DocumentCode
1320452
Title
Multipath Parameter Estimation for PLC Channels Using the GEESE Algorithm
Author
Kim, Yong-Hwa
Author_Institution
Korea Electrotechnol. Res. Inst., Ansan, South Korea
Volume
25
Issue
4
fYear
2010
Firstpage
2339
Lastpage
2345
Abstract
We propose a multipath parameter estimation scheme for power-line communication (PLC) channel modeling. In the proposed scheme, we introduce a time-delay estimation scheme and an attenuation factor estimation scheme to analyze multipath parameters. For the time-delay estimation scheme, we employ the generalized eigenvalues utilizing signal subspace eigenvectors (GEESE) algorithm using frequency-domain channel measurements. Before the GEESE algorithm is used, spatial smoothing methods are applied to resolve the different paths in PLC channels. To estimate the attenuation factors, we derive a least-square estimator. Simulation results with theoretical channel models and experimental channel measurements show that the proposed scheme accurately estimates multipath parameters for PLC channel modeling.
Keywords
carrier transmission on power lines; channel estimation; delay estimation; eigenvalues and eigenfunctions; frequency-domain analysis; least squares approximations; smoothing methods; GEESE algorithm; PLC channel modeling; attenuation factor estimation; attenuation factor estimation scheme; experimental channel measurements; frequency-domain channel measurements; generalized eigenvalues; least-square estimator; multipath parameter estimation scheme; power-line communication channel modelling; signal subspace eigenvector algorithm; spatial smoothing methods; theoretical channel models; time-delay estimation scheme; Attenuation; Channel estimation; Multipath channels; Power line communications; Smoothing methods; Channel estimation; generalized eigenvalues utilizing signal subspace eigenvectors (GEESE); multipath channel model; power-line communication (PLC);
fLanguage
English
Journal_Title
Power Delivery, IEEE Transactions on
Publisher
ieee
ISSN
0885-8977
Type
jour
DOI
10.1109/TPWRD.2010.2043691
Filename
5570116
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