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Diffstat (limited to '2.3-1/src/c/statisticsFunctions/mvcorrel/smvcorrela.c')
-rw-r--r--2.3-1/src/c/statisticsFunctions/mvcorrel/smvcorrela.c87
1 files changed, 87 insertions, 0 deletions
diff --git a/2.3-1/src/c/statisticsFunctions/mvcorrel/smvcorrela.c b/2.3-1/src/c/statisticsFunctions/mvcorrel/smvcorrela.c
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+++ b/2.3-1/src/c/statisticsFunctions/mvcorrel/smvcorrela.c
@@ -0,0 +1,87 @@
+/* Copyright (C) 2016 - IIT Bombay - FOSSEE
+
+ This file must be used under the terms of the CeCILL.
+ This source file is licensed as described in the file COPYING, which
+ you should have received as part of this distribution. The terms
+ are also available at
+ http://www.cecill.info/licences/Licence_CeCILL_V2-en.txt
+ Author: Abhinav Dronamraju
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+*/
+
+
+#include "mvcorrel.h"
+#include "stdlib.h"
+#include "stdio.h"
+#include "types.h"
+#include "pow.h"
+#include "uint16.h"
+#include "zeros.h"
+#include "sum.h"
+#include "ones.h"
+#include "matrixMultiplication.h"
+#include "division.h"
+#include "matrixTranspose.h"
+#include "subtraction.h"
+#include "division.h"
+
+void smvcorrela(float *in, int lx, int cx, float* r)
+{
+ float temp1[1* cx];
+ float xbar[1* cx];
+ float temp2[lx*1];
+ float temp3[lx*cx];
+ float temp4[lx*cx];
+ float temp4_trans[cx*lx];
+ float temp5[1* cx];
+ float temp6[lx*cx];
+ float std[1*cx];
+ float std_trans[cx*1];
+ float temp7[cx*cx];
+ float temp8[cx*cx];
+
+ sonesa ( temp2 , lx , 1 ); //temp2= ones(lx,1)
+
+ if(lx==1)
+ {
+ szerosa ( r , cx ,cx ); //out= zeros(lx,cx)
+
+ }
+
+ else
+ {
+
+ srowsuma(in, lx, cx, temp1); //temp1= sum(x, "r")
+
+ for(int i=0; i< 1*cx; i++)
+ xbar[i]= srdivs(temp1[i], lx); // xbar= sum(x, "r")/ lx
+/* //Debug Only*/
+/* for(int i= 0; i< 1*cx; i++)*/
+/* printf("xbar[%d]= %lf\t", i, xbar[i]);*/
+/* printf("\n");*/
+
+ smulma(temp2, lx,1, xbar, 1, cx, temp3 ); //temp3= ones(lx,1)*xbar
+ sdiffa(in, lx*cx, temp3, lx*cx, temp4); //temp4= r= x-ones(lx,1)*xbar
+ for(int i=0; i< lx*cx; i++)
+ temp6[i]= spows(temp4[i], 2); //temp6= r.^2
+ srowsuma(temp6, lx, cx, temp5); //temp5= sum(r.^2, "r")
+ for(int i=0; i< 1*cx; i++)
+ std[i]= spows(temp5[i], 0.5); //std=(sum(r .^2,"r")) .^ (0.5)
+/* //Debug Only*/
+/* for(int i= 0; i< 1*cx; i++)*/
+/* printf("std[%d]= %lf\t", i, std[i]);*/
+/* printf("\n"); */
+ stransposea ( temp4 , lx , cx, temp4_trans); //temp4_trans= r'
+ stransposea ( std , 1 , cx, std_trans); //std_trans= std'
+ smulma(temp4_trans, cx,lx, temp4, lx, cx, temp7 ); //temp7= r'*r
+ smulma(std_trans, cx, 1, std, 1,cx, temp8); //temp8= std'*std
+
+ srdiva (temp7, temp8, cx*cx, r); // r=(r'*r) ./ (std'*std)
+
+
+ }
+
+
+
+}