24714b45cd1b | 285 | x2 = x3; |
xorjoep | 1:24714b45cd1b | 286 | |
xorjoep | 1:24714b45cd1b | 287 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 288 | tapCnt--; |
xorjoep | 1:24714b45cd1b | 289 | } |
xorjoep | 1:24714b45cd1b | 290 | |
xorjoep | 1:24714b45cd1b | 291 | /* The result is in the accumulator, store in the destination buffer. */ |
xorjoep | 1:24714b45cd1b | 292 | *pDst = acc0; |
xorjoep | 1:24714b45cd1b | 293 | *(pDst + S->L) = acc1; |
xorjoep | 1:24714b45cd1b | 294 | *(pDst + 2 * S->L) = acc2; |
xorjoep | 1:24714b45cd1b | 295 | *(pDst + 3 * S->L) = acc3; |
xorjoep | 1:24714b45cd1b | 296 | |
xorjoep | 1:24714b45cd1b | 297 | pDst++; |
xorjoep | 1:24714b45cd1b | 298 | |
xorjoep | 1:24714b45cd1b | 299 | /* Increment the address modifier index of coefficient buffer */ |
xorjoep | 1:24714b45cd1b | 300 | j++; |
xorjoep | 1:24714b45cd1b | 301 | |
xorjoep | 1:24714b45cd1b | 302 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 303 | i--; |
xorjoep | 1:24714b45cd1b | 304 | } |
xorjoep | 1:24714b45cd1b | 305 | |
xorjoep | 1:24714b45cd1b | 306 | /* Advance the state pointer by 1 |
xorjoep | 1:24714b45cd1b | 307 | * to process the next group of interpolation factor number samples */ |
xorjoep | 1:24714b45cd1b | 308 | pState = pState + 4; |
xorjoep | 1:24714b45cd1b | 309 | |
xorjoep | 1:24714b45cd1b | 310 | pDst += S->L * 3; |
xorjoep | 1:24714b45cd1b | 311 | |
xorjoep | 1:24714b45cd1b | 312 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 313 | blkCnt--; |
xorjoep | 1:24714b45cd1b | 314 | } |
xorjoep | 1:24714b45cd1b | 315 | |
xorjoep | 1:24714b45cd1b | 316 | /* If the blockSize is not a multiple of 4, compute any remaining output samples here. |
xorjoep | 1:24714b45cd1b | 317 | ** No loop unrolling is used. */ |
xorjoep | 1:24714b45cd1b | 318 | |
xorjoep | 1:24714b45cd1b | 319 | while (blkCntN4 > 0U) |
xorjoep | 1:24714b45cd1b | 320 | { |
xorjoep | 1:24714b45cd1b | 321 | /* Copy new input sample into the state buffer */ |
xorjoep | 1:24714b45cd1b | 322 | *pStateCurnt++ = *pSrc++; |
xorjoep | 1:24714b45cd1b | 323 | |
xorjoep | 1:24714b45cd1b | 324 | /* Address modifier index of coefficient buffer */ |
xorjoep | 1:24714b45cd1b | 325 | j = 1U; |
xorjoep | 1:24714b45cd1b | 326 | |
xorjoep | 1:24714b45cd1b | 327 | /* Loop over the Interpolation factor. */ |
xorjoep | 1:24714b45cd1b | 328 | i = S->L; |
xorjoep | 1:24714b45cd1b | 329 | while (i > 0U) |
xorjoep | 1:24714b45cd1b | 330 | { |
xorjoep | 1:24714b45cd1b | 331 | /* Set accumulator to zero */ |
xorjoep | 1:24714b45cd1b | 332 | sum0 = 0.0f; |
xorjoep | 1:24714b45cd1b | 333 | |
xorjoep | 1:24714b45cd1b | 334 | /* Initialize state pointer */ |
xorjoep | 1:24714b45cd1b | 335 | ptr1 = pState; |
xorjoep | 1:24714b45cd1b | 336 | |
xorjoep | 1:24714b45cd1b | 337 | /* Initialize coefficient pointer */ |
xorjoep | 1:24714b45cd1b | 338 | ptr2 = pCoeffs + (S->L - j); |
xorjoep | 1:24714b45cd1b | 339 | |
xorjoep | 1:24714b45cd1b | 340 | /* Loop over the polyPhase length. Unroll by a factor of 4. |
xorjoep | 1:24714b45cd1b | 341 | ** Repeat until we've computed numTaps-(4*S->L) coefficients. */ |
