• 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