拒绝服务攻击下具有未知输入的非线性描述符多代理系统的分布式安全控制

IF 9.4 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Cybernetics Pub Date : 2024-11-18 DOI:10.1109/TCYB.2024.3486562
Tianbiao Shi;Fanglai Zhu
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引用次数: 0

摘要

本文研究了一类输入未知的Lipschitz非线性描述子多智能体系统在拒绝服务攻击下的安全控制问题。为了解决状态方程和输出方程中存在的未知状态变量和外部干扰,为每个跟随体开发了一个局部未知输入观测器(UIO)。该UIO能够通过区间观测器同时估计系统状态、测量噪声和未知输入。关于DoS攻击,我们考虑两种类型:那些保持连接的攻击和那些通过破坏信息通信拓扑结构使其瘫痪的攻击。利用所提出的UIO,设计了分布式补偿控制器,实现了DoS攻击下leader-follow MASs的渐近共识。此外,考虑切换系统,对闭环系统进行了全面的稳定性分析。最后,通过两个仿真实例验证了所提出的基于用户界面的分布式安全控制方案的有效性。
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Distributed Secure Control for Nonlinear Descriptor Multiagent Systems With Unknown Inputs Under Denial-of-Service Attacks
This article investigates the secure control problem for a class of Lipschitz nonlinear descriptor multiagent systems (MASs) with unknown inputs under Denial-of-Service (DoS) attacks. In order to address the presence of unknown state variables and external disturbances in both the state and output equations, a local unknown input observer (UIO) is developed for each follower agent. The proposed UIO is capable of simultaneously estimating the system state, measurement noise and unknown inputs through an interval observer. With regards to DoS attacks, we consider two types: those that maintain connectivity and those that paralyze it by disrupting the structure of the information communication topology graph. By utilizing the proposed UIO, a distributed compensation controller is designed to achieve asymptotic consensus for leader-following MASs under DoS attacks. Additionally, a comprehensive stability analysis of the closed-loop system is provided, taking into account switching systems. Finally, two simulation examples are presented to validate the effectiveness of the proposed UIO-based distributed secure control scheme.
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来源期刊
IEEE Transactions on Cybernetics
IEEE Transactions on Cybernetics COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, CYBERNETICS
CiteScore
25.40
自引率
11.00%
发文量
1869
期刊介绍: The scope of the IEEE Transactions on Cybernetics includes computational approaches to the field of cybernetics. Specifically, the transactions welcomes papers on communication and control across machines or machine, human, and organizations. The scope includes such areas as computational intelligence, computer vision, neural networks, genetic algorithms, machine learning, fuzzy systems, cognitive systems, decision making, and robotics, to the extent that they contribute to the theme of cybernetics or demonstrate an application of cybernetics principles.
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