• DocumentCode
    2393094
  • Title

    Convergence analysis of turbo-decoding of product codes

  • Author

    Sella, Assaf ; Be´ery, Y.

  • Author_Institution
    Dept. of Electr. Eng.-Syst., Tel Aviv Univ., Israel
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    484
  • Abstract
    Geometric interpretation of turbo-decoding has founded an analytical basis, and provided tools for the analysis of this algorithm. Based on this geometric framework, we extend the analytical results for turbo-decoding of product codes, and show how analysis tools can be practically adopted for this case. Specifically, we investigate the algorithm´s stability and its convergence rate. We present new results concerning the structure and properties of stability matrices of the algorithm, and develop upper bounds on the algorithm´s convergence rate. We prove that for any 2×2 (information bits) product codes, there is a unique and stable fixed point. For the general case, we present sufficient conditions for stability. The interpretation of these conditions provides an insight to the behavior of the decoding algorithm
  • Keywords
    Golay codes; Hamming codes; convergence of numerical methods; iterative decoding; numerical stability; turbo codes; Golay codes; Hamming codes; algorithm stability; convergence analysis; convergence rate; geometric framework; product codes; stability matrices; turbo-decoding; upper bounds; Algorithm design and analysis; Analytical models; Convergence; Decoding; Eigenvalues and eigenfunctions; Jacobian matrices; Product codes; Stability; Sufficient conditions; Turbo codes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2000. Proceedings. IEEE International Symposium on
  • Conference_Location
    Sorrento
  • Print_ISBN
    0-7803-5857-0
  • Type

    conf

  • DOI
    10.1109/ISIT.2000.866782
  • Filename
    866782