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快速傅立叶变换及其逆变换(FFT、IFFT)C版本的源代码。

罗索客 发布于 2006-04-12 04:03 点击:次 
共同讨论,期待并绝对接受您的批评和意见。 typedef struct COMPLEX // 复数结构体 { double Real; double Imag; } Complex; // 一维 FFT 变换 void FFT1D(Complex* pTD, Complex* pFD, unsigned int nGrade); // 一维 IFFT 变换 void IFFT1D(Complex* pFD, Complex* pT
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共同讨论,期待并绝对接受您的批评和意见。

typedef struct COMPLEX // 复数结构体
{
double Real;
double Imag;
} Complex;

// 一维 FFT 变换
void FFT1D(Complex* pTD, Complex* pFD, unsigned int nGrade);
// 一维 IFFT 变换
void IFFT1D(Complex* pFD, Complex* pTD, unsigned int nGrade);

// 一维 FFT 变换
void FFT1D(Complex* pTD, Complex* pFD, unsigned int nGrade)
{
Complex *W, *X1, *X2, *X;
Complex TempComplex;
unsigned int i, j, k;
unsigned int bfsize, p;
unsigned int nCount = 1 << nGrade;
double dAngle;
// 分配内存空间
W = new Complex[nCount >> 1];
X1 = new Complex[nCount];
X2 = new Complex[nCount];
// 计算加权系数
for(i = 0; i < (nCount >> 1); i++)
{
dAngle = PI * 2.0 * i / nCount;
W[i].Real = cos(dAngle);
W[i].Imag = - sin(dAngle);
}
// 内存拷贝
memcpy(X1, pTD, sizeof(Complex) * nCount);
// 采用蝶形算法进行快速傅立叶变换
for(k = 0; k < nGrade; k++)
{
for(j = 0; j < (unsigned int) (1 << k); j++)
{
bfsize = 1 << (nGrade - k);
for(i = 0; i < bfsize / 2; i++)
{
p = j * bfsize;
X2[i + p].Real = X1[i + p].Real + X1[i + p + bfsize / 2].Real;
X2[i + p].Imag = X1[i + p].Imag + X1[i + p + bfsize / 2].Imag;
TempComplex.Real = X1[i + p].Real - X1[i + p + bfsize / 2].Real;
TempComplex.Imag = X1[i + p].Imag - X1[i + p + bfsize / 2].Imag;
X2[i + p + bfsize / 2].Real = TempComplex.Real * W[i * (1 << k)].Real - TempComplex.Imag * W[i * (1 << k)].Imag;
X2[i + p + bfsize / 2].Imag = TempComplex.Real * W[i * (1 << k)].Imag + TempComplex.Imag * W[i * (1 << k)].Real;
}
}
X = X1;
X1 = X2;
X2 = X;
}
// 重新排序
for(j = 0; j < nCount; j++)
{
p = 0;
for(i = 0; i < nGrade; i++)
{
if (j & (1 << i))
{
p += 1 << (nGrade - i - 1);
}
}
pFD[j].Real = X1[p].Real;
pFD[j].Imag = X1[p].Imag;
}
delete[] W;
delete[] X1;
delete[] X2;
}

// 一维 IFFT 变换
void IFFT1D(Complex* pFD, Complex* pTD, unsigned int nGrade)
{
Complex *W, *X1, *X2, *X;
Complex TempComplex;
unsigned int i, j, k;
unsigned int bfsize, p;
unsigned int nCount = 1 << nGrade;
double dAngle;
// 分配内存空间
W = new Complex[nCount >> 1];
X1 = new Complex[nCount];
X2 = new Complex[nCount];
// 计算加权系数
for(i = 0; i < (nCount >> 1); i++)
{
dAngle = PI * 2.0 * i / nCount;
W[i].Real = cos(dAngle);
W[i].Imag = sin(dAngle);
}
// 内存拷贝
memcpy(X1, pFD, sizeof(Complex) * nCount);
// 采用蝶形算法进行快速傅立叶变换
for(k = 0; k < nGrade; k++)
{
for(j = 0; j < (unsigned int) (1 << k); j++)
{
bfsize = 1 << (nGrade - k);
for(i = 0; i < bfsize / 2; i++)
{
p = j * bfsize;
X2[i + p].Real = X1[i + p].Real + X1[i + p + bfsize / 2].Real;
X2[i + p].Imag = X1[i + p].Imag + X1[i + p + bfsize / 2].Imag;
TempComplex.Real = X1[i + p].Real - X1[i + p + bfsize / 2].Real;
TempComplex.Imag = X1[i + p].Imag - X1[i + p + bfsize / 2].Imag;
X2[i + p + bfsize / 2].Real = TempComplex.Real * W[i * (1 << k)].Real - TempComplex.Imag * W[i * (1 << k)].Imag;
X2[i + p + bfsize / 2].Imag = TempComplex.Real * W[i * (1 << k)].Imag + TempComplex.Imag * W[i * (1 << k)].Real;
}
}
X = X1;
X1 = X2;
X2 = X;
}
// 重新排序
for(j = 0; j < nCount; j++)
{
p = 0;
for(i = 0; i < nGrade; i++)
{
if (j & (1 << i))
{
p += 1 << (nGrade - i - 1);
}
}
pTD[j].Real = X1[p].Real / (double) nCount;
pTD[j].Imag = X1[p].Imag / (double) nCount;
}
delete[] W;
delete[] X1;
delete[] X2;
} (iwgh)
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本文出处: 作者:iwgh
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