📄 sumproduct.cpp
字号:
#include "parameter_sets.h"
int SumProductF(struct BasicParaS * ctrl, double * prob1) {
int iter, i, sum, flag;
struct LinkNode * currentNode, * iterNode;
int M = ctrl->numChk;
int N = ctrl->numVar;
double temp0, temp1, K;
double p0, p1;
int * varbits = new int[N];
double * prob = new double[N];
// Iterate to flood the message throughout the whole graph
for (iter = 0; iter<ctrl->maxIter; iter++) {
#ifdef DEBUG
printf("Iterate to decode .. %d\n", iter);
#endif
// Horizontal step, for each check node
for (i=0; i<M; i++) {
currentNode = *(ctrl->rowLink+i);
// Update Rji message for each variable node
while (currentNode != NULL) {
// Calculate the Rji for the current variable node
temp1 = 1;
iterNode = *(ctrl->rowLink+i); // iter from the first node in the same row
while (iterNode != NULL) {
if (iterNode != currentNode)
temp1 *= 1-2*iterNode->qMsg[1];
iterNode = iterNode->rowPtr; // move to the next node in the same row
}
currentNode->rMsg[0] = 0.5+temp1/2; // update the r0 message
currentNode->rMsg[1] = 1-currentNode->rMsg[0]; // update the r1 message
currentNode = currentNode->rowPtr; // move to the next node in the same row
}
}
// Vertical step, for each variable node
for (i=0; i<N; i++) {
currentNode = *(ctrl->colLink+i);
// Update Qij message for each check node
while (currentNode != NULL) {
// Calculate the Qij for the current check node
temp0 = 1;
temp1 = 1;
iterNode = *(ctrl->colLink+i); // iter from the first node in the same col
while (iterNode != NULL) {
if (iterNode != currentNode) {
temp0 *= iterNode->rMsg[0];
temp1 *= iterNode->rMsg[1];
}
iterNode = iterNode->colPtr; // move to the next node in the same col
}
p1 = *(prob1+i);
p0 = 1 - p1;
K = 1/(p0*temp0+p1*temp1); // K is the normalization factor
currentNode->qMsg[0] = K*p0*temp0; // update the q0 message
currentNode->qMsg[1] = K*p1*temp1; // update the q1 message
currentNode = currentNode->colPtr; // move to the next node in the same col
}
}
// Calculte the Q for each variable node and Decision
for (i=0; i<N; i++) {
temp0 = 1;
temp1 = 1;
iterNode = *(ctrl->colLink+i);
while (iterNode != NULL) {
temp0 *= iterNode->rMsg[0];
temp1 *= iterNode->rMsg[1];
iterNode = iterNode->colPtr; // move to the next node in the same col
}
p1 = *(prob1+i);
p0 = 1 - p1;
K = 1/(p0*temp0+p1*temp1); // K is the normalization factor
temp1 = K*p0*temp0;
* (prob + i) = temp1;
if (temp1>0.5) {
*(varbits+i) = 0;
} else {
*(varbits+i) = 1;
}
}
// Check whether the current output is currect
flag = 0;
for (i=0; i<M; i++) {
sum = 0;
iterNode = *(ctrl->rowLink+i);
while (iterNode != NULL) {
sum += *(varbits+iterNode->colIdx);
sum %= 2;
iterNode = iterNode->rowPtr;
}
if (sum != 0)
flag++;
}
if (flag == 0)
{
ctrl->numIter += (iter+1);
break;
}
}
for(i=0; i<N; i++)
*(prob1+i) = *(prob+i);
// for (i=0; i<ctrl->numInBits; i++) {
// *(output+i) = *(varbits+i);
// }
#ifdef DEBUG
iter = 0;
printf("The output of decoding are ..\n");
for (i=0; i<N; i++) {
printf(" %d", *(varbits+i));
iter++;
if (iter == 24) {
iter = 0;
printf("\n");
}
}
#endif
delete [] varbits;
delete [] prob;
if (flag == 0)
return 0;
else
{
ctrl->numIter += ctrl->maxIter;
return 1;
}
}
⌨️ 快捷键说明
复制代码
Ctrl + C
搜索代码
Ctrl + F
全屏模式
F11
切换主题
Ctrl + Shift + D
显示快捷键
?
增大字号
Ctrl + =
减小字号
Ctrl + -