Affine Transformed IT2 Fuzzy Event-Triggered Control Under Deception Attacks

被引:65
|
作者
Han, Seungyong [1 ]
Kommuri, Suneel Kumar [2 ]
Lee, Sangmoon [1 ]
机构
[1] Kyungpook Natl Univ, Sch Elect Engn, Daegu 41566, South Korea
[2] Xian Jiaotong Liverpool Univ, Dept Elect & Elect Engn, Suzhou 215123, Peoples R China
基金
新加坡国家研究基金会;
关键词
Fuzzy systems; Nonlinear systems; Adaptive control; Symmetric matrices; Actuators; Affine transformed interval type-2 (IT2) Takagi– Sugeno (T– S) fuzzy systems; cyber– physical systems (CPSs); deception attacks; event-triggered control (ETC); linear matrix inequalities (LMIs); CYBER-PHYSICAL SYSTEMS; LOGIC SYSTEMS; CRITERIA; DESIGN;
D O I
10.1109/TFUZZ.2020.2999779
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Stabilization of type-2 fuzzy system in the presence of cyber attacks is investigated in this article. For a practical application, a class of nonlinear system can be represented by an interval type-2 fuzzy system through a set of membership functions. Unlike existing schemes, 1) affine membership functions are considered in the controller design; moreover, 2) a robust adaptive event-triggered control is proposed to avoid the unwanted triggering events, which makes the proposed scheme more reliable and relaxes the conservativeness of stability analysis.In the numerical simulation, the mass-spring-damper system and the tracking control system are considered to illustrate the robustness and effectiveness of the proposed approach.
引用
收藏
页码:322 / 335
页数:14
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