Event-Triggered Multiple Leaders Formation Tracking for Networked Swarm System With Resilience to Noncooperative Nodes.

IF 9.4 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Yishi Liu,Xiwang Dong,Enrico Zio,Ying Cui
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引用次数: 0

Abstract

In practical applications, not all nodes in networked swarm systems are cooperative. The noncooperative nodes are transformed from healthy ones because of cyber-attacks launched by malicious adversaries, hardware faults caused by low reliability individuals, or communication delay. In this article, an approximate fault detection method using residual threshold is shown to judge which agent is cooperative or not, and to reconstruct the communication topology. Then, the event-triggered technique is utilized to design the multileaders formation tracking protocol with resilience to noncooperative nodes. The Zeno behavior is considered to constrain the trigger condition. Finally, the comparison simulation results show the effectiveness and advantage for the proposed secure control method.
具有非合作节点弹性的网络群系统事件触发多leader编队跟踪。
在实际应用中,网络群系统中并非所有节点都具有协作性。由于恶意攻击者的网络攻击、低可靠性个体造成的硬件故障或通信延迟,非合作节点由健康节点转变为非合作节点。本文提出了一种基于残差阈值的近似故障检测方法来判断智能体是否合作,并重构通信拓扑结构。然后,利用事件触发技术设计了具有非合作节点弹性的多leader编队跟踪协议。考虑了芝诺行为来约束触发条件。最后,对比仿真结果表明了所提出的安全控制方法的有效性和优越性。
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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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