1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
|
#include <stdio.h>
#include <stdlib.h>
#include <math.h>
#include <ones.h>
#include "addition.h"
#include "subtraction.h"
#include "multiplication.h"
#include "division.h"
#include "wcenter.h"
#include "doubleComplex.h"
#include "sqrt.h"
void zwcentercola (doubleComplex* inp, int row, int col, doubleComplex* out)
{
doubleComplex sum[row], xbar[row];
for(int i = 0; i < row; i++)
sum[i] = DoubleComplex(0,0);
for(int i = 0; i < row; i++)
{
for(int j = 0; j < col; j++)
{
sum[i] = zadds(sum[i], inp[i + j*row]);
}
}
for(int i = 0; i < row; i++)
xbar[i] = zrdivs(sum[i], col);
doubleComplex one[col]; // Creating a matrix of ones
zonesa(one,1,col);
doubleComplex prod[row*col];
zmulma(xbar, row, 1, one, 1, col, prod);
for(int i = 0; i< row*col; i++)
out[i] = zdiffs(inp[i], prod[i]);
for(int i = 0; i < row; i++)
sum[i] = DoubleComplex(0,0);
for(int i = 0; i < row; i++)
{
for(int j = 0; j < col; j++)
{
sum[i] = zadds(sum[i], zmuls(out[i + j*row], out[i + j*row]));
}
}
doubleComplex sigma[row];
for(int i = 0; i < row; i++)
sigma[i] = zsqrts(zrdivs(sum[i],(col-1)));
for(int i = 0; i < row*col; i++)
prod[i] = DoubleComplex(0,0);
zmulma(sigma, row, 1, one, 1, col, prod);
for(int i = 0; i < row*col; i++)
out[i] = zrdivs(out[i], prod[i]);
}
|
