Fully-distributed Consensus Control of Multi-agent Systems Under Stochastic Hybrid Attacks on a Directed Graph

IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Control Automation and Systems Pub Date : 2024-07-02 DOI:10.1007/s12555-023-0769-9
Muhammad Mamoon, Ghulam Mustafa, Naeem Iqbal, Muhammad Rehan
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Abstract

This study presents a consensus control method for generic linear multi-agent systems (MASs) subject to stochastic deception attacks on actuators and random denial of service (DoS) attacks over communication channels. In this case, the MASs are communicating over a compromised network where the attackers are performing random DoS attacks and injecting data into the control inputs. A fully-distributed robust-adaptive consensus protocol is designed for both types of stochastic cyber-attacks by taking into account the immediate partial information per node rather than global information and by accounting for the signals added by adversaries. To the best of the authors’ knowledge, a fully-distributed consensus control approach with adaptive gains (without requiring any global knowledge for the design) under hybrid cyber-attacks of stochastic nature over a directed graph has been addressed for the first time. Finally, simulation results are presented to further illustrate the theoretical results’ effectiveness.

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有向图上随机混合攻击下的多代理系统全分布式共识控制
本研究提出了一种针对通用线性多代理系统(MAS)的共识控制方法,该方法会受到对执行器的随机欺骗攻击和通信信道上的随机拒绝服务(DoS)攻击。在这种情况下,MAS 通过被破坏的网络进行通信,攻击者在网络上实施随机 DoS 攻击,并向控制输入注入数据。针对这两种类型的随机网络攻击,我们设计了一种全分布式鲁棒自适应共识协议,该协议考虑了每个节点的即时部分信息而非全局信息,并考虑了对手添加的信号。据作者所知,在有向图上的随机性混合网络攻击下,首次解决了具有自适应增益(设计时不需要任何全局知识)的全分布式共识控制方法。最后,介绍了仿真结果,以进一步说明理论结果的有效性。
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来源期刊
International Journal of Control Automation and Systems
International Journal of Control Automation and Systems 工程技术-自动化与控制系统
CiteScore
5.80
自引率
21.90%
发文量
343
审稿时长
8.7 months
期刊介绍: International Journal of Control, Automation and Systems is a joint publication of the Institute of Control, Robotics and Systems (ICROS) and the Korean Institute of Electrical Engineers (KIEE). The journal covers three closly-related research areas including control, automation, and systems. The technical areas include Control Theory Control Applications Robotics and Automation Intelligent and Information Systems The Journal addresses research areas focused on control, automation, and systems in electrical, mechanical, aerospace, chemical, and industrial engineering in order to create a strong synergy effect throughout the interdisciplinary research areas.
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