Adaptive equalization using the backpropagation algorithm

Adaptive equalization using the backpropagation algorithm

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 nonline...

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Veröffentlicht in:IEEE transactions on circuits and systems 1990-06, Vol.37 (6), p.848-849
1. Verfasser: Zhang, Q.
Format: Artikel
Sprache:eng
Schlagworte:
Adaptive equalizers
Additive noise
Applied sciences
Backpropagation algorithms
Delay effects
Digital filters
Electric, optical and optoelectronic circuits
Electronics
Equations
Error probability
Exact sciences and technology
Gaussian noise
Least squares approximation
Telephony
Theoretical study. Circuits analysis and design
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Beschreibung
Zusammenfassung: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.< >
ISSN:0098-4094
1558-1276
DOI:10.1109/31.55048