xorjoep | 1:24714b45cd1b | 342 | tapCnt = phaseLen >> 2U; |
xorjoep | 1:24714b45cd1b | 343 | while (tapCnt > 0U) |
xorjoep | 1:24714b45cd1b | 344 | { |
xorjoep | 1:24714b45cd1b | 345 | |
xorjoep | 1:24714b45cd1b | 346 | /* Read the coefficient */ |
xorjoep | 1:24714b45cd1b | 347 | c0 = *(ptr2); |
xorjoep | 1:24714b45cd1b | 348 | |
xorjoep | 1:24714b45cd1b | 349 | /* Upsampling is done by stuffing L-1 zeros between each sample. |
xorjoep | 1:24714b45cd1b | 350 | * So instead of multiplying zeros with coefficients, |
xorjoep | 1:24714b45cd1b | 351 | * Increment the coefficient pointer by interpolation factor times. */ |
xorjoep | 1:24714b45cd1b | 352 | ptr2 += S->L; |
xorjoep | 1:24714b45cd1b | 353 | |
xorjoep | 1:24714b45cd1b | 354 | /* Read the input sample */ |
xorjoep | 1:24714b45cd1b | 355 | x0 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 356 | |
xorjoep | 1:24714b45cd1b | 357 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 358 | sum0 += x0 * c0; |
xorjoep | 1:24714b45cd1b | 359 | |
xorjoep | 1:24714b45cd1b | 360 | /* Read the coefficient */ |
xorjoep | 1:24714b45cd1b | 361 | c0 = *(ptr2); |
xorjoep | 1:24714b45cd1b | 362 | |
xorjoep | 1:24714b45cd1b | 363 | /* Increment the coefficient pointer by interpolation factor times. */ |
xorjoep | 1:24714b45cd1b | 364 | ptr2 += S->L; |
xorjoep | 1:24714b45cd1b | 365 | |
xorjoep | 1:24714b45cd1b | 366 | /* Read the input sample */ |
xorjoep | 1:24714b45cd1b | 367 | x0 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 368 | |
xorjoep | 1:24714b45cd1b | 369 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 370 | sum0 += x0 * c0; |
xorjoep | 1:24714b45cd1b | 371 | |
xorjoep | 1:24714b45cd1b | 372 | /* Read the coefficient */ |
xorjoep | 1:24714b45cd1b | 373 | c0 = *(ptr2); |
xorjoep | 1:24714b45cd1b | 374 | |
xorjoep | 1:24714b45cd1b | 375 | /* Increment the coefficient pointer by interpolation factor times. */ |
xorjoep | 1:24714b45cd1b | 376 | ptr2 += S->L; |
xorjoep | 1:24714b45cd1b | 377 | |
xorjoep | 1:24714b45cd1b | 378 | /* Read the input sample */ |
xorjoep | 1:24714b45cd1b | 379 | x0 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 380 | |
xorjoep | 1:24714b45cd1b | 381 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 382 | sum0 += x0 * c0; |
xorjoep | 1:24714b45cd1b | 383 | |
xorjoep | 1:24714b45cd1b | 384 | /* Read the coefficient */ |
xorjoep | 1:24714b45cd1b | 385 | c0 = *(ptr2); |
xorjoep | 1:24714b45cd1b | 386 | |
xorjoep | 1:24714b45cd1b | 387 | /* Increment the coefficient pointer by interpolation factor times. */ |
xorjoep | 1:24714b45cd1b | 388 | ptr2 += S->L; |
xorjoep | 1:24714b45cd1b | 389 | |
xorjoep | 1:24714b45cd1b | 390 | /* Read the input sample */ |
xorjoep | 1:24714b45cd1b | 391 | x0 = *(ptr1++); |
xorjoep | 1:24714b45cd1b | 392 | |
xorjoep | 1:24714b45cd1b | 393 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 394 | sum0 += x0 * c0; |
xorjoep | 1:24714b45cd1b | 395 | |
xorjoep | 1:24714b45cd1b | 396 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 397 | tapCnt--; |
xorjoep | 1:24714b45cd1b | 398 | } |
xorjoep | 1:24714b45cd1b | 399 | |
