Title :
Nonlinear discrete-time observer design with linearizable error dynamics
Author :
Xiao, MingQing ; Kazantzis, Nikolaos ; Kravaris, Costas ; Krener, Arthur J.
Author_Institution :
Dept. of Math., Southern Illinois Univ., Carbondale, IL, USA
fDate :
4/1/2003 12:00:00 AM
Abstract :
A necessary and sufficient condition for the existence of a discrete-time nonlinear observer with linearizable error dynamics is provided. The result can be applied to any real analytic nonlinear system whose linear part is observable. The necessary and sufficient condition is the solvability of a nonlinear functional equation. Furthermore, the well-known Siegel´s theorem on the linearizability of a mapping is naturally reproduced in a corollary. The proposed observer design method is constructive and can be applied approximately to any sufficiently smooth, linearly observable system yielding a local observer with approximately linear error dynamics.
Keywords :
difference equations; discrete time systems; nonlinear dynamical systems; observers; Siegel´s theorem; linearizable error dynamics; necessary and sufficient condition; nonlinear discrete-time observer design; nonlinear functional equation; output injection; Chemical engineering; Design methodology; Estimation error; Linear approximation; Mathematics; Nonlinear dynamical systems; Nonlinear equations; Nonlinear systems; Observers; Sufficient conditions;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2003.809793