Discrete-time nonlinear observer design using functional equations

Citation
N. Kazantzis et C. Kravaris, Discrete-time nonlinear observer design using functional equations, SYST CONTR, 42(2), 2001, pp. 81-94
Citations number
29
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
SYSTEMS & CONTROL LETTERS
ISSN journal
01676911 → ACNP
Volume
42
Issue
2
Year of publication
2001
Pages
81 - 94
Database
ISI
SICI code
0167-6911(20010215)42:2<81:DNODUF>2.0.ZU;2-I
Abstract
The present research work proposes a new approach to the discrete-time nonl inear observer design problem. Based on the early ideas that influenced the development of the linear Luenberger observer, the proposed approach devel ops a nonlinear analogue. The formulation of the discrete-time nonlinear ob server design problem is realized via a system of first-order linear nonhom ogeneous functional equations, and a rather general set of necessary and su fficient conditions for solvability is derived using results from functiona l equations theory. The solution to the above system of functional equation s can be proven to be locally analytic and this enables the development of a series solution method, that is easily programmable with the aid of a sym bolic software package. (C) 2001 Elsevier Science B.V. All rights reserved.