DocumentCode :
1049379
Title :
The Trapping Redundancy of Linear Block Codes
Author :
Laendner, Stefan ; Hehn, Thorsten ; Milenkovic, Olgica ; Huber, Johannes B.
Author_Institution :
Inst. for Inf. Transm., Univ. of Erlangen-Nuremberg, Erlangen
Volume :
55
Issue :
1
fYear :
2009
Firstpage :
53
Lastpage :
63
Abstract :
We generalize the notion of the stopping redundancy in order to study the smallest size of a trapping set in Tanner graphs of linear block codes. In this context, we introduce the notion of the trapping redundancy of a code, which quantifies the relationship between the number of redundant rows in any parity-check matrix of a given code and the size of its smallest trapping set. Trapping sets with certain parameter sizes are known to cause error-floors in the performance curves of iterative belief propagation (BP) decoders, and it is therefore important to identify decoding matrices that avoid such sets. Bounds on the trapping redundancy are obtained using probabilistic and constructive methods, and the analysis covers both general and elementary trapping sets. Numerical values for these bounds are computed for the [2640, 1320] Margulis code and the class of projective geometry codes, and compared with some new code-specific trapping set size estimates.
Keywords :
belief networks; block codes; iterative decoding; linear codes; matrix algebra; parity check codes; probability; set theory; Tanner graph; constructive method; iterative belief propagation decoder; linear block code trapping redundancy; parity-check matrix; probability method; trapping set; Belief propagation; Block codes; Computational geometry; Error analysis; Error correction codes; Helium; Iterative decoding; Parity check codes; Redundancy; Upper bound; Belief propagation (BP); Margulis codes; low-density parity-check (LDPC) codes; projective geometry (PG) codes; trapping redundancy; trapping sets;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2008.2008134
Filename :
4729779
Link To Document :
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