控制理论(社会学)
观察员(物理)
模糊控制系统
非线性系统
模糊逻辑
控制器(灌溉)
计算机科学
线性矩阵不等式
数学
数学优化
控制(管理)
人工智能
农学
量子力学
生物
物理
作者
Jinliang Liu,Enyu Gong,Lijuan Zha,Engang Tian,Xiangpeng Xie
出处
期刊:IEEE Transactions on Fuzzy Systems
[Institute of Electrical and Electronics Engineers]
日期:2023-04-26
卷期号:31 (11): 3853-3865
被引量:17
标识
DOI:10.1109/tfuzz.2023.3269786
摘要
This article is concerned with the observer-based security fuzzy control problem for a class of nonlinear networked systems with imperfectly matched membership functions (MFs) under weighted try-once-discard (WTOD) protocol. The nonlinear networked system is constructed based on interval type-2 Takagi–Sugeno model, which can properly handle parameter uncertainties via lower and upper MFs. To mitigate the communication load, WTOD protocol is exploited to schedule the transmission order of the signals, in which those signals may be subjected to randomly occurring deception attacks. The observer is constructed under immeasurable premise variables, and then the controller with imperfect matching MFs is designed according to the estimated states. Moreover, the observer-based controller is derived with Lyapunov stability theory such that the stochastic stability of the augmented closed-loop system with predefined disturbance attenuation performance can be guaranteed. Subsequently, sufficient conditions are provided for the desired observer and controller gain matrices based on linear matrix inequalities technique. Numerical simulation example demonstrates the validity of the proposed observer-based security fuzzy control design scheme.
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