A new approach to parameter identification for nonlinear systems

In this paper a new approach to the problem of parameter identification for logistic-type systems is introduced in order to identify the qualitative characteristics of some given nonlinear systems. The method is applied to problems of importance in physics-plasma waves measured by two closely spaced...

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Veröffentlicht in:Physics of plasmas 2004-04, Vol.11 (4), p.1300-1307
Hauptverfasser: Tomás-Rodrı́guez, M., Banks, S. P., Hätönen, J. J., Alleyne, H. St. C. K.
Format: Artikel
Sprache:eng
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Zusammenfassung:In this paper a new approach to the problem of parameter identification for logistic-type systems is introduced in order to identify the qualitative characteristics of some given nonlinear systems. The method is applied to problems of importance in physics-plasma waves measured by two closely spaced satellites and the Korteweg–de Vries equation, and successful parameters estimation is demonstrated. The technique is based in a sequence of approximations which will produce a sequence of linear time-varying systems whose solutions converge to the solution of the original nonlinear system.
ISSN:1070-664X
1089-7674
DOI:10.1063/1.1667497