DocumentCode
27549
Title
On the Use of Zadeh´s Series Expansion for Modeling and Estimation of Indoor Powerline Channels
Author
Gianaroli, Fabio ; Pancaldi, Fabrizio ; Vitetta, Giorgio M.
Author_Institution
Dept. of Eng. “Enzo Ferrari”, Univ. of Modena & Reggio Emilia, Modena, Italy
Volume
62
Issue
7
fYear
2014
fDate
Jul-14
Firstpage
2558
Lastpage
2568
Abstract
Indoor powerline channels usually exhibit a cyclic input-output behavior due to the time-varying impedance of power loads. This makes typical time-invariant system models unsuitable to provide a faithful representation of such channels. In this paper, starting from the so-called Zadeh´s series expansion, a discrete-time parametric representation of a linear periodically time-varying system is developed, and it is shown how a reduced-complexity version of it can be adopted to model indoor powerline channels. Then, various methods for estimating the parameters of the proposed representation are developed and compared in terms of performance and complexity. Numerical results evidence that our reduced complexity model is able to provide an accurate representation of indoor powerline channels and is of practical interest for both smart-grid applications and home area networks.
Keywords
carrier transmission on power lines; discrete Fourier transforms; series (mathematics); time-varying channels; Zadeh series expansion; cyclic input-output behavior; discrete time parametric model; home area network; indoor powerline channel estimation; linear periodically time-varying system; smart grid application; time-varying impedance; Channel estimation; Complexity theory; Finite impulse response filters; Maximum likelihood estimation; Noise; Vectors; Powerline communications; channel estimation; linear periodically time-varying channel;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2014.2327616
Filename
6823642
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