Asymptotic spectra of trapping sets in regular and irregular LDPC code ensembles

被引:75
|
作者
Milenkovic, Olgica [1 ]
Soljanin, Emina
Whiting, Philip
机构
[1] Univ Colorado, Dept Elect & Comp Engn, Boulder, CO 80309 USA
[2] Bell Labs, Murray Hill, NJ 07974 USA
基金
美国国家科学基金会;
关键词
asymptotic enumeration; large deviations theory; low-density parity-check (LDPC) codes; trapping sets;
D O I
10.1109/TIT.2006.887060
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We evaluate the asymptotic normalized average distributions of a class of combinatorial configurations in random, regular and irregular, binary low-density parity-check (LDPC) code ensembles. Among the configurations considered are trapping and stopping sets. These sets represent subsets of variable nodes in the Tanner graph of a code that play an important role in determining the height and point of onset of the error-floor in its performance curve. The techniques used for deriving the spectra include large deviations theory and statistical methods for enumerating binary matrices with prescribed row and column sums. These techniques can also be applied in a setting that involves more general structural entities such as subcodes and/or minimal codewords, that are known to characterize other important properties of soft-decision decoders of linear block codes.
引用
收藏
页码:39 / 55
页数:17
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