• DocumentCode
    2942138
  • Title

    Instanton analysis of Low-Density Parity-Check codes in the error-floor regime

  • Author

    Stepanov, Mikhail ; Chertkov, Michael

  • Author_Institution
    Theor. Div., Los Alamos Nat. Lab., NM
  • fYear
    2006
  • fDate
    9-14 July 2006
  • Firstpage
    552
  • Lastpage
    556
  • Abstract
    In this paper we develop instanton method introduced in V. Chernyak et al. (2004), M.G. Stepanov et al. (2005) to analyze quantitatively performance of low-density parity-check (LDPC) codes decoded iteratively in the so-called error-floor regime. We discuss statistical properties of the numerical instanton-amoeba scheme focusing on detailed analysis and comparison of two regular LDPC codes: Tanner´s [155,64,20] and Margulis´ [672,336,16] codes. In the regime of moderate values of the signal-to-noise ratio we critically compare results of the instanton-amoeba evaluations against the standard Monte Carlo calculations of the frame-error-rate
  • Keywords
    iterative decoding; parity check codes; statistical analysis; LDPC; error-floor regime; instanton analysis; iterative decoding; low-density parity-check codes; numerical instanton-amoeba scheme; signal-to-noise ratio; statistical properties; AWGN; Automation; Iterative decoding; Laboratories; Maximum likelihood decoding; Monte Carlo methods; Parity check codes; Performance analysis; Signal to noise ratio; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2006 IEEE International Symposium on
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    1-4244-0505-X
  • Electronic_ISBN
    1-4244-0504-1
  • Type

    conf

  • DOI
    10.1109/ISIT.2006.261777
  • Filename
    4036023