Title :
Algebraic Quasi-Cyclic LDPC Codes: Construction, Low Error-Floor, Large Girth and a Reduced-Complexity Decoding Scheme
Author :
Juane Li ; Keke Liu ; Shu Lin ; Abdel-Ghaffar, Khaled
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California, Davis, Davis, CA, USA
Abstract :
This paper presents a simple and very flexible method for constructing quasi-cyclic (QC) low density paritycheck (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.
Keywords :
algebraic codes; channel coding; graph theory; parity check codes; Tanner graphs; algebraic quasicyclic LDPC codes; channel coding; masking; parity-check matrices; quasi-cyclic low density parity check codes; reduced-complexity decoding scheme; Arrays; Bit error rate; Decoding; Iterative decoding; Null space; Sparse matrices; Binary codes; channel coding; iterative coding; parity-check codes;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2014.2339329