A Novel Channel Equalizer Using Large Margin Algebraic Perceptron Network
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Title | A Novel Channel Equalizer Using Large Margin Algebraic Perceptron Network |
Authors | |
Abstract | This paper proposes a novel control scheme for channel equalization for wireless communication system. The proposed scheme considers channel equalization as a classification problem. For efficient solution of the problem, this paper makes use of a neural network working on Algebraic Perceptron (AP) algorithm as a classifier. Also, this paper introduces a method of performance improvement by increasing margin of AP equalizers. Novelty of the proposed scheme is evidenced by its simulation results. |
Publisher | ACADEMY PUBLISHER |
Date | 2010-08-01 |
Source | Journal of Communications Vol 5, No 8 (2010): Special Issue: Advances in Wireless Communication - II |
Rights | Copyright © ACADEMY PUBLISHER - All Rights Reserved.To request permission, please check out URL: http://www.academypublisher.com/copyrightpermission.html. |