控制理论(社会学)
欺骗
计算机科学
椭圆
Lyapunov稳定性
模糊逻辑
模糊控制系统
数学
控制(管理)
人工智能
法学
几何学
政治学
作者
Xiaoming Tang,Xi Su,Kun Zhao,Hongchun Qu,Linqin Cai
标识
DOI:10.1109/tfuzz.2024.3358352
摘要
This paper investigates the decay aggregation efficient output feedback model predictive control (DAEOFMPC) problem for networked interval type-2 Takagi-Sugeno (IT2 T-S) fuzzy systems with the adaptive event-triggered (AET) mechanism and deception attack. First of all, this paper employs the AET mechanism to save more communication resources in the networked control system (NCS), considers the impact of deception attacks on the control performance of the extended state system, and introduces a Bernoulli random variable to represent the occurrence of deception attack events. Followed by two sufficient conditions to deal with the gain matrix of the state observer and the estimation error. Then, the decay aggregation strategy is used, and after offline designing an ellipse as large as possible in the direction of the short axis of the projection ellipse of the original elliptic invariant set so that the two ellipses intersect each other, the additional perturbation variables are online optimized, and convex combinations are performed, which reduces the online computational burden and enlarges the initial feasible region. Finally, according to Lyapunov stability theory, the stability of the augmented closed-loop system under deception attacks is guaranteed and satisfies input constraints. By using the CSTR simulation example, the feasibility and validity of the proposed method in this paper are verified.
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