Resilient Consensus Control for Multiple UAVs With Input Saturation Under DoS Attacks

IF 10.5 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Cybernetics Pub Date : 2025-01-24 DOI:10.1109/TCYB.2024.3523965
Haichuan Yang;Ziquan Yu;Minrui Fu;Youmin Zhang
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Abstract

In this article, a resilient consensus control method is proposed for nonlinear multiple unmanned aerial vehicles (UAVs) with input saturation and Denial of Service (DoS) attacks. First, an input saturation constraint based on the UAV dynamic model is investigated in this article, and an adaptive compensating term is developed to handle the input saturation. The DoS attacks considered in this article can interrupt all the communication transmissions of the attacked UAV from neighbors so that the victim is not able to receive any information from neighboring UAVs during DoS attacks. To deal with such a difficult problem, a fixed-time security constraint estimator (FTSCE) is proposed to ensure the stability and security of UAVs during the DoS attacks. Moreover, the unknown state is estimated to reduce the amount of the transferred information. Based on the proposed FTSCE, the relative position and velocity of UAV states are used to design the resilient consensus controller against the DoS attacks. By using the proposed controller, the system stability can be guaranteed according to the Lyapunov stability analysis. Finally, the numerical simulation is conducted to verify the effectiveness of the proposed resilient consensus control method.
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DoS攻击下输入饱和多无人机的弹性共识控制
针对具有输入饱和和拒绝服务攻击的非线性多架无人机,提出了一种弹性共识控制方法。首先,研究了基于无人机动力学模型的输入饱和约束,提出了一种自适应补偿项来处理输入饱和。本文考虑的DoS攻击可以中断被攻击无人机与邻居之间的所有通信传输,使受害者在DoS攻击期间无法接收到来自邻居无人机的任何信息。为了解决这一难题,提出了一种固定时间安全约束估计(FTSCE),以保证无人机在DoS攻击下的稳定性和安全性。此外,对未知状态进行估计,减少了传递信息的量。在此基础上,利用无人机状态的相对位置和相对速度,设计了针对DoS攻击的弹性共识控制器。根据李雅普诺夫稳定性分析,采用该控制器可以保证系统的稳定性。最后,通过数值仿真验证了所提出的弹性一致控制方法的有效性。
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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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