DocumentCode
1530100
Title
Adaptive equalization using the backpropagation algorithm
Author
Zhang, Qingshi
Author_Institution
Dept. of Telecommun. Theory, R. Inst. of Technol., Stockholm, Sweden
Volume
37
Issue
6
fYear
1990
fDate
6/1/1990 12:00:00 AM
Firstpage
848
Lastpage
849
Abstract
A novel adaptive channel equalizer based on the backpropagation algorithm applied to an associative network is presented. simulations are made for linear and nonlinear channels,. The performance is shown to be much better than that obtained using the least-mean-square (LMS) algorithm for the nonlinear channel
Keywords
adaptive systems; computerised signal processing; equalisers; adaptive channel equalizer; associative network; backpropagation algorithm; linear channels; nonlinear channels; Adaptive equalizers; Additive noise; Backpropagation algorithms; Delay effects; Digital filters; Equations; Error probability; Gaussian noise; Least squares approximation; Telephony;
fLanguage
English
Journal_Title
Circuits and Systems, IEEE Transactions on
Publisher
ieee
ISSN
0098-4094
Type
jour
DOI
10.1109/31.55048
Filename
55048
Link To Document