An adaptive observer design for Takagi-Sugeno type nonlinear system
Résumé
Takagi-Sugeno (T-S) type of polytopic models have been used prominently in the literature to analyze nonlinear systems. With the sector nonlinearity approach, an exact representation of a nonlinear system within a sector could be obtained in a T-S form. Hence, a number of observer design strategies have been proposed for nonlinear systems using the T-S framework. In this work, a design strategy for adaptive observers is presented for a type of T-S systems with unknown parameters. The proposed approach improves upon the existing literature in two folds: reduce the computational burden and provide an algorithmic procedure that would seamlessly connect the state estimation and parameter estimation parts of the observer design. Lyapunov approach is used for the stability analysis and the design procedure. The results are illustrated on a simulation example.
Mots clés
Joint state and parameter estimation
Adaptive Observers
Takagi-Sugeno models
Takagi-Sugeno Models Adaptive Observers Joint state and parameter estimation Takagi-Sugeno Models Adaptive Observers Joint state and parameter estimation Takagi-Sugeno Models Adaptive Observers Joint state and parameter estimation Takagi-Sugeno Models Adaptive Observers Joint state and parameter estimation
Takagi-Sugeno Models
Joint state and parameter estimation Takagi-Sugeno Models
Domaines
Automatique / RobotiqueOrigine | Fichiers éditeurs autorisés sur une archive ouverte |
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