Performance Prescribed Cooperative Guidance Against Maneuvering Target Under Malicious Attacks

IF 8.6 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2024-09-30 DOI:10.1109/TSMC.2024.3461816
Guofei Li;Qilin Zhong;Zongyu Zuo;Yunjie Wu;Jinhu Lü
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Abstract

This article investigates the problem of cooperative guidance against maneuvering target under malicious attacks. In consideration of the false-data injection attacks (FDIAs), a reputation-based cooperative guidance law with fault tolerance is proposed to drive multiflight vehicles to reach a maneuvering target simultaneously. A novel prescribed performance function (PPF) with predefined-time convergence is presented by taking into account the limitation of available capacity. By incorporating the reputation system based on confidence factors and trust factors, which are leveraged to identify the attacked communication links or vehicle members, the fault-tolerant behavior can be achieved to resist the effects resulted from the FDIAs. The effectiveness of the reputation-based fault-tolerant cooperative guidance method is verified by numerical simulation.
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针对恶意攻击下机动目标的性能指标合作制导
本文研究了在恶意攻击下针对机动目标的协同制导问题。考虑到虚假数据注入攻击(FDIAs),提出了一种基于信誉的协同制导容错法则,以驱动多飞行器同时到达机动目标。考虑到可用容量的限制,提出了一种具有预定时间收敛性的新型规定性能函数(PPF)。利用基于置信度和信任度的信誉系统来识别受攻击的通信链路或飞行器成员,可以实现容错行为,从而抵御 FDIAs 带来的影响。通过数值模拟验证了基于信誉的容错协同制导方法的有效性。
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来源期刊
IEEE Transactions on Systems Man Cybernetics-Systems
IEEE Transactions on Systems Man Cybernetics-Systems AUTOMATION & CONTROL SYSTEMS-COMPUTER SCIENCE, CYBERNETICS
CiteScore
18.50
自引率
11.50%
发文量
812
审稿时长
6 months
期刊介绍: The IEEE Transactions on Systems, Man, and Cybernetics: Systems encompasses the fields of systems engineering, covering issue formulation, analysis, and modeling throughout the systems engineering lifecycle phases. It addresses decision-making, issue interpretation, systems management, processes, and various methods such as optimization, modeling, and simulation in the development and deployment of large systems.
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