DocumentCode :
3267361
Title :
A computation method of formal linearization for time-variant nonlinear systems via Chebyshev interpolation
Author :
Komatsu, Kazuo ; Takata, Hitoshi
Author_Institution :
Kumamoto Nat. Coll. of Technol., Japan
Volume :
4
fYear :
2002
fDate :
10-13 Dec. 2002
Firstpage :
4173
Abstract :
We consider a computer method of transforming time-variant nonlinear systems into time-variant linear ones. Introducing a linearizing function which consists of the Chebyshev polynomials, the nonlinear time-variant systems are transformed into linear time-variant systems with respect to these linearizing functions using the Chebyshev interpolation. Error bounds of this formal linearization are also discussed in this paper, which shows that the accuracy of the approximation by the linearization improves as the order of the Chebyshev polynomials increases. Nonlinear observer and filter are synthesized for time-variant systems as applications of this linearization. Numerical experiments are included to show the high validity of this formal linearization.
Keywords :
Chebyshev approximation; interpolation; linear systems; linearisation techniques; nonlinear filters; nonlinear systems; observers; time-varying systems; Chebyshev interpolation; Chebyshev polynomials; Gaussian white noise; approximation accuracy; error bounds; formal linearization error; linear time variant systems; linearizing functions; nonlinear observer; nonlinear time variant systems; Chebyshev approximation; Computer errors; Educational institutions; Filters; Interpolation; Linear approximation; Nonlinear systems; Polynomials; State-space methods; Taylor series;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
ISSN :
0191-2216
Print_ISBN :
0-7803-7516-5
Type :
conf
DOI :
10.1109/CDC.2002.1185024
Filename :
1185024
Link To Document :
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