Title :
More accurate performance analysis for BP decoding of LDPC codes using EXIT trajectories
Author :
Zheng, He ; Jin, Xiaolei ; Hu, Hanying
Author_Institution :
Dept. of Commun. Eng., Inf. Eng. Univ., Zhengzhou, China
Abstract :
By using extrinsic information transfer (EXIT) trajectories, we propose an improved performance-analysis method for belief propagation (BP) decoding of low-density parity-check (LDPC) codes. On the additive white Gaussian noise (AWGN) channel, the achieved convergence threshold values have errors to those computed by density evolution (DE) within 0.01 dB. Compared with those by EXIT charts, the threshold values obtained by the proposed EXIT-trajectory method are more accurate. Furthermore, we extend the method to the uncorrelated flat Rayleigh fading channel. In contrast with DE, the proposed method is more convenient since no computations for Fourier and inverse Fourier transforms are required during the analysis.
Keywords :
AWGN channels; Rayleigh channels; channel coding; decoding; parity check codes; AWGN channel; LDPC codes; additive white Gaussian noise channel; belief propagation decoding; density evolution; extrinsic information transfer trajectories; inverse Fourier transforms; low-density parity-check codes; performance-analysis method; uncorrelated flat Rayleigh fading channel; AWGN; Additive white noise; Belief propagation; Convergence; Information analysis; Iterative decoding; Noise level; Parity check codes; Performance analysis; Sparse matrices;
Conference_Titel :
Communications and Information Technology, 2005. ISCIT 2005. IEEE International Symposium on
Print_ISBN :
0-7803-9538-7
DOI :
10.1109/ISCIT.2005.1567129