title: converting ldpc parity matrix to alist format (for gnuradio ldpc encoder use)
LDPC(低密度奇偶校验码)是通信中常用的FEC(前向纠错)编码之一。
GnuRadio的LDPC编解码器接受的输入格式是alist格式的校验矩阵(通常记作H矩阵),本文提供了将H矩阵转换为alist格式的工具。
alist是一种通用的稀疏矩阵存储格式,具体定义见 XXXXXXXXXXXXXXXXXXXX/mackay/codes/XXXXXXXXml
可用以下matlab代码将矩阵x转换为alist,并保存到名字为filename的文件。
function write_alist(x, filename)
n = size(x,1);
m = size(x,2);
num_nlist = sum(x,1)';
num_mlist = sum(x,2);
biggest_num_m = max(num_mlist);
biggest_num_n = max(num_nlist);
for i = 1:n
nlist{i} = find(x(i, :) > 0);
end
for i = 1:m
mlist{i} = find(x(:, i) > 0)';
end
fd = fopen(filename, 'w');
fprintf(fd, '%d %d\n', n, m);
fprintf(fd, '%d %d\n', biggest_num_n, biggest_num_m);
fprintf(fd, '%d ', num_nlist);
fprintf(fd, '\n');
fprintf(fd, '%d ', num_mlist);
fprintf(fd, '\n');
for i=1:length(nlist)
fprintf(fd, '%d ', nlist{i});
fprintf(fd, '\n');
end
for j=1:length(mlist)
fprintf(fd, '%d ', mlist{j});
fprintf(fd, '\n');
end
fclose(fd);
end
调用示例:
% convert sparse matrix to alist format
% http://www.inference.org.uk/mackay/codes/alist.html
clear all;
x= [0 0 1 0 0 0 0 1 0 1 0 0 1 0 0 0;
0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0;
0 1 0 0 1 0 1 0 0 1 0 0 0 0 0 0;
0 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0;
0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 1;
1 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0;
0 0 0 1 0 0 0 1 0 0 0 1 0 0 1 0;
0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 1;
1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1;
0 0 1 0 1 0 0 0 0 0 0 1 0 1 0 0;
0 1 0 0 0 0 0 0 0 0 1 0 1 0 1 0;
1 0 0 0 1 0 0 1 0 0 1 0 0 0 0 0;];
write_alist(x, 'x.alist');
输出结果与原文链接中的例子完全一致。
======TODO:补充CCSDS C2 LDPC 7/8的例子=====