Authors: MingQing Xiao, Nikolaos Kazantzis, Costas Kravaris
Addresses: Department of Mathematics, Southern Illinois University, Carbondale, IL 62901-4408, USA. ' Department of Chemical Engineering, Worcester Polytechnic Institute, Worcester, MA 01609, USA. ' Department of Chemical Engineering, University of Patras, Patras, GR 26500, Greece
Abstract: A set of conditions is presented, under which a non-linear discrete-time observer inducing linear estimation error dynamics exists for non-linear continuous (C0) discrete-time systems. In particular, the existence of a homeomorphism in state space is established that maps the orbits of a linear system with an output injection term onto the observing system, implying the existence of an invariant attracting manifold for the extended system. Within the aforementioned framework, it is shown that the discrete-time version of the Hartman-Grobman Theorem can be naturally reproduced as a special case. Finally, the performance of the proposed non-linear discrete-time observer is evaluated in two representative case studies, where two different dynamical systems of the Lozi and Hénon-type are considered that exhibit non-linear and chaotic behaviour.
Keywords: nonlinear control; nonlinear observers; discrete-time systems; error dynamics linearisation; homeomorphism; discrete-time observer design.
International Journal of Modelling, Identification and Control, 2008 Vol.4 No.1, pp.3 - 11
Published online: 30 Oct 2008 *Full-text access for editors Access for subscribers Purchase this article Comment on this article