필터 지우기
필터 지우기

My LDPC BER curve is bad

조회 수: 4 (최근 30일)
Rishi Balasubramanian
Rishi Balasubramanian 2021년 1월 22일
댓글: Rahul Raj 2023년 8월 16일
Hello,
For my Masters Thesis, I am trying to simulate Quasi Cyclic Low-density Parity-Check Codes (QC - LDPC) codes on Matlab. Here are the details regarding it.
Parity Matrix - Quasi Cyclic LDPC (93 x 155)
Encoder - Approximate Lower Triangular Encoding (rearrange matrix to ALT form)
Decoders - Sum-Product and Min Sum Decoders.
Message Size - 62 bits
Modulation - BPSK
Channel - AWGN
I believe that I have properly coded. And I have been unable to track where the mistake is happening. But for some unidentifiable reason, by error rates are not what they're expected to be. I have attached the BER curve for reference. Any sort of help would be really appreciated. I have been plucking out all my hair for the past 20+ days failing to create a proper simulation. Thanks in advance.
clear
clc
[bb, Ha] = qcldpc(3, 5, 2, 5, 31); %Creates PCM.
H = alt(Ha); %Rearrange PCM to ALT form for Encoding
[N1, N2] = size(H);
k = N2-N1;
pcs =1;
while (pcs ~= 0)
y = round(rand(1, N2-N1));
encode = enc(H,y);
msg = [y encode];
cs = mod(msg * H', 2); %to detect a proper codeword
pcs = sum(cs);
end
[~, bits] = size(msg);
dB = 1:5; % range of SNR values in dB
R = k/N2; % code rate
iter = 10; %Iterations
N0 = (10.^(-dB/10)); %Variance values
for i = 1 : length(dB)
ber1(i) = 0; ber2(i) = 0;
for j = 1:bits
mod = bpsk(msg); %bpsk modulation
bp = mod';
tx = bp + sqrt(N0(i)/2) * randn(size(bp)); %Transmitted with AWGN
dp(i,:) = dbpsk(tx); %Demodulated
Li = -dp(i,:);
vhat1(i,:) = SPA(tx, Ha, N0(i), iter); %Decoding Using Sum Product Algorithm
vhat2(i,:) = MSA(Li, Ha, iter); %Decoding Using Min Sum Algorithm
[n1, r1] = biterr(vhat1(i,:), msg);
[n2, r2] = biterr(vhat2(i,:), msg);
ber1(i) = ber1(i) + r1;
ber2(i) = ber2(i) + r2;
end
BER1(i) = ber1(i) / (bits * length(dB)); %BER Calculation
BER2(i) = ber2(i) / (bits * length(dB));
end
figure('Name','BER vs SNR','NumberTitle','off');
semilogy(dB, BER1, 'o-');
hold;
semilogy(dB, BER2, 'o--');
legend('SPA','MSA')
grid on;
hold off;
  댓글 수: 1
Rahul Raj
Rahul Raj 2023년 8월 16일
Can you tell what method you are using for creating a quasi-cyclc LDPC code matrix or parity check matrix?

댓글을 달려면 로그인하십시오.

답변 (0개)

카테고리

Help CenterFile Exchange에서 Error Detection and Correction에 대해 자세히 알아보기

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by