Energy-to-Peak Filtering of Semi-Markov Jump Systems With Mismatched Modes

被引:77
作者
Xu, Zhaowen [1 ]
Wu, Zheng-Guang [2 ]
Su, Hongye [2 ]
Shi, Peng [3 ]
Que, Haoyi [1 ]
机构
[1] Shenzhen Polytech, Inst Intelligence Sci & Engn, Shenzhen 518055, Peoples R China
[2] Zhejiang Univ, Inst Cyber Syst & Control, Natl Lab Ind Control Technol, Hangzhou 310027, Peoples R China
[3] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA 5005, Australia
基金
中国国家自然科学基金;
关键词
Markov processes; Linear matrix inequalities; Indexes; Stability analysis; Switches; Performance analysis; Energy-to-peak performance; mismatched modes; semi-Markov jump systems (S-M[!text type='JS']JS[!/text]s); LINEAR-SYSTEMS; STABILIZATION; STABILITY;
D O I
10.1109/TAC.2019.2955014
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, the problem of energy-to-peak filtering problem is studied for a class of continuous-time semi-Markov jump systems with mismatched modes. We consider the scenario where the mode of the system is not always instantaneously accessible and mismatches the mode of the filter. To cope with this asynchronous phenomenon, we introduce a hidden semi-Markov model and use a stochastic process as a switching signal of the filter to observe the system modes. By the Lyapunov function approach and linear matrix inequality method, sufficient conditions are developed to ensure the filtering error dynamics is stable with a prescribed energy-to-peak performance index. Two examples are given to illustrate the effectiveness of the proposed design technique.
引用
收藏
页码:4356 / 4361
页数:6
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