基于模糊状态观测器的事件触发自适应有限时间控制用于遭受欺骗攻击的非线性信息物理系统

Event-Triggered Adaptive Finite-Time Control Using a Fuzzy State Observer for Nonlinear Cyber-Physical Systems Under Deception Attacks

IEEE Transactions on Cybernetics · 2024
被引 17
ABS 3

中文导读

针对一类遭受欺骗攻击的非线性信息物理系统,提出了一种基于模糊状态观测器的事件触发自适应有限时间控制策略,解决了状态不可用和传统有限时间控制中的奇异性问题,并降低了通信负担。

Abstract

This article presents a new event-triggered adaptive finite-time control strategy using a fuzzy state observer for a class of nonlinear cyber-physical systems (CPSs) under malicious deception attacks with a more general form. Compared with the traditional assumptions on the deception attacks in the existing results, a more general assumption on deception attacks is given in this article. During the design process, real system states are initially estimated by developing an improved state observer, which effectively addresses the problem of state unavailability. Then, a coordinate transformation technology, in which the estimated states of observer are considered, is presented to stabilize the studied system. By constructing the singularity-free finite time virtual controls, the singularity problem in the traditional finite time design algorithms is cleverly avoided. Furthermore, to minimize communication overhead, a final finite-time controller is established by using a relative threshold event-triggered scheme. The developed event-triggered adaptive finite-time control strategy guarantees that all signals in the closed-loop system are semi-globally bounded in finite time without Zeno behavior. Finally, the correctness of the proposed control strategy is validated through two simulation results.

信息物理系统非线性系统自适应控制事件触发控制欺骗攻击