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
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;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.761927