Title :
Brief Paper - Unknown input observer design for systems with monotone non-linearities
Author :
Liu, Han-Yin ; Duan, Z.-S.
Author_Institution :
Dept. of Mech. & Aerosp. Eng., Peking Univ., Beijing, China
Abstract :
A non-linear unknown input observer (UIO) is designed for systems with non-linearities having lower bonds on their slopes. The observer is constructed such that the non-linearity in the observer error system satisfies a sector property. Based on this property rather than the Lipschitz property, an algorithm not limited by Lipschitz constant is proposed. Further, all the parameters in the proposed non-linear UIO can be calculated by solving a linear matrix inequality. The UIO is also extended to an adaptive one for a class of uncertain non-linear systems in which the arguments of non-linear terms are perturbed by unknown parameters. Finally, simulations of electric driving system are used to illustrate the effectiveness of the UIOs.
Keywords :
adaptive systems; linear matrix inequalities; nonlinear systems; observers; uncertain systems; Lipschitz constant; Lipschitz property; adaptive system; electric driving system; linear matrix inequality; monotone nonlinearities; nonlinear unknown input observer; observer error system; uncertain nonlinear systems; unknown input observer design;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2011.0611