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November 2, 2017 23:33
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Fast Fourier transform (FFT) single file
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#include <iostream> | |
#include <complex> | |
#define MAX 200 | |
using namespace std; | |
#define M_PI 3.1415926535897932384 | |
int log2(int N) /*function to calculate the log2(.) of int numbers*/ | |
{ | |
int k = N, i = 0; | |
while(k) { | |
k >>= 1; | |
i++; | |
} | |
return i - 1; | |
} | |
int check(int n) //checking if the number of element is a power of 2 | |
{ | |
return n > 0 && (n & (n - 1)) == 0; | |
} | |
int reverse(int N, int n) //calculating revers number | |
{ | |
int j, p = 0; | |
for(j = 1; j <= log2(N); j++) { | |
if(n & (1 << (log2(N) - j))) | |
p |= 1 << (j - 1); | |
} | |
return p; | |
} | |
void ordina(complex<double>* f1, int N) //using the reverse order in the array | |
{ | |
complex<double> f2[MAX]; | |
for(int i = 0; i < N; i++) | |
f2[i] = f1[reverse(N, i)]; | |
for(int j = 0; j < N; j++) | |
f1[j] = f2[j]; | |
} | |
void transform(complex<double>* f, int N) // | |
{ | |
ordina(f, N); //first: reverse order | |
complex<double> *W; | |
W = (complex<double> *)malloc(N / 2 * sizeof(complex<double>)); | |
W[1] = polar(1., -2. * M_PI / N); | |
W[0] = 1; | |
for(int i = 2; i < N / 2; i++) | |
W[i] = pow(W[1], i); | |
int n = 1; | |
int a = N / 2; | |
for(int j = 0; j < log2(N); j++) { | |
for(int i = 0; i < N; i++) { | |
if(!(i & n)) { | |
complex<double> temp = f[i]; | |
complex<double> Temp = W[(i * a) % (n * a)] * f[i + n]; | |
f[i] = temp + Temp; | |
f[i + n] = temp - Temp; | |
} | |
} | |
n *= 2; | |
a = a / 2; | |
} | |
} | |
void FFT(complex<double>* f, int N, double d) | |
{ | |
transform(f, N); | |
for(int i = 0; i < N; i++) | |
f[i] *= d; //multiplying by step | |
} | |
int main() | |
{ | |
int n; | |
do { | |
cout << "specify array dimension (MUST be power of 2)" << endl; | |
cin >> n; | |
} while(!check(n)); | |
double d; | |
cout << "specify sampling step" << endl; //just write 1 in order to have the same results of matlab fft(.) | |
cin >> d; | |
complex<double> vec[MAX]; | |
cout << "specify the array" << endl; | |
for(int i = 0; i < n; i++) { | |
cout << "specify element number: " << i << endl; | |
cin >> vec[i]; | |
} | |
FFT(vec, n, d); | |
cout << "...printing the FFT of the array specified" << endl; | |
for(int j = 0; j < n; j++) | |
cout << vec[j] << endl; | |
return 0; | |
} |
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