脉冲攻击下Markov跳跃非线性多智能体系统的Leader跟随一致性

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2023-08-20 DOI:10.15388/namc.2023.28.33003
Xia Zhou, Chunya Huang, Ping Li, Zhongjun Ma, Jinde Cao
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引用次数: 1

摘要

研究了非线性马尔可夫跳跃多智能体系统在欺骗攻击(DAs)和拒绝服务攻击(DoS)下的引导者-跟随一致性问题。引入伯努利随机变量来描述控制器是否注入了假数据,即系统是否受到DAs的影响。为了在系统遭受DoS攻击时保持多agent之间的连接,构建了连接恢复机制。采用脉冲控制策略,保证系统在DAs或DoS攻击下都能正常工作。基于图论、Lyapunov稳定性理论和脉冲理论,利用Lyapunov直接方法和随机分析方法,分别得到了DAs和DoS条件下马尔可夫跳变多智能体系统(MJMASs)一致的充分条件。最后,通过两个算例验证了所得结果的正确性和方法的有效性。
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Leader-following identical consensus for Markov jump nonlinear multi-agent systems subjected to attacks with impulse
The issue of leader-following identical consensus for nonlinear Markov jump multiagent systems (NMJMASs) under deception attacks (DAs) or denial-of-service (DoS) attacks is investigated in this paper. The Bernoulli random variable is introduced to describe whether the controller is injected with false data, that is, whether the systems are subjected to DAs. A connectivity recovery mechanism is constructed to maintain the connection among multi-agents when the systems are subjected to DoS attack. The impulsive control strategy is adopted to ensure that the systems can normally work under DAs or DoS attacks. Based on graph theory, Lyapunov stability theory, and impulsive theory, using the Lyapunov direct method and stochastic analysis method, the sufficient conditions of identical consensus for Markov jump multi-agent systems (MJMASs) under DAs or DoS are obtained, respectively. Finally, the correctness of the results and the effectiveness of the method are verified by two numerical examples.
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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