/* * vim: sw=2 ts=2 expandtab * * THE PIZZA-WARE LICENSE" (derived from "THE BEER-WARE LICENCE"): * wrote this file. As long as you retain this notice you can * do whatever you want with this stuff. If we meet some day, and you think * this stuff is worth it, you can buy me a pizza in return. - Thomas Kolb */ #include #include #include #include #include "config.h" #include "fft.h" double hanning_buffer[BLOCK_LEN]; int lookup_table[BLOCK_LEN]; void init_fft(void) { int i = 0; int ri, b; for(i = 0; i < BLOCK_LEN; i++) { hanning_buffer[i] = 0.5 * (1 - cos(2 * M_PI * i / BLOCK_LEN)); } for(i = 0; i < BLOCK_LEN; i++) { ri = 0; for(b = 0; b < FFT_EXPONENT; b++) ri |= ((i >> b) & 1) << (FFT_EXPONENT - b - 1); lookup_table[i] = ri; } } void complex_to_absolute(double *re, double *im, double *result) { int i; for(i = 0; i < DATALEN; i++) { result[i] = sqrt( re[i]*re[i] + im[i]*im[i] ); } } void apply_hanning(sample *dftinput) { int i; for(i = 0; i < BLOCK_LEN; i++) dftinput[i] *= hanning_buffer[i]; } void fft_transform(sample *samples, double *resultRe, double *resultIm) { int i; int layer, part, element; int num_parts, num_elements; int left, right; double x_left_re, x_left_im, x_right_re, x_right_im; double param; double sinval, cosval; // re-arrange the input array according to the lookup table // and store it into the real output array (as the input is obviously real). // zero the imaginary output for(i = 0; i < BLOCK_LEN; i++) { resultRe[lookup_table[i]] = samples[i]; resultIm[i] = 0; } // walk layers for(layer = 0; layer < FFT_EXPONENT; layer++) { // number of parts in current layer num_parts = 1 << (FFT_EXPONENT - layer - 1); // walk parts of layer for(part = 0; part < num_parts; part++) { // number of elements in current part num_elements = (1 << layer); // walk elements in part for(element = 0; element < num_elements; element++) { // calculate index of element in left and right half of part left = (1 << (layer + 1)) * part + element; right = left + (1 << layer); // buffer the elements for the calculation x_left_re = resultRe[left]; x_left_im = resultIm[left]; x_right_re = resultRe[right]; x_right_im = resultIm[right]; // precalculate the parameter for sin and cos param = -M_PI * element / (1 << layer); // precalculate sinus and cosinus values for param sinval = sin(param); cosval = cos(param); // combine the values according to a butterfly diagram resultRe[left] = x_right_re + x_left_re * cosval - x_left_im * sinval; resultIm[left] = x_right_im + x_left_im * cosval + x_left_re * sinval; resultRe[right] = x_right_re - x_left_re * cosval + x_left_im * sinval; resultIm[right] = x_right_im - x_left_im * cosval - x_left_re * sinval; } } } } uint32_t find_loudest_frequency(double *absFFT) { int maxPos = 0; double maxVal = 0; int i; for(i = 0; i < BLOCK_LEN; i++) { if(absFFT[i] > maxVal) { maxPos = i; maxVal = absFFT[i]; } } return (double)maxPos * SAMPLE_RATE / BLOCK_LEN; } double get_energy_in_band(double *fft, uint32_t minFreq, uint32_t maxFreq) { int firstBlock = minFreq * BLOCK_LEN / SAMPLE_RATE; int lastBlock = maxFreq * BLOCK_LEN / SAMPLE_RATE; int i; double energy = 0; for(i = firstBlock; i < lastBlock; i++) { energy += fft[i]; } return energy; }