Title :
Quasi-Cyclic LDPC Codes Based on Pre-Lifted Protographs
Author :
Mitchell, David ; Smarandache, Roxana ; Costello, Daniel J.
Author_Institution :
Dept. of Electr. Eng., Univ. of Notre Dame, Notre Dame, IN, USA
Abstract :
Quasi-cyclic low-density parity-check (QC-LDPC) codes based on protographs are of great interest to code designers because analysis and implementation are facilitated by the protograph structure and the use of circulant permutation matrices for protograph lifting. However, these restrictions impose undesirable fixed upper limits on important code parameters, such as minimum distance and girth. In this paper, we consider an approach to constructing QC-LDPC codes that uses a two-step lifting procedure based on a protograph, and, by following this method instead of the usual one-step procedure, we obtain improved minimum distance and girth properties. We also present two new design rules for constructing good QC-LDPC codes using this two-step lifting procedure, and in each case, we obtain a significant increase in minimum distance and achieve a certain guaranteed girth compared with one-step circulant-based liftings. The expected performance improvement is verified by simulation results.
Keywords :
cyclic codes; graph theory; matrix algebra; parity check codes; QC-LDPC codes; Tanner graph; circulant permutation matrices; girth properties; low-density parity-check; minimum distance; one-step circulant-based liftings; pre-lifted protographs; protograph lifting; quasicyclic LDPC codes; two-step lifting procedure; Arrays; Hamming distance; Iterative decoding; Materials; Simulation; Low-density parity-check (LDPC) codes; Tanner graph; girth; minimum distance; protograph; quasi-cyclic codes;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2014.2342735