Spectral tests for observability and detectability of periodic Markov jump systems with nonhomogeneous Markov chain

被引:22
作者
Hou, Ting [1 ]
Ma, Hongji [1 ]
Zhang, Weihai [2 ]
机构
[1] Shandong Univ Sci & Technol, Coll Math & Syst Sci, Qingdao 266590, Peoples R China
[2] Shandong Univ Sci & Technol, Coll Elect Engn & Automat, Qingdao 266590, Peoples R China
基金
中国国家自然科学基金;
关键词
Periodic systems; Nonhomogeneous Markov chain; Observability; Detectability; Spectral criterion; STOCHASTIC-SYSTEMS; EQUATION;
D O I
10.1016/j.automatica.2015.10.004
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 addresses observability and detectability of discrete-time periodic systems with nonhomo-geneous Markov jump parameter. Popov-Belevitch-Hautus (PBH)-type criteria are proposed for the concerned structural properties. It is shown that, different from stochastic systems with constant coefficients or homogeneous Markov chain, the spectral criteria of considered plants do not rely on a single operator but on a finite sequence of linear evolution operators. By use of the obtained detectability criterion, an extended Lyapunov theorem is established, which relates asymptotic mean square stability to a periodic Lyapunov equation. Further, a difference Riccati equation with periodic coefficients is studied and some sufficient conditions are presented for the existence of stabilizing solution. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:175 / 181
页数:7
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