fft的c++实现

2021/8/6 9:35:58

本文主要是介绍fft的c++实现,对大家解决编程问题具有一定的参考价值,需要的程序猿们随着小编来一起学习吧!

代码实现

 

#include"fft.h"
   
  extern complex x[N * 2], *W;
   
  void add(complex a, complex b, complex *c) // 复数加运算
  {
  c->real = a.real + b.real;
  c->img = a.img + b.img;
  }
  void sub(complex a, complex b, complex *c) // 复数减运算
  {
  c->real = a.real - b.real;
  c->img = a.img - b.img;
  }
  void mul(complex a, complex b, complex *c) // 复数乘运算
  {
  c->real = a.real*b.real - a.img*b.img;
  c->img = a.real*b.img + a.img*b.real;
  }
  void divi(complex a, complex b, complex *c) // 复数除运算
  {
  c->real = (a.real*b.real + a.img*b.img) / (b.real*b.real + b.img*b.img);
  c->img = (a.img*b.real - a.real*b.img) / (b.real*b.real + b.img*b.img);
  }
  /**********************
  @ 欧拉公式运算
  ***********************/
  void initW(int size)
  {
  int i;
  W = (complex*)malloc(sizeof(complex)* size); //分配内存空间
  for (i = 0; i<size; i++)
  {
  W[i].real = cos(2 * PI / size*i);
  W[i].img = -1 * sin(2 * PI / size*i);
  }
  }
  /**********************
  @ 变址运算
  ***********************/
  void changex(int size)
  {
  complex temp;
  unsigned int i = 0, j = 0, k = 0;
  double t;
  for (i = 0; i<size; i++)
  {
  k = i; j = 0;
  t = (log(size) / log(2));
  while ((t--)>0)
  {
  j = j << 1;
  j |= (k & 1);
  k = k >> 1;
  }
  if (j>i)
  {
  temp = x[i];
  x[i] = x[j];
  x[j] = temp;
  }
  }
  }
  /**********************
  @ 快速傅里叶函数
  ***********************/
  void fftx()
  {
  long int i = 0, j = 0, k = 0, l = 0;
  complex up, down, product;
  changex(N);
  for (i = 0; i<log(N) / log(2); i++) /*一级蝶形运算*/
  {
  l = 1 << i;
  for (j = 0; j<N; j += 2 * l) /*一组蝶形运算*/
  {
  for (k = 0; k<l; k++) /*一个蝶形运算*/
  {
  mul(x[j + k + l], W[N*k / 2 / l], &product);
  add(x[j + k], product, &up);
  sub(x[j + k], product, &down);
  x[j + k] = up;
  x[j + k + l] = down;
  }
  }
  }
  }
  /**********************
  @ 输出x结果
  ***********************/
  void output()
  {
  int i;
  printf("\nx傅里叶变换结果\n");
  for (i = 0; i<N; i++)
  {
  if (i % 4 == 0 && i != 0) printf("\n");
  printf(" %.2f", x[i].real);
  if (x[i].img >= 0.0001)
  printf("+%.2fj ", x[i].img);
  else if (fabs(x[i].img)<0.0001)
  printf("+0.0000j ");
  else
  printf("%.2fj ", x[i].img);
  }
  printf("\n");
  }

 

参考网址:https://github.com/DUTFangXiang/FFT



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