On topological entropy and stability of switched linear systems

被引:9
|
作者
Yang, Guosong [1 ]
Hespanha, Joao P. [1 ]
Liberzon, Daniel [2 ]
机构
[1] Univ Calif Santa Barbara, Ctr Control Dynam Syst & Computat, Santa Barbara, CA 93106 USA
[2] Univ Illinois, Coordinated Sci Lab, Urbana, IL USA
来源
PROCEEDINGS OF THE 2019 22ND ACM INTERNATIONAL CONFERENCE ON HYBRID SYSTEMS: COMPUTATION AND CONTROL (HSCC '19) | 2019年
关键词
Topological entropy; Switched systems; Stability; MINIMAL BIT RATES; UNSTABLE SUBSYSTEMS; FEEDBACK ENTROPY;
D O I
10.1145/3302504.3311815
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies topological entropy and stability properties of switched linear systems. First, we show that the exponential growth rates of solutions of a switched linear system are essentially upper bounded by its topological entropy. Second, we estimate the topological entropy of a switched linear system by decomposing it into a part that is generated by scalar multiples of the identity matrix and a part that has zero entropy, and proving that the overall topological entropy is upper bounded by that of the former. Third, we prove that a switched linear system is globally exponentially stable if its topological entropy remains zero under a destabilizing perturbation. Finally, the entropy estimation via decomposition and the entropy-based stability condition are applied to three classes of switched linear systems to construct novel upper bounds for topological entropy and novel sufficient conditions for global exponential stability.
引用
收藏
页码:119 / 127
页数:9
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