xorjoep | 1:24714b45cd1b | 400 | /* If the polyPhase length is not a multiple of 4, compute the remaining filter taps */ |
xorjoep | 1:24714b45cd1b | 401 | tapCnt = phaseLen % 0x4U; |
xorjoep | 1:24714b45cd1b | 402 | |
xorjoep | 1:24714b45cd1b | 403 | while (tapCnt > 0U) |
xorjoep | 1:24714b45cd1b | 404 | { |
xorjoep | 1:24714b45cd1b | 405 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 406 | sum0 += *(ptr1++) * (*ptr2); |
xorjoep | 1:24714b45cd1b | 407 | |
xorjoep | 1:24714b45cd1b | 408 | /* Increment the coefficient pointer by interpolation factor times. */ |
xorjoep | 1:24714b45cd1b | 409 | ptr2 += S->L; |
xorjoep | 1:24714b45cd1b | 410 | |
xorjoep | 1:24714b45cd1b | 411 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 412 | tapCnt--; |
xorjoep | 1:24714b45cd1b | 413 | } |
xorjoep | 1:24714b45cd1b | 414 | |
xorjoep | 1:24714b45cd1b | 415 | /* The result is in the accumulator, store in the destination buffer. */ |
xorjoep | 1:24714b45cd1b | 416 | *pDst++ = sum0; |
xorjoep | 1:24714b45cd1b | 417 | |
xorjoep | 1:24714b45cd1b | 418 | /* Increment the address modifier index of coefficient buffer */ |
xorjoep | 1:24714b45cd1b | 419 | j++; |
xorjoep | 1:24714b45cd1b | 420 | |
xorjoep | 1:24714b45cd1b | 421 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 422 | i--; |
xorjoep | 1:24714b45cd1b | 423 | } |
xorjoep | 1:24714b45cd1b | 424 | |
xorjoep | 1:24714b45cd1b | 425 | /* Advance the state pointer by 1 |
xorjoep | 1:24714b45cd1b | 426 | * to process the next group of interpolation factor number samples */ |
xorjoep | 1:24714b45cd1b | 427 | pState = pState + 1; |
xorjoep | 1:24714b45cd1b | 428 | |
xorjoep | 1:24714b45cd1b | 429 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 430 | blkCntN4--; |
xorjoep | 1:24714b45cd1b | 431 | } |
xorjoep | 1:24714b45cd1b | 432 | |
xorjoep | 1:24714b45cd1b | 433 | /* Processing is complete. |
xorjoep | 1:24714b45cd1b | 434 | ** Now copy the last phaseLen - 1 samples to the satrt of the state buffer. |
xorjoep | 1:24714b45cd1b | 435 | ** This prepares the state buffer for the next function call. */ |
xorjoep | 1:24714b45cd1b | 436 | |
xorjoep | 1:24714b45cd1b | 437 | /* Points to the start of the state buffer */ |
xorjoep | 1:24714b45cd1b | 438 | pStateCurnt = S->pState; |
xorjoep | 1:24714b45cd1b | 439 | |
xorjoep | 1:24714b45cd1b | 440 | tapCnt = (phaseLen - 1U) >> 2U; |
xorjoep | 1:24714b45cd1b | 441 | |
xorjoep | 1:24714b45cd1b | 442 | /* copy data */ |
xorjoep | 1:24714b45cd1b | 443 | while (tapCnt > 0U) |
xorjoep | 1:24714b45cd1b | 444 | { |
xorjoep | 1:24714b45cd1b | 445 | *pStateCurnt++ = *pState++; |
xorjoep | 1:24714b45cd1b | 446 | *pStateCurnt++ = *pState++; |
xorjoep | 1:24714b45cd1b | 447 | *pStateCurnt++ = *pState++; |
xorjoep | 1:24714b45cd1b | 448 | *pStateCurnt++ = *pState++; |
xorjoep | 1:24714b45cd1b | 449 | |
xorjoep | 1:24714b45cd1b | 450 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 451 | tapCnt--; |
xorjoep | 1:24714b45cd1b | 452 | } |
xorjoep | 1:24714b45cd1b | 453 | |
xorjoep | 1:24714b45cd1b | 454 | tapCnt = (phaseLen - 1U) % 0x04U; |
xorjoep | 1:24714b45cd1b | 455 | |
xorjoep | 1:24714b45cd1b | 456 | /* copy data */ |
