STABILITY OF SWITCHED AFFINE SYSTEMS: ARBITRARY AND DWELL-TIME SWITCHING

被引:6
|
作者
Della Rossa, Matteo [1 ]
Egidio, Lucas N. [1 ]
Jungers, Raphael M. [1 ]
机构
[1] UCLouvain, ICTEAM, Louvain La Neuve, Belgium
基金
欧洲研究理事会;
关键词
switched systems; stability analysis; convex optimization methods; Lyapunov-based methods; CONVERSE LYAPUNOV THEOREM; MARGINAL INSTABILITY; DYNAMICAL-SYSTEMS; STABILIZATION; CRITERIA;
D O I
10.1137/22M1482226
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 dynamical behavior of switched affine systems is known to be more intricate than that of the well-studied switched linear systems, essentially due to the existence of distinct equilibrium points for each subsystem. First, under arbitrary switching rules, the stability analysis must be generally carried out with respect to a compact set with nonempty interior rather than to a singleton. We provide a novel proof technique for existence and outer approximation of attractive invariant sets of a switched affine system, under the hypothesis of global uniform stability of its linearization. On the other hand, considering dwell-time switching signals, forward invariant sets need not exist for this class of switched systems, even for stable ones. Hence, more general notions of stability/boundedness are introduced and studied, highlighting the relations of these concepts to the uniform stability of the linear part of the system under the same class of dwell-time switching signals. These results reveal the main differences and specificities of switched affine systems with respect to linear ones, providing a first step for the analysis of switched systems composed by subsystems not sharing the same equilibrium. Numerical methods based on linear matrix inequalities and sum-of-squares programming are presented and illustrate the developed theory.
引用
收藏
页码:2165 / 2192
页数:28
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