Title :
Unknown inputs observers for state and unknown inputs estimation in a class of discrete-time Lipschitz nonlinear systems
Author :
Seifeddine, Ben Warrad ; Slim, Dhahri ; Faycal, Ben Hmida
Author_Institution :
ESSTT, Univ. of Tunis, Tunis, Tunisia
Abstract :
In this paper, we propose a method for estimating of state and unknown inputs based in observers approach in a class of discrete-time Lipschitz nonlinear systems with unknown inputs both state and measurement. This method design is obtained using a particular Lyapunov function in order to guaranty the asymptotic stability of the error estimation. The observer gains are determined in terms of Linear Matrix inequalities (LMI). Performances of the proposed approach are illustrated through simulation results.
Keywords :
Lyapunov methods; asymptotic stability; discrete time systems; linear matrix inequalities; nonlinear control systems; observers; state estimation; LMI; Lyapunov function; asymptotic stability; discrete-time Lipschitz nonlinear systems; error estimation; linear matrix inequalities; observer gain; observers approach; state input estimation; unknown input estimation; unknown input observer; Equations; Estimation error; Linear systems; Nonlinear systems; Observers; Vectors; Lipschitz systems; discrete-time; extended unknown inputs observers; nonlinear systems; state estimation; unknown disturbances; unknown inputs estimation;
Conference_Titel :
Electrical Engineering and Software Applications (ICEESA), 2013 International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4673-6302-0
DOI :
10.1109/ICEESA.2013.6578384