Title :
Quasi-cyclic LDPC codes based on D and Q matrices through progressive edge growth
Author :
Zhan, Wei ; Zhu, Guangxi ; Peng, Li ; Yan, Xi
Author_Institution :
Huazhong Univ. of Sci. & Technol., Wuhan
fDate :
Nov. 28 2007-Dec. 1 2007
Abstract :
We propose a general method for constructing regular and irregular quasi-cyclic LDPC codes based on the modified PEG (progressive edge growth) graph. The idea of permutation vector is introduced. Through permutation vectors, the QC-LDPC codes based on arbitrary circulant permutation matrices, which are not limited to identity matrix, Q-matrix or D-matrix, can be generated with flexible parameters such as block length, code rate, degree distribution. Simulation results demonstrate that QC-LDPC codes using the new PEG algorithm show an error correction performance comparable to the random LDPC codes based on the traditional PEG algorithm. In addition, the PEG QC-LDPC codes have more hardware-friendly parity check matrices than the random PEG LDPC codes and can fulfill linear-time encoding. The QC-LDPC codes based on D-matrix and Q-matrix are more suitable to be used in QC-LDPC codes than identity matrix because they outperform that of identity matrix by 0.1-0.2 dB in the new PEG algorithm.
Keywords :
error correction; matrix algebra; parity check codes; D matrix; PEG algorithm; Q matrix; arbitrary circulant permutation matrix; error correction; linear-time encoding; permutation vector; progressive edge growth; quasi-cyclic LDPC codes; AWGN; Additive white noise; Arithmetic; Error correction codes; Iterative algorithms; Iterative decoding; Laboratories; Parity check codes; Signal processing; Signal processing algorithms; low-density parity-check (LDPC) codes; progressive edge growth (PEG); quasi-cyclic (QC) codes;
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2007. ISPACS 2007. International Symposium on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-1447-5
Electronic_ISBN :
978-1-4244-1447-5
DOI :
10.1109/ISPACS.2007.4445811