• DocumentCode
    985507
  • Title

    Bounds on the Expansion Properties of Tanner Graphs

  • Author

    Zhu, Mingrui ; Chugg, Keith M.

  • Author_Institution
    Amicus Wireless Technol., Sunnyvale, CA
  • Volume
    53
  • Issue
    12
  • fYear
    2007
  • Firstpage
    4834
  • Lastpage
    4841
  • Abstract
    This work focuses on the expansion properties of a Tanner Graph because they are known to be related to the performance of associated iterative message-passing algorithms over various channels. By analyzing the eigenvalues and corresponding eigenvectors of the normalized incidence matrix representing a Tanner Graph, lower bounds on these expansion properties are derived. Specifically, for the binary erasure channel, these results lead to two lower bounds on stopping distance for any given binary linear code and an upper bound on stopping redundancy for the family of difference-set codes (type-I 2-D projective geometry low-density parity-check (LDPC) codes).
  • Keywords
    channel coding; eigenvalues and eigenfunctions; parity check codes; Tanner graphs; eigenvalues; eigenvectors; low-density parity-check codes; message-passing algorithms; Algorithm design and analysis; Eigenvalues and eigenfunctions; Geometry; Graph theory; Iterative algorithms; Iterative decoding; Linear code; Parity check codes; Redundancy; Upper bound; Expansion of graphs; Tanner graphs; low-density parity-check (LDPC) codes; spectral graph theory; stopping distance and stopping redundancy;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2007.909127
  • Filename
    4385795