Nonlinear observer design using Lyapunov's auxiliary theorem

被引:332
作者
Kazantzis, N [1 ]
Kravaris, C [1 ]
机构
[1] Univ Michigan, Dept Chem Engn, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
nonlinear systems; nonlinear observers; singular PDEs; Lyapunov's auxiliary theorem; error dynamics linearization;
D O I
10.1016/S0167-6911(98)00017-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The present work proposes a new approach to the nonlinear observer design problem. Based on the early ideas that influenced the development of the linear Luenberger observer theory, the proposed approach develops a nonlinear analogue. The formulation of the observer design problem is realized via a system of singular first-order linear PDEs, and a rather general set of necessary and sufficient conditions for solvability is derived by using Lyapunov's auxiliary theorem. The solution to the above system of PDEs is locally analytic and this enables the development of a series solution method, that is easily programmable with the aid of a symbolic software package. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:241 / 247
页数:7
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