DocumentCode
2767019
Title
Adaptive observers for slowly time varying infinite dimensional systems
Author
Curtain, R.F. ; Demetriou, M.A. ; Ito, K.
Author_Institution
Dept. of Math., Groningen Univ., Netherlands
Volume
4
fYear
1998
fDate
16-18 Dec 1998
Firstpage
4022
Abstract
We consider a class of infinite dimensional systems with an unknown time varying perturbation in the input term. The goal here is twofold, namely to estimate the state and identify the unknown parameter in the input term using only input and output measurements. An adaptive observer along with a parameter adaptive law that is based on Lyapunov redesign is presented and, under certain conditions imposed on the plant, is shown to achieve state error convergence. Parameter convergence can be established by imposing the additional condition of persistence of excitation. Examples that illustrate the applicability of this approach to a parabolic partial differential equation and a delay system are included along with some numerical results
Keywords
Hilbert spaces; convergence; delay systems; multidimensional systems; observers; parabolic equations; parameter estimation; partial differential equations; time-varying systems; Lyapunov redesign; adaptive observers; delay system; parabolic partial differential equation; parameter adaptive law; persistence of excitation; slowly time varying infinite dimensional systems; unknown time varying perturbation; Convergence; Equations; Intelligent actuators; Mathematics; Mechanical engineering; Observers; State estimation; Steady-state; Time varying systems; USA Councils;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location
Tampa, FL
ISSN
0191-2216
Print_ISBN
0-7803-4394-8
Type
conf
DOI
10.1109/CDC.1998.761927
Filename
761927
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