Title :
Improved log domain decoding algorithm for LDPC codes over GF (q)
Author :
Hossain, Md Murad ; Islam, Md Rafiqul
Author_Institution :
Dept. of Electr. & Electron. Eng., Islamic Univ. of Technol. (IUT), Gazipur, Bangladesh
Abstract :
An improved log domain decoding algorithm of Low density parity check (LDPC) codes over GF (q) using permutation to simplify the parity check equation is presented in this paper. This approach is different from the conventional log domain decoding algorithm of Low Density Parity Check (LDPC) codes over GF (q). The difference between improved log domain decoding and conventional log domain is that in improved log domain decoding permutation is applied in check node process where permutation is applied in between check node process and variable node process for conventional log domain decoding. Improved Log domain is mathematically equivalent to the conventional log domain decoding, however improved log-domain has advantages in terms of implementation, computational complexity and numerical stability. The proposed algorithm and the conventional log domain decoding algorithm are compared both in terms of memory requirement and simulated BER performance of (1008, 504) regular LDPC codes over GF (4) having row weight 3 & column weight 6, BPSK modulation.
Keywords :
decoding; error statistics; parity check codes; phase shift keying; BPSK modulation; GF; LDPC codes; computational complexity; log domain decoding algorithm; low density parity check codes; memory requirement; numerical stability; permutation; simulated BER performance; GF (q); Iterative decoding; LDPC; Log Domain Decoding; sum-product algorithm;
Conference_Titel :
Computer and Information Technology (ICCIT), 2011 14th International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-61284-907-2
DOI :
10.1109/ICCITechn.2011.6164824