DocumentCode
1381294
Title
Application of adaptive simulated annealing to blind channel identification with HOC fitting
Author
Chen, S. ; Luk, B.L. ; Liu, Yanbing
Author_Institution
Dept. of Electr. & Electron. Eng., Portsmouth Univ.
Volume
34
Issue
3
fYear
1998
fDate
2/5/1998 12:00:00 AM
Firstpage
234
Lastpage
235
Abstract
A higher order cumulant (HOC) fitting approach is a powerful technique for blind identification of nonminimum phase channels. Owing to the fact that HOC cost functions are multimodal, global optimisation techniques offer the important advantage of avoiding local minima. An adaptive simulated annealing (ASA) algorithm is applied to optimise an HOC cost function. A simulation study demonstrates that this ASA is accurate and has a fast convergence rate compared with standard simulated annealing (SA)
Keywords
convergence; higher order statistics; identification; signal processing; simulated annealing; telecommunication channels; adaptive simulated annealing; blind channel identification; convergence rate; cost functions; global optimisation techniques; higher order cumulant fitting; nonminimum phase channels;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19980235
Filename
677323
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