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
Link To Document :
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