DocumentCode
922837
Title
Performance bound for maximum-likelihood reception of digital data
Author
Foschini, Gerard J.
Volume
21
Issue
1
fYear
1975
fDate
1/1/1975 12:00:00 AM
Firstpage
47
Lastpage
50
Abstract
Maximum-likelihood sequence estimation (MLSE) of data sequences is considered as an approach to increasing data rates over band-limited channels, such as exist in analog telephone facilities. Analytical prediction of the efficacy of MLSE for specific channels had been viewed as intractable until Forney gave a formula for an asymptotic upper bound on the probability of symbol error
. Forney\´s bound involved an infinite series, and letting the noise power No --} 0, he chose the asymptotically largest series term as an asymptotic bound on
, ignoring a very basic perplexing open question: How do we know the bounding series is not identically infinity for all
We show that under very general conditions Forney\´s bounding series converges for a nontrivial interval
. As a corollary, we prove Forney\´s aforementioned asymptotic formula for
. The analysis includes the class of channels with spectral nulls, since band edge nulls can be associated with telephone channels that are pulsed at high rates.
. Forney\´s bound involved an infinite series, and letting the noise power No --} 0, he chose the asymptotically largest series term as an asymptotic bound on
, ignoring a very basic perplexing open question: How do we know the bounding series is not identically infinity for all
We show that under very general conditions Forney\´s bounding series converges for a nontrivial interval
. As a corollary, we prove Forney\´s aforementioned asymptotic formula for
. The analysis includes the class of channels with spectral nulls, since band edge nulls can be associated with telephone channels that are pulsed at high rates.Keywords
PAM signal detection; Sequence estimation; maximum-likelihood (ML) estimation; Appraisal; Data communication; Demodulation; H infinity control; Mathematical model; Maximum likelihood estimation; Modems; Performance analysis; Telephony; Upper bound;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.1975.1055333
Filename
1055333
Link To Document