Fuzzy functional observer-based sliding mode control for T-S fuzzy cyber-physical systems subject to disturbances and deception attacks

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Baopeng Zhu, Wei Xiong, Shihua Li, Lei Guo, Xisong Chen
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引用次数: 0

Abstract

This paper is concerned with the fuzzy functional observer-based sliding mode control for T-S fuzzy cyber-physical systems subject to disturbances and deception attacks. First, the deception attack is modeled by an exogenous system with state dependent nonlinearity. Second, a fuzzy learning functional observer with fuzzy logic systems learning unknown nonlinear function, whose parameters can be directly found, is designed to estimate the partly unavailable states, deception attacks and lumped disturbances simultaneously. Then, a fuzzy sliding mode control is designed to compensate the effect of deception attack and reject the disturbances. Furthermore, some sufficient conditions are given to guarantee that the closed-loop fuzzy system is exponential convergent. Finally, a numerical example is given to illustrate the validity of the proposed method.

Abstract Image

受干扰和欺骗攻击的 T-S 模糊网络物理系统的基于模糊功能观测器的滑模控制
本文关注的是受干扰和欺骗攻击影响的 T-S 模糊网络物理系统的基于模糊函数观测器的滑模控制。首先,欺骗攻击由具有状态相关非线性的外生系统建模。其次,设计了一个具有模糊逻辑系统学习未知非线性函数(其参数可以直接找到)的模糊学习功能观测器,以同时估计部分不可用状态、欺骗攻击和叠加干扰。然后,设计了一种模糊滑模控制来补偿欺骗攻击的影响和拒绝干扰。此外,还给出了保证闭环模糊系统指数收敛的一些充分条件。最后,给出了一个数值示例来说明所提方法的有效性。
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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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