DocumentCode
1137786
Title
Low BER performance estimation of LDPC codes via application of importance sampling to trapping sets
Author
Cavus, Enver ; Haymes, Charles L. ; Daneshrad, Babak
Author_Institution
Broadcom Corp., Irvine, CA, USA
Volume
57
Issue
7
fYear
2009
fDate
7/1/2009 12:00:00 AM
Firstpage
1886
Lastpage
1888
Abstract
We introduce an importance sampling (IS) method that successfully simulates the performance of Low density Parity Check (LDPC) Codes in an AWGN channel at very low bit error rates (BERs). By effectively finding and biasing bit node combinations that are the dominant sources of error events, called trapping sets, the developed technique provokes more frequent decoder failures. Consequently, fewer simulation runs and higher simulation gains are achieved.
Keywords
AWGN channels; channel coding; decoding; error statistics; importance sampling; parity check codes; AWGN channel; LDPC codes; bit error rate; decoder failure; importance sampling; low BER performance estimation; low density parity check codes; trapping sets; AWGN channels; Analytical models; Bit error rate; Computational modeling; Decoding; Monte Carlo methods; Parity check codes; Performance analysis; Performance evaluation; Performance gain; LDPC, importance sampling, very low bit error rate, trapping set, error floor;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2009.07.050060
Filename
5165375
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