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Model Reduction of Bilinear Systems Described by Input-Output Difference Equation

Al-Baiyat, S. A. (2004) Model Reduction of Bilinear Systems Described by Input-Output Difference Equation. International Journal of Systems Science, 35 (9). pp. 503-510.

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Abstract

A class of single input single output bilinear systems described by their input-output difference equation is considered. A simple expression for the Volterra kernels of the system is derived in terms of the coefficients of difference equation. An algorithm, based on the singular value decomposition of a generalized Hankel matrix, is also developed. The algorithm is then used to find a reduced-order bilinear state-space model. The Hankel approach will be extensively studied under different data length cases and different orders of the state-space models. A numerical example is presented to illustrate the effectiveness of the proposed algorithm.



Item Type:Article
Date:20 July 2004
Date Type:Publication
Subjects:Electrical
Divisions:College Of Engineering Sciences > Electrical Engineering Dept
Creators:Al-Baiyat, S. A.
Email:sbaiyat@kfupm.edu.sa
ID Code:450
Deposited By:Obaid-Ur-Rehman Khattak
Deposited On:19 Mar 2008 12:02
Last Modified:12 Apr 2011 13:06

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