• DocumentCode
    37677
  • Title

    Density Evolution for Min-Sum Decoding of LDPC Codes Under Unreliable Message Storage

  • Author

    Balatsoukas-Stimming, Alexios ; Burg, Andreas

  • Author_Institution
    Telecommun. Circuits Lab., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
  • Volume
    18
  • Issue
    5
  • fYear
    2014
  • fDate
    May-14
  • Firstpage
    849
  • Lastpage
    852
  • Abstract
    We analyze the performance of quantized min-sum decoding of low-density parity-check codes under unreliable message storage. To this end, we introduce a simple bit-level error model and show that decoder symmetry is preserved under this model. Subsequently, we formulate the corresponding density evolution equations to predict the average bit error probability in the limit of infinite block length. We present numerical threshold results and we show that using more quantization bits is not always beneficial in the context of faulty decoders.
  • Keywords
    decoding; error statistics; parity check codes; LDPC codes; average bit error probability; bit-level error model; decoder symmetry; density evolution; infinite blocklength; low-density parity-check codes; message storage; numerical threshold; quantized min-sum decoding; Binary phase shift keying; Circuit faults; Decoding; Error probability; Iterative decoding; Quantization (signal); LDPC codes; faulty decoding; min-sum decoding;
  • fLanguage
    English
  • Journal_Title
    Communications Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1089-7798
  • Type

    jour

  • DOI
    10.1109/LCOMM.2014.030714.132830
  • Filename
    6774414