Asynchronous Finite-Time Exponential Dissipative Filtering for Stochastic Fuzzy Markov Jump Systems Against Deception Attacks Based on Event-Triggered Scheme

被引:0
|
作者
Zhao, Yong [1 ]
Luo, Jiaxin [1 ]
Zhang, Weihai [2 ]
Lin, Xiangyun [1 ]
机构
[1] Shandong Univ Sci & Technol, Coll Math & Syst Sci, Qingdao 266590, Peoples R China
[2] Shandong Univ Sci & Technol, Coll Elect Engn & Automation, Qingdao 266590, Peoples R China
基金
中国国家自然科学基金;
关键词
Fuzzy Markov jump systems; Event-triggered mechanism; Hidden Markov model; Multiplicative noise; Deception attacks; Finite-time exponential dissipativity; DELAY; STABILIZATION;
D O I
10.1007/s40815-023-01631-w
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 note aims to investigate finite-time exponential dissipative (FTED) filtering for stochastic fuzzy Markov jump systems (MJSs) subject to multiplicative noise and deception attacks. A mode-dependent event-triggered mechanism (ETM) is adopted to mitigate the pressure of network transmission, and cyber attacks are characterized in the communication channel. Besides, a hidden Markov model(HMM) is employed to describe that the system modes and filter modes are not synchronized. According to ETM and HMM, a hidden networked filtering error system model with network-induced delay and stochastic deception attacks is established. Sufficient conditions of finite-time stochastic boundedness (FTSB) are then provided for the resulting filtering error system. Furthermore, under randomly occurring deception attacks, mode-dependent event-triggered matrices and asynchronous fuzzy filter gains are co-designed, which guarantee that the filtering error system is FTSB as well as FTED. Finally, an example is presented to verify the effectiveness of obtained results.
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页码:735 / 752
页数:18
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