#pragma once #include template struct FFT { static void fft(std::complex *samples, std::complex *output, uint32_t N) { uint8_t log2n = (uint8_t)std::log2(N) + 0.5f; std::complex I(0.0, 1.0); if (N == 1) { output[0] = samples[0]; return; } // shuffle array for (int i = 0; i < N; i++) { output[i] = samples[FFT::bitReverse(i, log2n)]; } for (int s = 1; s <= log2n; s++) { uint32_t m = 1 << s; // 2^s std::complex wm = std::exp(-2.0f * (T)M_PI * I / (std::complex)m); for (int k = 0; k < N; k += m) { std::complex w = 1.f; for (int j = 0; j < m / 2; j++) { std::complex t = w * output[k + j + m / 2]; std::complex u = output[k + j]; output[k + j] = u + t; output[k + j + m / 2] = u - t; w = w * wm; } } } } static void rfft(std::complex *input, std::complex *output, uint32_t N) { std::complex I(0.0, 1.0); for (int i = 0; i < N / 2; i++) { input[i] = input[i] + I * input[i + N / 2]; } FFT::fft(input, output, N / 2); for (int i = 0; i < N / 2; i++) { output[i] = (output[i] + std::conj(output[(N / 2) - i])) / 2.; } for (int i = N / 2; i < N; i++) { output[i] = -I * (output[i] - std::conj(output[(N / 2) - i])) / 2.; } } private: static unsigned int bitReverse(unsigned int x, int log2n) { int n = 0; for (int i = 0; i < log2n; i++) { n <<= 1; n |= (x & 1); x >>= 1; } return n; } };