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Copy pathMatrix.cpp
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273 lines (230 loc) · 5.94 KB
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Copy pathMatrix.cpp
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273 lines (230 loc) · 5.94 KB
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#include "Matrix.h"
CMatrix::CMatrix()
{
}
CMatrix::~CMatrix()
{
}
// 向量各个元素求次方 pow(double , double)所以不用模板
void CMatrix::NumPow(double const *matrixA, const int &Size, const double &powValu, double *matrixB)
{
for (int i = 0; i < Size; i++)
{
matrixB[i] = pow(matrixA[i], powValu);
}
return;
}
// 四舍五入操作 整数浮点+0.5 负数浮点-0.5
double CMatrix::Round(const double &data)
{
if (data > 0)
{
return data + 0.5;
}
else if (data < 0)
{
return data - 0.5;
}
else
{
return data;
}
return data;
}
/*
CMatrix::CMatrix()
{
}
CMatrix::~CMatrix()
{
}
// 矩阵拷贝 A拷贝到B
void CMatrix::Matrix_Copy(std::complex<double> *matrixA, const int & lineSiz, const int & rowSiz, std::complex<double> *matrixB)
{
for (int line = 0; line < lineSiz; line++) // 原矩阵行
{
for (int row = 0; row < rowSiz; row++) // 原矩阵列
{
matrixB[line*rowSiz + row] = matrixA[line*rowSiz + row];
}
}
return;
}
// 矩阵求逆
void CMatrix::Matrix_Inverse( const int &size, std::complex<double> *matrixA)
{
int lineSize = size;
int rowSize = size * 2;
// 新建一个扩展阵 增广矩阵
std::complex<double> *MatTemp = new std::complex<double> [lineSize * rowSize]; // new !!!
for (int i = 0; i < (lineSize * rowSize); i++)
{
MatTemp[i] = 0;
}
// 扩展矩阵初始化 拷贝matrixA 构造单位阵
for (int line = 0; line < lineSize; line++)
{
for (int row = 0; row < rowSize; row++)
{
if (row < size) // 先拷贝matrixA到扩展阵
{
MatTemp[line*rowSize + row] = matrixA[line*size + row];
}
else if (line == (row - size)) // 扩展部分初始化为单位阵
{
MatTemp[line*rowSize + row] = 1;
}
else
{}
}
}
std::complex<double> Zero = 0;
for (int line = 0; line < lineSize; line++)
{
if (MatTemp[line*rowSize + line] == Zero) // MatTemp[i][i] == 0
{
for (int k = line; k < size; k++)
{
if (MatTemp[k*rowSize + k] != Zero)
{
for (int row = 0; row < rowSize; row++)
{
std::complex<double> temp = 0;
temp = MatTemp[line*rowSize + row];
MatTemp[line*rowSize + row] = MatTemp[k*rowSize + row];
MatTemp[k*rowSize + row] = temp;
}
break;
}
}
// if k == size 矩阵不可逆
}
for (int j = (rowSize-1); j >= line; j--)
{
MatTemp[line*rowSize + j] /= MatTemp[line*rowSize + line];
}
for (int kline = 0; kline < lineSize; kline++)
{
if (kline != line)
{
std::complex<double> temp = MatTemp[kline*rowSize + line];
for (int jrow = 0; jrow < rowSize; jrow++)
{
MatTemp[kline*rowSize + jrow] -= (temp * MatTemp[line*rowSize + jrow]);
}
}
}
}
// 结果
for (int line = 0; line < lineSize; line++)
{
for (int row = size; row < rowSize; row++)
{
matrixA[line*size + (row-size)] = MatTemp[line*rowSize + row];
}
}
delete [] MatTemp; // delete !!!
return;
}
// 矩阵乘法 A lineSizA行 Size列 B Size行 rowSizB列 Resoult lineSizA行 rowSizB列
void CMatrix::Matrix_Mul(std::complex<double> *matrixA, const int &lineSizA, const int &Size
, std::complex<double> *matrixB, const int &rowSizB
, std::complex<double> *matResult)
{
for (int line = 0; line < lineSizA; line++) // A行
{
for (int row = 0; row < rowSizB; row++) // B列
{
for (int n = 0; n < Size; n++) // 乘法求和 结果大小 lineSizA行 rowSizB列
{
matResult[line*rowSizB + row] += matrixA[line*Size + n] * matrixB[n*rowSizB + row];
}
}
}
return;
}
// 矩阵转置 输入matrix 返回matrix
void CMatrix::Matrix_Tran(std::complex<double> *matrix, const int &Size)
{
std::complex<double> temp = 0;
for (int line = 0; line < Size; line++) // 原矩阵行
{
for (int row = 0; row < line; row++) // 原矩阵列
{
temp = matrix[line*Size + row]; // 下三角
matrix[line*Size + row] = matrix[row*Size + line];
matrix[row*Size + line] = temp;
}
}
return;
}
// 矩阵共轭 输入matrix 返回matrix
void CMatrix::Matrix_Conj(std::complex<double> *matrix, const int &lineSiz, const int &rowSiz)
{
for (int line = 0; line < lineSiz; line++) // 原矩阵行
{
for (int row = 0; row < rowSiz; row++) // 原矩阵列
{
matrix[line*rowSiz + row] = std::conj(matrix[line*rowSiz + row]);
}
}
return;
}
// 矩阵R每层加上单位阵di di = sigma*eye(size(micloc,1)) R(:,:,I) = R(:,:,I)+di; R[CHANNEL_NUM][CHANNEL_NUM][FFT_BINS]
void CMatrix::Matrix_R_Plus_di( const double &sigma, const int &size, std::complex<double> *R)
{
for (int line = 0; line < size; ++line)
{
for (int row = 0; row < size; ++row)
{
if (line == row)
{
R[line*size + row] += sigma; // sigma * 1 + R[][]
}
}
}
}
// 将size大小的矩阵初始化成单位阵 sigma乘进单位阵的系数
void CMatrix::Matrix_EyeInit(const double &sigma, const int &size, double *matrix)
{
for (int line = 0; line < size; ++line)
{
for (int row = 0; row < size; ++row)
{
if (line == row)
{
matrix[line*size + row] = sigma;
}
else
{
matrix[line*size + row] = 0;
}
}
}
return;
}
// 矩阵上下翻转
void CMatrix::Matrix_UpDown(std::complex <double> *matrix, const int &Siz)
{
std::complex<double> temp = 0;
for (int row = 0; row < Siz; row++)
{
for (int line = 0; line < (Siz/2); line++)
{
temp = matrix[(Siz-1-line)*Siz + row];
matrix[(Siz-1-line)*Siz + row] = matrix[line*Siz + row];
matrix[line*Siz + row] = temp;
}
}
return;
}
// 矩阵数乘 退化成一维数组 size=line*row
void CMatrix::Matrix_NumMult(std::complex <double> *matrixA, std::complex <double> *matrixB, const int Size)
{
for (int line = 0; line < Size; line++)
{
matrixA[line] = matrixA[line] * matrixB[line];
}
return;
}
*/