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基于模糊状态观测器的事件触发自适应有限时间控制在欺骗攻击下的非线性信息物理系统中的应用

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

作者信息

Chen Wen-Di, Niu Ben, Zhao Xu-Dong, Wang Xiao-Mei, Yang Xin-Song

出版信息

IEEE Trans Cybern. 2024 Nov;54(11):6619-6629. doi: 10.1109/TCYB.2024.3416751. Epub 2024 Oct 30.

DOI:10.1109/TCYB.2024.3416751
PMID:38990743
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.

摘要

本文针对一类在恶意欺骗攻击下的非线性信息物理系统(CPS),提出了一种使用模糊状态观测器的新型事件触发自适应有限时间控制策略,该策略具有更一般的形式。与现有结果中关于欺骗攻击的传统假设相比,本文给出了关于欺骗攻击的更一般假设。在设计过程中,首先通过开发一种改进的状态观测器来估计实际系统状态,有效解决了状态不可用的问题。然后,提出一种考虑观测器估计状态的坐标变换技术,以稳定所研究的系统。通过构造无奇点的有限时间虚拟控制,巧妙地避免了传统有限时间设计算法中的奇异性问题。此外,为了最小化通信开销,采用相对阈值事件触发方案建立了最终的有限时间控制器。所开发的事件触发自适应有限时间控制策略保证了闭环系统中的所有信号在有限时间内半全局有界且无芝诺行为。最后,通过两个仿真结果验证了所提出控制策略的正确性。

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