Blind identification of bilinear systems

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Publication Type Journal Article
School or College College of Engineering
Department Electrical & Computer Engineering
Creator Mathews, V. John
Other Author Kalouptsidis, Nicholas; Koukoulas, Panos
Title Blind identification of bilinear systems
Date 2003
Description Abstract-This paper is concerned with the blind identification of a class of bilinear systems excited by non-Gaussian higher order white noise. The matrix of coefficients of mixed input-output terms of the bilinear system model is assumed to be triangular in this work. Under the additional assumption that the system output is corrupted by Gaussian measurement noise, we derive an exact parameter estimation procedure based on the output cumulants of orders up to four. Results of the simulation experiments presented in the paper demonstrate the validity and usefulness of our approach.
Type Text
Publisher Institute of Electrical and Electronics Engineers (IEEE)
Volume 51
Issue 2
First Page 484
Last Page 499
Language eng
Bibliographic Citation Kalouptsidis, N., Koukoulas, P., & Nathews, V. J. (2003). Blind identification of bilinear systems. IEEE Transactions on Signal Processing, 51(2), 484-99. Feb.
Rights Management (c) 2003 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
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Identifier ir-main,15098
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Date Created 2012-06-13
Date Modified 2021-05-06
ID 706302
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