Title :
Observer design for a class of nonlinear discrete time systems
Author :
N. Gasmi;A. Thabet;M. Boutayeb;M. Aoun
Author_Institution :
Centre de Recherche en Automatique de Nancy, University of Lorraine, France
Abstract :
This paper focuses in the observer design for non-linear discrete time systems. The main objective is the application of the Differential Mean Value Theorem (DMVT) to transform the nonlinear dynamics error to a linear parameter varying (LPV) system. This aims to introduce a less restrictive condition on the nonlinear functions. To ensure asymptotic stability, sufficient conditions are formulated in Linear Matrix Inequalities (LMIs). For comparison, an observer based on the utilization of the One-Sided Lipschitz condition is introduced. High performances are shown through numerical simulation.
Keywords :
"Observers","Nonlinear systems","Discrete-time systems","Estimation error","Convergence","Electronic mail","Transforms"
Conference_Titel :
Sciences and Techniques of Automatic Control and Computer Engineering (STA), 2015 16th International Conference on
DOI :
10.1109/STA.2015.7505084