• DocumentCode
    896527
  • Title

    Asymptotic Spectra of Trapping Sets in Regular and Irregular LDPC Code Ensembles

  • Author

    Milenkovic, Olgica ; Soljanin, Emina ; Whiting, Philip

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Colorado Univ., Boulder, CO
  • Volume
    53
  • Issue
    1
  • fYear
    2007
  • Firstpage
    39
  • Lastpage
    55
  • Abstract
    We evaluate the asymptotic normalized average distributions of a class of combinatorial configurations in random, regular and irregular, binary low-density parity-check (LDPC) code ensembles. Among the configurations considered are trapping and stopping sets. These sets represent subsets of variable nodes in the Tanner graph of a code that play an important role in determining the height and point of onset of the error-floor in its performance curve. The techniques used for deriving the spectra include large deviations theory and statistical methods for enumerating binary matrices with prescribed row and column sums. These techniques can also be applied in a setting that involves more general structural entities such as subcodes and/or minimal codewords, that are known to characterize other important properties of soft-decision decoders of linear block codes
  • Keywords
    binary codes; block codes; decoding; graph theory; matrix algebra; parity check codes; LDPC; Tanner graph; asymptotic spectra; binary low-density parity-check code; binary matrix; combinatorial configuration; linear block code; normalized average distribution; soft-decision decoder; statistical method; stopping set; trapping set; AWGN; Additive white noise; Bit error rate; Block codes; Computer science; Helium; Iterative decoding; Mathematics; Parity check codes; Statistical analysis; Asymptotic enumeration; large deviations theory; low-density parity-check (LDPC) codes; trapping sets;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2006.887060
  • Filename
    4039670