• DocumentCode
    1281034
  • Title

    Weight Distributions of Regular Low-Density Parity-Check Codes Over Finite Fields

  • Author

    Yang, Shengtian ; Honold, Thomas ; Chen, Yan ; Zhang, Zhaoyang ; Qiu, Peiliang

  • Volume
    57
  • Issue
    11
  • fYear
    2011
  • Firstpage
    7507
  • Lastpage
    7521
  • Abstract
    The average weight distribution of a regular low-density parity-check (LDPC) code ensemble over a finite field is thoroughly analyzed. In particular, a precise asymptotic approximation of the average weight distribution is derived for the small-weight case, and a series of fundamental qualitative properties of the asymptotic growth rate of the average weight distribution are proved. Based on this analysis, a general result, including all previous results as special cases, is established for the minimum distance of individual codes in a regular LDPC code ensemble.
  • Keywords
    approximation theory; parity check codes; statistical distributions; asymptotic approximation; asymptotic growth rate; average weight distribution; finite fields; regular LDPC code ensemble; regular low-density parity-check codes; Iterative decoding; Maximum likelihood estimation; Polynomials; Low-density parity-check (LDPC) codes; minimum distance; weight distribution;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2011.2162642
  • Filename
    5960793