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A Novel Channel Equalizer Using Large Margin Algebraic Perceptron Network
2010
Journal of Communications
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.
doi:10.4304/jcm.5.8.637-645
fatcat:whhiwtu6kfbtxlkkp43aj3mh3i