xorjoep | 1:24714b45cd1b | 457 | while (tapCnt > 0U) |
xorjoep | 1:24714b45cd1b | 458 | { |
xorjoep | 1:24714b45cd1b | 459 | *pStateCurnt++ = *pState++; |
xorjoep | 1:24714b45cd1b | 460 | |
xorjoep | 1:24714b45cd1b | 461 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 462 | tapCnt--; |
xorjoep | 1:24714b45cd1b | 463 | } |
xorjoep | 1:24714b45cd1b | 464 | } |
xorjoep | 1:24714b45cd1b | 465 | |
xorjoep | 1:24714b45cd1b | 466 | #else |
xorjoep | 1:24714b45cd1b | 467 | |
xorjoep | 1:24714b45cd1b | 468 | /* Run the below code for Cortex-M0 */ |
xorjoep | 1:24714b45cd1b | 469 | |
xorjoep | 1:24714b45cd1b | 470 | void arm_fir_interpolate_f32( |
xorjoep | 1:24714b45cd1b | 471 | const arm_fir_interpolate_instance_f32 * S, |
xorjoep | 1:24714b45cd1b | 472 | float32_t * pSrc, |
xorjoep | 1:24714b45cd1b | 473 | float32_t * pDst, |
xorjoep | 1:24714b45cd1b | 474 | uint32_t blockSize) |
xorjoep | 1:24714b45cd1b | 475 | { |
xorjoep | 1:24714b45cd1b | 476 | float32_t *pState = S->pState; /* State pointer */ |
xorjoep | 1:24714b45cd1b | 477 | float32_t *pCoeffs = S->pCoeffs; /* Coefficient pointer */ |
xorjoep | 1:24714b45cd1b | 478 | float32_t *pStateCurnt; /* Points to the current sample of the state */ |
xorjoep | 1:24714b45cd1b | 479 | float32_t *ptr1, *ptr2; /* Temporary pointers for state and coefficient buffers */ |
xorjoep | 1:24714b45cd1b | 480 | |
xorjoep | 1:24714b45cd1b | 481 | |
xorjoep | 1:24714b45cd1b | 482 | float32_t sum; /* Accumulator */ |
xorjoep | 1:24714b45cd1b | 483 | uint32_t i, blkCnt; /* Loop counters */ |
xorjoep | 1:24714b45cd1b | 484 | uint16_t phaseLen = S->phaseLength, tapCnt; /* Length of each polyphase filter component */ |
xorjoep | 1:24714b45cd1b | 485 | |
xorjoep | 1:24714b45cd1b | 486 | |
xorjoep | 1:24714b45cd1b | 487 | /* S->pState buffer contains previous frame (phaseLen - 1) samples */ |
xorjoep | 1:24714b45cd1b | 488 | /* pStateCurnt points to the location where the new input data should be written */ |
xorjoep | 1:24714b45cd1b | 489 | pStateCurnt = S->pState + (phaseLen - 1U); |
xorjoep | 1:24714b45cd1b | 490 | |
xorjoep | 1:24714b45cd1b | 491 | /* Total number of intput samples */ |
xorjoep | 1:24714b45cd1b | 492 | blkCnt = blockSize; |
xorjoep | 1:24714b45cd1b | 493 | |
xorjoep | 1:24714b45cd1b | 494 | /* Loop over the blockSize. */ |
xorjoep | 1:24714b45cd1b | 495 | while (blkCnt > 0U) |
xorjoep | 1:24714b45cd1b | 496 | { |
xorjoep | 1:24714b45cd1b | 497 | /* Copy new input sample into the state buffer */ |
xorjoep | 1:24714b45cd1b | 498 | *pStateCurnt++ = *pSrc++; |
xorjoep | 1:24714b45cd1b | 499 | |
xorjoep | 1:24714b45cd1b | 500 | /* Loop over the Interpolation factor. */ |
xorjoep | 1:24714b45cd1b | 501 | i = S->L; |
xorjoep | 1:24714b45cd1b | 502 | |
xorjoep | 1:24714b45cd1b | 503 | while (i > 0U) |
xorjoep | 1:24714b45cd1b | 504 | { |
xorjoep | 1:24714b45cd1b | 505 | /* Set accumulator to zero */ |
xorjoep | 1:24714b45cd1b | 506 | sum = 0.0f; |
xorjoep | 1:24714b45cd1b | 507 | |
xorjoep | 1:24714b45cd1b | 508 | /* Initialize state pointer */ |
xorjoep | 1:24714b45cd1b | 509 | ptr1 = pState; |
xorjoep | 1:24714b45cd1b | 510 | |
