DocumentCode
938978
Title
A branching process analysis of the average number of computations of the stack algorithm
Author
Haccoun, David
Volume
30
Issue
3
fYear
1984
fDate
5/1/1984 12:00:00 AM
Firstpage
497
Lastpage
508
Abstract
A new analysis for bounding the average computational effort of sequential decoding is presented. It is based on a branching process model of the subset of incorrect paths explored by the decoder. Closed-form expressions formulated in terms of the set of branch metrics and their probability assignments as actually used by the decoder are derived. Code characteristics in the form of Hamming weights of the ´incorrect paths or column distance function are incorporated, making the analysis directly applicable to specific cases. Evaluation of the bounds is not difficult. Results are in good agreement with those obtained by lengthy computer simulations.
Keywords
Sequential decoding; Tree coding; Algorithm design and analysis; Decoding; Distortion measurement; Entropy; Gaussian noise; Nonlinear distortion; Notice of Violation; Quantization; Rate distortion theory; White noise;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.1984.1056921
Filename
1056921
Link To Document