Matrosov theorem for parameterized families of discrete-time systems

被引:18
|
作者
Nesic, D [1 ]
Teel, AR
机构
[1] Univ Melbourne, Dept Elect & Elect Engn, Parkville, Vic 3052, Australia
[2] Univ Calif Santa Barbara, CCEC, Dept Elect & Comp Engn, Santa Barbara, CA 93106 USA
基金
美国国家科学基金会; 澳大利亚研究理事会;
关键词
adaptive control; discrete-time; Matrosov theorem; nonlinear systems; persistency of excitation; stability; time-varying;
D O I
10.1016/j.automatica.2004.01.016
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A version of Matrosov's theorem for parameterized discrete-time time-varying systems is presented. The theorem is a discrete-time version of the continuous-time result in Loria et al., 2002 (delta-persistency of excitation: a necessary and sufficient condition for uniform attractivity, 2002, submitted for publication). Our result facilitates controller design for sampled-data nonlinear systems via their approximate discrete-time models. An application of the theorem to establishing uniform asymptotic stability of systems controlled by model reference adaptive controllers designed via approximate discrete-time plant models is presented. (C) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1025 / 1034
页数:10
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