Title :
A new algorithm of counting the number of small stopping sets and girth in QC-LDPC Codes
Author :
Kong, Lingjun ; Xiao, Yang
Author_Institution :
Inst. of Inf. Sci., Beijing Jiaotong Univ., Beijing
Abstract :
It is well known that the performance of low-density parity check (LDPC) codes under iterative decoding is determined by certain combinatorial structures (such as stopping sets and girth) in the Tanner graph. The difficulty in enumerating all possible combinations of the columns may prevent an efficient search of good LDPC codes with small stopping sets and girth. To solve the problem, this paper presents a new algorithm of counting the number of small stopping sets and girth by analyzing the shapes of the cycles of Tanner graph in parity check matrix for designing good LDPC codes which is less complex than the existing algorithms. This method can be used effectively to evaluate the performance of LDPC codes according to their small stopping sets and girth distributions.
Keywords :
cyclic codes; graph theory; iterative decoding; parity check codes; Tanner graph; girth counting; iterative decoding; low-density parity check code; parity check matrix; quasi-cyclic LDPC codes; small stopping set counting; AWGN; Additive white noise; Algorithm design and analysis; Information science; Iterative algorithms; Iterative decoding; Maximum likelihood decoding; Parity check codes; Shape; Turbo codes; Quasi-Cyclic low-density parity-check (LDPC) codes; check algorithm; circulant matrices; cycle; girth; stopping distance; stopping sets;
Conference_Titel :
Signal Processing, 2008. ICSP 2008. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2178-7
Electronic_ISBN :
978-1-4244-2179-4
DOI :
10.1109/ICOSP.2008.4697481