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 P e 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 P e>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