This repository makes fft.c from fftpack user-friendly. FFTPACK is a very high-performance fft tool even when compared to Apple's vDSP and many other libraries.
Original code at http://www.netlib.org/fftpack/
NOTE:The operation is performed in-place
make example
./example
- You can edit
FFT_PRECISION
infft.h
to usedouble or float
- Create and manage your input signal, including memory
- Initialize fourier transformer
// n: length of the signal
// scale_output: FFT_SCALED_OUTPUT or FFT_UNSCALED_OUTPUT
FFTTransformer* transformer = create_fft_transformer(n, FFT_SCALED_OUTPUT);
- Transform signal
fft_forward(transformer, input);
- Your output is here
for(int i = 0; i < transformer -> n; i+=2){
double f = i / 2 * sample_rate / n;
double cos_comp = input[i];
double sin_comp = input[i+1];
double frequency_magnitude = sqrt(cos_comp*coscomp + sin_comp*sin_comp);
}
- After all transformation is done, release memory
free_fft_transformer(transformer);
-
FFTTransformer * create_fft_transformer(int signal_length, int scale_output);
-
void free_fft_transformer(FFTTransformer * transformer);
-
void fft_forward(FFTTransformer * transformer, double* input);
-
void fft_backward(FFTTransformer * transformer, double* input);
-
FFTCosqTransformer * create_fft_cosq_transformer(int signal_length, int scale_output);
-
void free_cosq_fft_transformer(FFTCosqTransformer * transformer);
-
void fft_cosq_forward(FFTCosqTransformer * transformer, double* input);
-
void fft_cosq_backward(FFTCosqTransformer * transformer, double* input);