TY - GEN
T1 - On the error correction of regular LDPC codes using the flipping algorithm
AU - Burshtein, David
PY - 2007
Y1 - 2007
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=51649093808&partnerID=8YFLogxK
U2 - 10.1109/ISIT.2007.4557085
DO - 10.1109/ISIT.2007.4557085
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AN - SCOPUS:51649093808
SN - 1424414296
SN - 9781424414291
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 226
EP - 230
BT - Proceedings - 2007 IEEE International Symposium on Information Theory, ISIT 2007
T2 - 2007 IEEE International Symposium on Information Theory, ISIT 2007
Y2 - 24 June 2007 through 29 June 2007
ER -