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基于多智能体系统的一类存在通信延迟的网络物理系统在拒绝服务攻击下的分布式弹性控制

MAS-Based Distributed Resilient Control for a Class of Cyber-Physical Systems With Communication Delays Under DoS Attacks.

作者信息

Deng Chao, Wen Changyun

出版信息

IEEE Trans Cybern. 2021 May;51(5):2347-2358. doi: 10.1109/TCYB.2020.2972686. Epub 2021 Apr 15.

DOI:10.1109/TCYB.2020.2972686
PMID:32149704
Abstract

In this article, we investigate the distributed resilient control problem for a class of cyber-physical systems with communication delays under denial-of-service (DoS) attacks. In contrast to the previous DoS attacks results based on multiagent systems (MASs), a new distributed resilient control approach is proposed for more general heterogeneous linear MASs with nonuniform communication delays. Two types of sampled-based observers are, respectively, proposed. Namely, adaptive distributed observers are designed by introducing a buffer mechanism to eliminate the heterogeneous behavior caused by communication delays while adaptive distributed resilient observers are designed by introducing resilient mechanisms to resist the DoS attacks. Furthermore, a time-varying sampling period sequence is provided to prevent the attacker from identifying the sampling period of the system. Based on the developed resilient observers, a controller is developed. It is proved that the considered problem can be solved by the developed method. Finally, a numerical example is given to illustrate the effectiveness of the obtained result.

摘要

在本文中,我们研究了一类在拒绝服务(DoS)攻击下具有通信延迟的网络物理系统的分布式弹性控制问题。与先前基于多智能体系统(MAS)的DoS攻击结果不同,本文针对具有非均匀通信延迟的更一般异构线性MAS提出了一种新的分布式弹性控制方法。分别提出了两种基于采样的观测器。具体而言,通过引入缓冲机制来消除通信延迟引起的异构行为,设计了自适应分布式观测器;而通过引入弹性机制来抵御DoS攻击,设计了自适应分布式弹性观测器。此外,还提供了一个时变采样周期序列,以防止攻击者识别系统的采样周期。基于所开发的弹性观测器,设计了一个控制器。结果表明,所提出的方法能够解决所考虑的问题。最后,给出了一个数值例子来说明所得结果的有效性。

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