{"title":"Event-Triggered Multiple Leaders Formation Tracking for Networked Swarm System With Resilience to Noncooperative Nodes.","authors":"Yishi Liu,Xiwang Dong,Enrico Zio,Ying Cui","doi":"10.1109/tcyb.2025.3580666","DOIUrl":null,"url":null,"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.","PeriodicalId":13112,"journal":{"name":"IEEE Transactions on Cybernetics","volume":"689 1","pages":""},"PeriodicalIF":9.4000,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Cybernetics","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1109/tcyb.2025.3580666","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
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.
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.