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http://dx.doi.org/10.5762/KAIS.2010.11.12.5036

PDF-Distance Minimizing Blind Algorithm based on Delta Functions for Compensation for Complex-Channel Phase Distortions  

Kim, Nam-Yong (School of Electronics, Info. & Comm. Engineering, kangwon National University)
Kang, Sung-Jin (School of Info. Tech. Engineering, Korea University of Tech. and Educ.)
Publication Information
Journal of the Korea Academia-Industrial cooperation Society / v.11, no.12, 2010 , pp. 5036-5041 More about this Journal
Abstract
This paper introduces the complex-version of an Euclidean distance minimization algorithm based on a set of delta functions. The algorithm is analyzed to be able to compensate inherently the channel phase distortion caused by inferior complex channels. Also this algorithm has a relatively small size of Gaussian kernel compared to the conventional method of using a randomly generated symbol set. This characteristic implies that the information potential between desired symbol and output is higher so that the algorithm forces output more strongly to gather close to the desired symbol. Based on 16 QAM system and phase distorted complex-channel models, mean squared error (MSE) performance and concentration performance of output symbol points are evaluated. Simulation results show that the algorithm compensates channel phase distortion effectively in constellation performance and about 5 dB enhancement in steady state MSE performance.
Keywords
Complex channel; Phase distortion; Delta functions; Blind equalization; PDF-distance minimization;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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