The University of Southampton
University of Southampton Institutional Repository

Adaptive equalisation of finite non-linear channels using multilayer perceptrons

Adaptive equalisation of finite non-linear channels using multilayer perceptrons
Adaptive equalisation of finite non-linear channels using multilayer perceptrons
Adaptive equalization of channels with non-linear intersymbol interference is considered. It is shown that difficulties associated with channel non-linearities and additive noise correlation can be overcome by the use of equalizers employing a multi-layer perceptron structure. This provides further evidence that the neural network approach proposed recently by Gibson et al. is a general solution to the problem of equalization in digital communications systems.
0165-1684
107-119
Chen, S.
9310a111-f79a-48b8-98c7-383ca93cbb80
Gibson, G. J.
f6598836-ae2a-4707-9956-3600c35d5ee6
Cowan, C. F. N.
383ecc7c-1e78-4861-95d7-cbfeb02745a1
Grant, P. M.
e527fff4-da0f-4bc4-91cf-eed522070300
Chen, S.
9310a111-f79a-48b8-98c7-383ca93cbb80
Gibson, G. J.
f6598836-ae2a-4707-9956-3600c35d5ee6
Cowan, C. F. N.
383ecc7c-1e78-4861-95d7-cbfeb02745a1
Grant, P. M.
e527fff4-da0f-4bc4-91cf-eed522070300

Chen, S., Gibson, G. J., Cowan, C. F. N. and Grant, P. M. (1990) Adaptive equalisation of finite non-linear channels using multilayer perceptrons. Signal Processing, 20 (2), 107-119. (doi:10.1016/0165-1684(90)90122-F).

Record type: Article

Abstract

Adaptive equalization of channels with non-linear intersymbol interference is considered. It is shown that difficulties associated with channel non-linearities and additive noise correlation can be overcome by the use of equalizers employing a multi-layer perceptron structure. This provides further evidence that the neural network approach proposed recently by Gibson et al. is a general solution to the problem of equalization in digital communications systems.

Text
SP-1990-02.pdf - Version of Record
Download (6MB)

More information

Published date: February 1990
Organisations: Southampton Wireless Group

Identifiers

Local EPrints ID: 251136
URI: http://eprints.soton.ac.uk/id/eprint/251136
ISSN: 0165-1684
PURE UUID: 75743eee-90b1-4745-8fc2-34bd79eafd97

Catalogue record

Date deposited: 12 Oct 1999
Last modified: 01 Feb 2022 17:39

Export record

Altmetrics

Contributors

Author: S. Chen
Author: G. J. Gibson
Author: C. F. N. Cowan
Author: P. M. Grant

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×