DocumentCode
2017866
Title
On the error correction of regular LDPC codes using the flipping algorithm
Author
Burshtein, D.
Author_Institution
Sch. of Electr. Eng., Tel-Aviv Univ., Tel-Aviv
fYear
2007
fDate
24-29 June 2007
Firstpage
226
Lastpage
230
Abstract
We apply the iterative bit flipping algorithm to the standard regular low-density parity-check (LDPC) code ensemble. In the past it was shown, for a typical code in the ensemble with left degree at least five and block length sufficiently large, that this algorithm can correct all error patterns with some linear (in the block length) number of errors. We extend this result to the case where the left degree is at least four. For the case where the left degree is larger than four, we obtain an improvement of several orders of magnitude compared to the existing results on the fraction of worst case errors that can be corrected. We also show how our results can be improved when we consider random errors (as opposed to worst case errors) produced by the channel.
Keywords
iterative methods; parity check codes; error correction; error patterns; iterative bit flipping algorithm; low-density parity-check code ensemble; regular LDPC codes; Algorithm design and analysis; Code standards; Computational complexity; Error analysis; Error correction; Error correction codes; Iterative algorithms; Iterative decoding; Parity check codes; Partitioning algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 2007. ISIT 2007. IEEE International Symposium on
Conference_Location
Nice
Print_ISBN
978-1-4244-1397-3
Type
conf
DOI
10.1109/ISIT.2007.4557085
Filename
4557085
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