• DocumentCode
    2864346
  • Title

    Approximate-MIN constraint node updating for LDPC code decoding

  • Author

    Jones, Christopher ; Vallés, Esteban ; Smith, Michael ; Villasenor, John

  • Author_Institution
    Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
  • Volume
    1
  • fYear
    2003
  • fDate
    13-16 Oct. 2003
  • Firstpage
    157
  • Abstract
    This work introduces a technique for updating messages that originate at the constraint nodes of bi-partite graphs in low-density parity-check codes. The technique computes only two outgoing magnitudes at each constraint node and exhibits no measurable performance loss as compared to exact belief propagation which computes a unique magnitude for each departing edge from a given constraint node. The technique eliminates the need for memory based table look-up in the constraint node processing and has been implemented using only shift, add, and comparison operations. Finite wordlength results for a ´worst-case´ code indicate that 6 bit quantization yields performance that is similar to that provided by full floating point computation.
  • Keywords
    decoding; graph theory; parity check codes; LDPC code decoding; bipanite graphs; constraint node updating; low-density parity-check codes; message updating; worst-case code; Bayesian methods; Belief propagation; Bipartite graph; Computational modeling; Iterative decoding; Loss measurement; Parity check codes; Performance loss; Propagation losses; Sum product algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Military Communications Conference, 2003. MILCOM '03. 2003 IEEE
  • Print_ISBN
    0-7803-8140-8
  • Type

    conf

  • DOI
    10.1109/MILCOM.2003.1290095
  • Filename
    1290095