• DocumentCode
    1178928
  • Title

    Doubly-Generalized LDPC Codes: Stability Bound Over the BEC

  • Author

    Paolini, Enrico ; Fossorier, Marc P C ; Chiani, Marco

  • Author_Institution
    DEIS/WiLAB, Univ. of Bologna, Cesena
  • Volume
    55
  • Issue
    3
  • fYear
    2009
  • fDate
    3/1/2009 12:00:00 AM
  • Firstpage
    1027
  • Lastpage
    1046
  • Abstract
    The iterative decoding threshold of low-density parity-check (LDPC) codes over the binary erasure channel (BEC) fulfills an upper bound depending only on the variable and check nodes with minimum distance 2. This bound is a consequence of the stability condition, and is here referred to as stability bound. In this paper, a stability bound over the BEC is developed for doubly-generalized LDPC codes, where variable and check nodes can be generic linear block codes, assuming maximum a posteriori erasure correction at each node. It is proved that also in this generalized context the bound depends only on the variable and check component codes with minimum distance 2. A condition is also developed, namely, the derivative matching condition, under which the bound is achieved with equality. The stability bound leads to consider single parity-check codes used as variable nodes as an appealing option to overcome common problems created by generalized check nodes.
  • Keywords
    block codes; linear codes; maximum likelihood estimation; parity check codes; stability; BEC; binary erasure channel; doubly-generalized LDPC codes; generic linear block codes; low-density parity-check codes; maximum a posteriori erasure correction; stability condition; Bipartite graph; Block codes; Equations; Error correction codes; Information theory; Iterative decoding; Iterative methods; Parity check codes; Stability; Upper bound; Binary erasure channel (BEC); error-correcting codes; extrinsic information transfer (EXIT) chart; information function; low-density parity-check (LDPC) codes; stability condition;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2008.2011446
  • Filename
    4787610