Skip to content

Instantly share code, notes, and snippets.

@sitkevij
Last active November 2, 2017 23:47
Show Gist options
  • Save sitkevij/fd0287af469f2956a5e682a1f321796f to your computer and use it in GitHub Desktop.
Save sitkevij/fd0287af469f2956a5e682a1f321796f to your computer and use it in GitHub Desktop.
Factored discrete Fourier transform, or FFT, and its inverse iFFT - http://www.math.wustl.edu/~victor/mfmm/fourier/
#include <assert.h>
#include <math.h>
#include <stdio.h>
#include <stdlib.h>
#define q 3 /* for 2^3 points */
#define N (1<<q) /* N-point FFT, iFFT */
typedef float real;
typedef struct{
real Re;
real Im;
} complex;
#ifndef PI
# define PI 3.14159265358979323846264338327950288
#endif
/* Print a vector of complexes as ordered pairs. */
static void print_vector(const char *title, complex *x, int n)
{
int i;
printf("%s (dim=%d):", title, n);
for(i=0; i<n; i++ )
printf(" %5.2f,%5.2f ", x[i].Re,x[i].Im);
putchar('\n');
return;
}
/*
fft(v,N):
[0] If N==1 then return.
[1] For k = 0 to N/2-1, let ve[k] = v[2*k]
[2] Compute fft(ve, N/2);
[3] For k = 0 to N/2-1, let vo[k] = v[2*k+1]
[4] Compute fft(vo, N/2);
[5] For m = 0 to N/2-1, do [6] through [9]
[6] Let w.re = cos(2*PI*m/N)
[7] Let w.im = -sin(2*PI*m/N)
[8] Let v[m] = ve[m] + w*vo[m]
[9] Let v[m+N/2] = ve[m] - w*vo[m]
*/
void fft( complex *v, int n, complex *tmp )
{
if(n>1) { /* otherwise, do nothing and return */
int k,m; complex z, w, *vo, *ve;
ve = tmp; vo = tmp+n/2;
for(k=0; k<n/2; k++) {
ve[k] = v[2*k];
vo[k] = v[2*k+1];
}
fft( ve, n/2, v ); /* FFT on even-indexed elements of v[] */
fft( vo, n/2, v ); /* FFT on odd-indexed elements of v[] */
for(m=0; m<n/2; m++) {
w.Re = cos(2*PI*m/(double)n);
w.Im = -sin(2*PI*m/(double)n);
z.Re = w.Re*vo[m].Re - w.Im*vo[m].Im; /* Re(w*vo[m]) */
z.Im = w.Re*vo[m].Im + w.Im*vo[m].Re; /* Im(w*vo[m]) */
v[ m ].Re = ve[m].Re + z.Re;
v[ m ].Im = ve[m].Im + z.Im;
v[m+n/2].Re = ve[m].Re - z.Re;
v[m+n/2].Im = ve[m].Im - z.Im;
}
}
return;
}
/*
ifft(v,N):
[0] If N==1 then return.
[1] For k = 0 to N/2-1, let ve[k] = v[2*k]
[2] Compute ifft(ve, N/2);
[3] For k = 0 to N/2-1, let vo[k] = v[2*k+1]
[4] Compute ifft(vo, N/2);
[5] For m = 0 to N/2-1, do [6] through [9]
[6] Let w.re = cos(2*PI*m/N)
[7] Let w.im = sin(2*PI*m/N)
[8] Let v[m] = ve[m] + w*vo[m]
[9] Let v[m+N/2] = ve[m] - w*vo[m]
*/
void ifft( complex *v, int n, complex *tmp )
{
if(n>1) { /* otherwise, do nothing and return */
int k,m; complex z, w, *vo, *ve;
ve = tmp; vo = tmp+n/2;
for(k=0; k<n/2; k++) {
ve[k] = v[2*k];
vo[k] = v[2*k+1];
}
ifft( ve, n/2, v ); /* FFT on even-indexed elements of v[] */
ifft( vo, n/2, v ); /* FFT on odd-indexed elements of v[] */
for(m=0; m<n/2; m++) {
w.Re = cos(2*PI*m/(double)n);
w.Im = sin(2*PI*m/(double)n);
z.Re = w.Re*vo[m].Re - w.Im*vo[m].Im; /* Re(w*vo[m]) */
z.Im = w.Re*vo[m].Im + w.Im*vo[m].Re; /* Im(w*vo[m]) */
v[ m ].Re = ve[m].Re + z.Re;
v[ m ].Im = ve[m].Im + z.Im;
v[m+n/2].Re = ve[m].Re - z.Re;
v[m+n/2].Im = ve[m].Im - z.Im;
}
}
return;
}
int main(void)
{
complex v[N], v1[N], scratch[N];
int k;
/* Fill v[] with a function of known FFT: */
for(k=0; k<N; k++) {
v[k].Re = 0.125*cos(2*PI*k/(double)N);
v[k].Im = 0.125*sin(2*PI*k/(double)N);
v1[k].Re = 0.3*cos(2*PI*k/(double)N);
v1[k].Im = -0.3*sin(2*PI*k/(double)N);
}
/* FFT, iFFT of v[]: */
print_vector("Orig", v, N);
fft( v, N, scratch );
print_vector(" FFT", v, N);
ifft( v, N, scratch );
print_vector("iFFT", v, N);
/* FFT, iFFT of v1[]: */
print_vector("Orig", v1, N);
fft( v1, N, scratch );
print_vector(" FFT", v1, N);
ifft( v1, N, scratch );
print_vector("iFFT", v1, N);
exit(EXIT_SUCCESS);
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment