• DocumentCode
    1161988
  • Title

    Sequential decoding based on an error criterion

  • Author

    Anderson, John B.

  • Author_Institution
    Dept. of Electr. Comput.-Syst. Eng., Rensselaer Polytech. Inst., Troy, NY, USA
  • Volume
    38
  • Issue
    3
  • fYear
    1992
  • fDate
    5/1/1992 12:00:00 AM
  • Firstpage
    987
  • Lastpage
    1001
  • Abstract
    An analysis of sequential decoding is presented that is based on the requirement that a set probability error Pe be achieved. The error criterion implies a bounded tree or trellis search region: the shape of this is calculated for the case of a binary symmetric channel with crossover probability P and random tree codes of rate R. Since the search region is finite at all combinations of p and R below capacity, there is no cutoff rate phenomenon for any Pe>0. The decoder delay (search depth), the path storage size, and the number of algorithm steps for several tree search methods are calculated. These include searches without backtracking and backtracking searches that are depth- and metric-first. The search depth of the non-backtracking decoders satisfies the Gallager reliability exponent for block codes. In average paths searched, the backtracking decoders are much more efficient, but all types require the same peak storage allocation. Comparisons are made to well-known algorithms
  • Keywords
    decoding; error statistics; telecommunication channels; Gallager reliability exponent; backtracking searches; binary symmetric channel; block codes; bounded tree; crossover probability; error criterion; nonbacktracking decoders; probability error; search depth; sequential decoding; tree search methods; trellis search region; Binary codes; Block codes; Capacity planning; Convolutional codes; Delay; Iterative decoding; Probability; Shape; Tree graphs; Viterbi algorithm;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/18.135640
  • Filename
    135640