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

Shafi, A. and Zerguine, A. (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
Date:2001
Date Type:Publication
Subjects:Computer
Divisions:College Of Engineering Sciences > Electrical Engineering Dept
Creators:Shafi, A. and Zerguine, A.
ID Code:14696
Deposited By:KFUPM ePrints Admin
Deposited On:24 Jun 2008 16:45
Last Modified:12 Apr 2011 13:16

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