基于事件的有限时间 $$H_\infty $$ 网络控制系统安全控制与欺骗攻击

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Fuzzy Systems Pub Date : 2024-09-19 DOI:10.1007/s40815-024-01810-3
Sitong Shang, Linchuang Zhang, Yingnan Pan
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摘要

本文研究了欺骗攻击下基于动态自适应事件触发机制(DAETM)的区间型-2模糊网络控制系统(NCS)的有限时间(H_\infty \)安全控制问题。首先,提出了一种 DAETM 来保护 NCS 的网络资源。与现有的 DAETM 相比,拟议 DAETM 的阈值是根据触发误差的平均值确定的。这种方法在保持系统控制性能和节省网络通信带宽负担方面具有更大的适应性和灵活性。然后,通过构建适当的 Lyapunov 函数,闭环系统是有限时间有界的,并满足所需的\(H_\infty \)性能。此外,还证明了有限时间模糊控制器存在的充分条件。最后,提供了一个仿真实例来证明所提出的设计方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Event-Based Finite-Time $$H_\infty $$ Security Control for Networked Control Systems with Deception Attacks

This paper studies the finite-time \(H_\infty \) security control problem based on a dynamic adaptive event-triggered mechanism (DAETM) for interval type-2 fuzzy networked control systems (NCSs) under deception attacks. Firstly, a DAETM is proposed to conserve network resources of NCSs. In contrast to existing DAETMs, the threshold of the proposed DAETM is determined founded on the average of the triggering error. This approach provides greater adaptability and flexibility in maintaining system control performance and conserving network communication bandwidth burden. Then, the closed-loop system is finite-time bounded and fulfills the desired \(H_\infty \) performance through constructing an appropriate Lyapunov function. Furthermore, the sufficient conditions for the existence of the finite-time \( H_\infty \) fuzzy controller are proved. Finally, a simulation example is provided to demonstrate the effectiveness of the proposed design approach.

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来源期刊
International Journal of Fuzzy Systems
International Journal of Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
7.80
自引率
9.30%
发文量
188
审稿时长
16 months
期刊介绍: The International Journal of Fuzzy Systems (IJFS) is an official journal of Taiwan Fuzzy Systems Association (TFSA) and is published semi-quarterly. IJFS will consider high quality papers that deal with the theory, design, and application of fuzzy systems, soft computing systems, grey systems, and extension theory systems ranging from hardware to software. Survey and expository submissions are also welcome.
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