Dynamic-memory event-based asynchronous dissipative filtering for T-S fuzzy singular semi-Markov jump systems against multi-cyber attacks

被引:15
作者
Zhu, Laixiang [1 ]
Wang, Yanqian [1 ]
Zhuang, Guangming [2 ]
Song, Gongfei [3 ]
机构
[1] Qingdao Univ Technol, Sch Informat & Control Engn, Qingdao 266520, Shandong, Peoples R China
[2] Liaocheng Univ, Sch Math Sci, Liaocheng 252059, Shandong, Peoples R China
[3] Nanjing Univ Informat Sci & Technol, Sch Automat, Nanjing 210044, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Asynchronousdissipativefilter; T-Sfuzzysingularsemi-Markovjump; systems; Dynamic-memoryevent-triggered; transmissionscheme; MultiplecyberattacksModel; HiddenMarkovmodels;
D O I
10.1016/j.amc.2022.127352
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The paper addresses the asynchronous dissipative filter design for a class of Takagi-Sugeno (T-S) fuzzy singular semi-Markov jump systems (SSMJSs) with a dynamic-memory event -triggered (DMET) transmission scheme under multiple cyber attacks. Firstly, a dynamic -memory event-triggered scheme is introduced to improve transient performance and re-duce communication burden. Meanwhile, a multiple cyber attack model considering both DoS attacks and deception attacks is constructed. Moreover, a hidden Markov model (HMM) based on the asynchronous phenomenon between the original system and the fil-ter is established. By constructing an asynchronous dissipative filter based on HMM, the filtering error systems are transformed into SSMJSs with partially known conditional prob-ability. Criteria of exponentially admissible and dissipative for the filtering error systems are presented concerning a set of linear matrix inequalities (LMIs). Then, based on the LMI technique, the design of the asynchronous dissipative filter and the dynamic-memory event-triggered scheme are given in a unified way. Lastly, a numerical example and a tun-nel diode circuit system are given to verify the effectiveness of the theoretical results.(c) 2022 Elsevier Inc. All rights reserved.
引用
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页数:30
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