xorjoep | 1:24714b45cd1b | 511 | /* Initialize coefficient pointer */ |
xorjoep | 1:24714b45cd1b | 512 | ptr2 = pCoeffs + (i - 1U); |
xorjoep | 1:24714b45cd1b | 513 | |
xorjoep | 1:24714b45cd1b | 514 | /* Loop over the polyPhase length */ |
xorjoep | 1:24714b45cd1b | 515 | tapCnt = phaseLen; |
xorjoep | 1:24714b45cd1b | 516 | |
xorjoep | 1:24714b45cd1b | 517 | while (tapCnt > 0U) |
xorjoep | 1:24714b45cd1b | 518 | { |
xorjoep | 1:24714b45cd1b | 519 | /* Perform the multiply-accumulate */ |
xorjoep | 1:24714b45cd1b | 520 | sum += *ptr1++ * *ptr2; |
xorjoep | 1:24714b45cd1b | 521 | |
xorjoep | 1:24714b45cd1b | 522 | /* Increment the coefficient pointer by interpolation factor times. */ |
xorjoep | 1:24714b45cd1b | 523 | ptr2 += S->L; |
xorjoep | 1:24714b45cd1b | 524 | |
xorjoep | 1:24714b45cd1b | 525 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 526 | tapCnt--; |
xorjoep | 1:24714b45cd1b | 527 | } |
xorjoep | 1:24714b45cd1b | 528 | |
xorjoep | 1:24714b45cd1b | 529 | /* The result is in the accumulator, store in the destination buffer. */ |
xorjoep | 1:24714b45cd1b | 530 | *pDst++ = sum; |
xorjoep | 1:24714b45cd1b | 531 | |
xorjoep | 1:24714b45cd1b | 532 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 533 | i--; |
xorjoep | 1:24714b45cd1b | 534 | } |
xorjoep | 1:24714b45cd1b | 535 | |
xorjoep | 1:24714b45cd1b | 536 | /* Advance the state pointer by 1 |
xorjoep | 1:24714b45cd1b | 537 | * to process the next group of interpolation factor number samples */ |
xorjoep | 1:24714b45cd1b | 538 | pState = pState + 1; |
xorjoep | 1:24714b45cd1b | 539 | |
xorjoep | 1:24714b45cd1b | 540 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 541 | blkCnt--; |
xorjoep | 1:24714b45cd1b | 542 | } |
xorjoep | 1:24714b45cd1b | 543 | |
xorjoep | 1:24714b45cd1b | 544 | /* Processing is complete. |
xorjoep | 1:24714b45cd1b | 545 | ** Now copy the last phaseLen - 1 samples to the start of the state buffer. |
xorjoep | 1:24714b45cd1b | 546 | ** This prepares the state buffer for the next function call. */ |
xorjoep | 1:24714b45cd1b | 547 | |
xorjoep | 1:24714b45cd1b | 548 | /* Points to the start of the state buffer */ |
xorjoep | 1:24714b45cd1b | 549 | pStateCurnt = S->pState; |
xorjoep | 1:24714b45cd1b | 550 | |
xorjoep | 1:24714b45cd1b | 551 | tapCnt = phaseLen - 1U; |
xorjoep | 1:24714b45cd1b | 552 | |
xorjoep | 1:24714b45cd1b | 553 | while (tapCnt > 0U) |
xorjoep | 1:24714b45cd1b | 554 | { |
xorjoep | 1:24714b45cd1b | 555 | *pStateCurnt++ = *pState++; |
xorjoep | 1:24714b45cd1b | 556 | |
xorjoep | 1:24714b45cd1b | 557 | /* Decrement the loop counter */ |
xorjoep | 1:24714b45cd1b | 558 | tapCnt--; |
xorjoep | 1:24714b45cd1b | 559 | } |
xorjoep | 1:24714b45cd1b | 560 | |
xorjoep | 1:24714b45cd1b | 561 | } |
xorjoep | 1:24714b45cd1b | 562 | |
xorjoep | 1:24714b45cd1b | 563 | #endif /* #if defined (ARM_MATH_DSP) */ |
xorjoep | 1:24714b45cd1b | 564 | |
xorjoep | 1:24714b45cd1b | 565 | |
xorjoep | 1:24714b45cd1b | 566 | |
xorjoep | 1:24714b45cd1b | 567 | /** |
xorjoep | 1:24714b45cd1b | 568 | * @} end of FIR_Interpolate group |
xorjoep | 1:24714b45cd1b | 569 | */ |