Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels

(2001) Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels. Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar conference, 1.

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Abstract

The effect of whitening the input data in a multilayer perceptron (MLP)-based decision feedback equalizer (DFE) is evaluated. It is shown that whitening the received data employing adaptive lattice channel equalization algorithms improves the convergence rate and bit error rate performances of MLP-based decision feedback equalizers. The consistency in performance is observed in time-invariant, time-varying and non-linear channels

Item Type: Article
Subjects: Computer
Department: College of Engineering and Physics > Electrical Engineering
Depositing User: Mr. Admin Admin
Date Deposited: 24 Jun 2008 13:45
Last Modified: 01 Nov 2019 14:06
URI: https://eprints.kfupm.edu.sa/id/eprint/14696