DocumentCode :
3559076
Title :
Average Stopping Set Weight Distributions of Redundant Random Ensembles
Author :
Wadayama, Tadashi
Author_Institution :
Nagoya Inst. of Technol., Nagoya
Volume :
54
Issue :
11
fYear :
2008
Firstpage :
4991
Lastpage :
5004
Abstract :
In this paper, redundant random ensembles are defined and their average stopping set (SS) weight distributions are analyzed. A redundant random ensemble consists of a set of binary matrices with linearly dependent rows. These linearly dependent rows significantly reduce the number of stopping sets (SS) of small size. Upper and lower bounds on the average SS weight distribution of the redundant random ensembles are proved based on a combinatorial argument. Asymptotic forms of these bounds reveal asymptotic behavior of the average SS weight distributions. From these bounds, a tradeoff between the number of redundant rows (corresponding to decoding complexity of belief propagation on binary erasure channel) and the average SS weight distribution (corresponding to decoding performance) can be derived.
Keywords :
binary codes; decoding; matrix algebra; parity check codes; random codes; average stopping set weight distributions; belief propagation; binary erasure channel; binary matrices; low-density parity-check codes; redundant random ensembles; Belief propagation; Bipartite graph; Error probability; Geometry; Informatics; Iterative decoding; Linear code; Parity check codes; Redundancy; Symmetric matrices; Asymptotic growth rate (AGR); ensemble; low-density parity-check (LDPC) codes; stopping set; weight distribution;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2008.929973
Filename :
4655474
Link To Document :
بازگشت