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Performance of the Multilayer Perceptron-based DFE with Lattice Structure in Linear and Non-Linear Channels

Shafi, A. and Zerguine, A. (2001) Performance of the Multilayer Perceptron-based DFE with Lattice Structure in Linear and Non-Linear Channels. In: 35-th Annual, Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, USA.

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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:Conference or Workshop Item (Paper)
Date:November 2001
Date Type:Publication
Subjects:Electrical
Divisions:College Of Engineering Sciences > Electrical Engineering Dept
Creators:Shafi, A. and Zerguine, A.
Email:UNSPECIFIED, azzedine@kfupm.edu.sa
ID Code:1048
Deposited By:Mr. Md. Ahsanul Alam
Deposited On:21 Apr 2008 10:53
Last Modified:12 Apr 2011 13:08

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