Finite-Time H∞ Filtering for State-Dependent Uncertain Systems With Event-Triggered Mechanism and Multiple Attacks

被引:105
作者
Liu, Jinliang [1 ,2 ]
Yang, Meng [1 ]
Xie, Xiangpeng [3 ]
Peng, Chen [4 ]
Yan, Huaicheng [5 ]
机构
[1] Nanjing Univ Finance & Econ, Coll Informat Engn, Nanjing 210023, Peoples R China
[2] Qingdao Univ Sci & Technol, Coll Automat Elect Engn, Qingdao 266061, Peoples R China
[3] Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210023, Peoples R China
[4] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200072, Peoples R China
[5] East China Univ Sci & Technol, Minist Educ, Key Lab Adv Control & Optimizat Chem Proc, Shanghai 200237, Peoples R China
基金
中国国家自然科学基金;
关键词
Finite-time boundedness; state-dependent uncertain system; event-triggered mechanism; multiple attacks; electronic circuits; NONLINEAR-SYSTEMS; NEURAL-NETWORKS; ROBUST; DELAY; DESIGN;
D O I
10.1109/TCSI.2019.2949014
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper is concerned with finite-time filtering problem for networked state-dependent uncertain systems with event-triggered mechanism and multiple attacks, which consists of deception attacks, denial-of-service (DoS) attacks and replay attacks. A novel multiple attacks model is firstly proposed for state-dependant uncertain systems with consideration of the randomly occurring replay attacks, DoS attacks and deception attacks in a unified framework. In order to save the limited resource, an event-triggered mechanism is used to ease the communication burden in real communication environment. Then, by using Lyapunov-Krasocskii stability theory and linear matrix inequality techniques, sufficient conditions guaranteeing the exponentially mean-square finite-time boundedness of filtering error systems are obtained. Moreover, the explicit expression is derived for the parameters of the desired finite-time filter. Finally, two illustrative examples are employed to demonstrate the validity and applicability of the proposed theoretical approach in electronic circuits.
引用
收藏
页码:1021 / 1034
页数:14
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