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

(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)
Subjects: Electrical
Department: College of Engineering and Physics > Electrical Engineering
Depositing User: Mr. Md. Ahsanul Alam
Date Deposited: 21 Apr 2008 07:53
Last Modified: 01 Nov 2019 13:25
URI: https://eprints.kfupm.edu.sa/id/eprint/1048