Algebraic Quasi-Cyclic LDPC Codes: Construction, Low Error-Floor, Large Girth and a Reduced-Complexity Decoding Scheme

被引:118
作者
Li, Juane [1 ]
Liu, Keke [1 ]
Lin, Shu [1 ]
Abdel-Ghaffar, Khaled [1 ]
机构
[1] Univ Calif Davis, Dept Elect & Comp Engn, Davis, CA 95616 USA
基金
美国国家科学基金会;
关键词
Binary codes; channel coding; parity-check codes; iterative coding; PARITY-CHECK CODES; BINARY; AWGN;
D O I
10.1109/TCOMM.2014.2339329
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a simple and very flexible method for constructing quasi-cyclic (QC) low density parity-check (LDPC) codes based on finite fields. The code construction is based on two arbitrary subsets of elements from a given field. Some well known constructions of QC-LDPC codes based on finite fields and combinatorial designs are special cases of the proposed construction. The proposed construction in conjunction with a technique, known as masking, results in codes whose Tanner graphs have girth 8 or larger. Experimental results show that codes constructed using the proposed construction perform well and have low error-floors. Also presented in the paper is a reduced-complexity iterative decoding scheme for QC-LDPC codes based on the section-wise cyclic structure of their parity-check matrices. The proposed decoding scheme is an improvement of an earlier proposed reduced-complexity iterative decoding scheme.
引用
收藏
页码:2626 / 2637
页数:12
相关论文
共 36 条
[1]   Enumerators for Protograph-Based Ensembles of LDPC and Generalized LDPC Codes [J].
Abu-Surra, Shadi ;
Divsalar, Dariush ;
Ryan, William E. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (02) :858-886
[2]  
[Anonymous], P IEEE INT S INF THE
[3]  
[Anonymous], IEEE T INF THEORY
[4]  
[Anonymous], 2009, Channel Codes: Classical and Modern
[5]  
[Anonymous], 2011, P INF THEOR APPL WOR
[6]  
[Anonymous], P INF THEOR APPL WOR
[7]   Near optimum universal belief propagation based decoding of low-density parity check codes [J].
Chen, JH ;
Fossorier, MPC .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2002, 50 (03) :406-414
[8]   Near-Shannon-limit quasi-cyclic low-density parity-check codes [J].
Chen, L ;
Xu, J ;
Djurdjevic, I ;
Lin, S .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2004, 52 (07) :1038-1042
[9]   Overlapped message passing for quasi-cyclic low-density parity check codes [J].
Chen, YN ;
Parhi, KK .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2004, 51 (06) :1106-1113
[10]   A Matrix-Theoretic Approach for Analyzing Quasi-Cyclic Low-Density Parity-Check Codes [J].
Diao, Qiuju ;
Huang, Qin ;
Lin, Shu ;
Abdel-Ghaffar, Khaled .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2012, 58 (06) :4030-4048