DocumentCode :
72197
Title :
Protograph-Based Raptor-Like LDPC Codes
Author :
Tsung-Yi Chen ; Vakilinia, Kasra ; Divsalar, Dariush ; Wesel, Richard D.
Author_Institution :
SpiderCloud Wireless Inc., San Jose, CA, USA
Volume :
63
Issue :
5
fYear :
2015
fDate :
May-15
Firstpage :
1522
Lastpage :
1532
Abstract :
This paper proposes protograph-based Raptor-like (PBRL) codes as a class of rate-compatible low-density parity-check codes for binary-input AWGN channels. As with the Raptor codes, exclusive-OR operations on precoded bits produce additional parity bits providing extensive rate compatibility. Unlike Raptor codes, each additional parity bit in the protograph is explicitly designed to optimize the density evolution threshold. During the lifting process, approximate cycle extrinsic message degree (ACE) and circulant progressive edge growth (CPEG) constraints are used to avoid undesirable graphical structures. Some density-evolution performance is sacrificed to obtain lower error floors, particularly at short block-lengths. Simulation results are shown for information block sizes of k = 1032 and 16 384. For a target frame error rate of 10-5, at each rate, the k = 1032 and 16 384 code families perform within 1 dB and 0.4 dB of both the Gallager bound and the normal approximation, respectively. The 16 384 code family outperforms the best known standardized code family, namely, the AR4JA codes. The PBRL codes also outperform DVB-S2 codes that have the advantages of longer blocklengths and outer BCH codes. Performance is similar to RC code families designed by Nguyen et al. that do not constrain codes to have the PBRL structure and involve simulation in the optimization process at each rate.
Keywords :
AWGN channels; BCH codes; binary codes; channel coding; parity check codes; precoding; ACE; AR4JA codes; CPEG constraints; DVB-S2 codes; Gallager bound; PBRL codes; approximate cycle extrinsic message degree; binary-input AWGN channels; bits precoding; circulant progressive edge growth constraints; density evolution threshold optimization; exclusive-OR operations; graphical structures; lifting process; lower error floors; optimization process; outer BCH codes; protograph-based Raptor-like LDPC codes; rate-compatible low-density parity-check codes; short block-lengths; target frame error rate; Approximation methods; Decoding; Encoding; Iterative decoding; Optimization; Signal to noise ratio; Channel coding; Low-Density Parity-Check Codes.; low-density parity-check codes;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2015.2404842
Filename :
7045568
Link To Document :
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