DocumentCode
1173178
Title
A new upper bound on the ML decoding error probability of linear binary block codes in AWGN interference
Author
Yousefi, Shahram ; Khandani, Amir K.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Ont., Canada
Volume
50
Issue
12
fYear
2004
Firstpage
3026
Lastpage
3036
Abstract
Performance evaluation of maximum-likelihood (ML) soft-decision-decoded binary block codes is usually carried out using bounding techniques. Many tight upper bounds on the error probability of binary codes are based on the so-called Gallager\´s first bounding technique (GFBT). The tangential sphere bound (TSB) of Poltyrev which has been believed for many years to offer the tightest bound developed for binary block codes is an example. Within the framework of the TSB and GFBT, we apply a new method referred to as the "added-hyper-plane" (AHP) technique, to the decomposition of the error probability. This results in a bound developed upon the application of two stages of the GFBT with two different Gallager regions culminating in a tightened upper bound beyond the TSB. The proposed bound is simple and only requires the spectrum of the binary code.
Keywords
AWGN channels; binary codes; block codes; error statistics; linear codes; maximum likelihood decoding; radiofrequency interference; AWGN interference; Gallager first bounding technique; ML decoding; added-hyper-plane technique; additive white Gaussian noise channel; distance spectrum code; error decomposition; error probability; linear binary block code; maximum-likelihood soft-decision-decoding; tangential sphere bound; upper bounding technique; upper bounds; AWGN; Binary codes; Block codes; Error probability; Gaussian noise; Helium; Interference; Maximum likelihood decoding; Parity check codes; Upper bound; 65; AWGN; Additive white Gaussian noise; Gallager bounds; ML; block codes; bounds; channel; decoding; decoding error probability; distance spectrum; linear binary block codes; maximum-likelihood; probability of error; union bound; upper bounds;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2004.838091
Filename
1362895
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