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A Novel Channel Equalizer Using Large Margin Algebraic Perceptron Network
Journal Title Journal of Communications
Journal Abbreviation jcm
Publisher Group Academy Publisher
Website http://ojs.academypublisher.com
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Title A Novel Channel Equalizer Using Large Margin Algebraic Perceptron Network
Authors Patra, Prashant K.; Panigrahi, Siba P.; Padhy, Sasmita K.; Hathy, Priti R.
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
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