Title :
Stopping and Trapping Sets in Generalized Covering Arrays
Author :
Milenkovic, Olgica ; Soljanin, Emina ; Whiting, Philip
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Colorado, Boulder, CO
Abstract :
Certain combinatorial structures embedded in the parity-check matrix of linear codes, such as stopping and trapping sets, are known to govern the behavior of the codes´ bit error rate curves under iterative decoding. We show how the Lovasz local lemma can be used to obtain epsiv-probability bounds on the frequency of occurrence of such structures. In particular, the results are developed for two random ensembles of arrays. Arrays in the first ensemble consist of i.i.d. Bernoulli random variables, while the rows of the arrays in the second ensemble are chosen uniformly at random from the set of codewords of a linear block-code.
Keywords :
block codes; error statistics; iterative decoding; linear codes; matrix algebra; parity check codes; probability; Bernoulli random variable; Lovasz local lemma; codes bit error rate curve; combinatorial structure; epsiv-probability bound; generalized covering array; iterative decoding; linear block-code; parity-check matrix; stopping-trapping sets; Bit error rate; Error correction codes; Frequency; Iterative decoding; Linear code; Parity check codes; Random variables; Terminology;
Conference_Titel :
Information Sciences and Systems, 2006 40th Annual Conference on
Conference_Location :
Princeton, NJ
Print_ISBN :
1-4244-0349-9
Electronic_ISBN :
1-4244-0350-2
DOI :
10.1109/CISS.2006.286475