链路攻击下马尔可夫跃迁复杂动态网络的鲁棒同步:依赖延迟的动态事件触发控制方法

IF 3.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Journal of The Franklin Institute-engineering and Applied Mathematics Pub Date : 2024-09-03 DOI:10.1016/j.jfranklin.2024.107251
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引用次数: 0

摘要

本文研究了受链路攻击的马尔可夫跃迁复杂动态网络(MJCDN)的同步问题。考虑到有限的网络资源和时变延迟约束,本文提出了一种扩展的动态事件触发(DET)控制方法。所提出的方法增强了 DET 机制的鲁棒性和资源节约能力,并避免了 Zeno 现象。它为 MJCDN 提供了对外部干扰的缓冲能力。此外,本文还引入了一种基于模型的稳健策略,以应对网络攻击者向节点间链路信道注入虚假数据的情况。这种方法降低了处理受到链路攻击的 MJCDN 的复杂性。通过利用网络拓扑和 Lyapunov 函数,得出了在链路攻击下实现 MJCDN 稳健同步的标准。最后,介绍了包括 Chua 电路在内的仿真实例,以验证结果的有效性和优越性。
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Robust synchronization of Markovian jump complex dynamical networks under link attacks: Delay-dependent dynamic event-triggered control approach

This paper investigates the synchronization problem for Markovian jump complex dynamical networks (MJCDNs) subject to link attacks. An extended dynamic event-triggered (DET) control is proposed that takes into account limited network resources and time-varying delay constraints. The proposed method enhances the robustness and resource-saving ability of the DET mechanism, and avoids the Zeno phenomenon. It provides MJCDNs to have a buffering ability for external interference. Additionally, this paper introduces a robust model-based strategy to address scenarios where network attackers inject false data into the link channels between nodes. This approach reduces the complexity of processing MJCDNs subject to link attacks. By leveraging network topology and Lyapunov functions, the criteria are derived to achieve robust synchronization of MJCDNs under link attacks. Finally, simulation examples including Chua’s circuit are presented to verify the validity and superiority of the results.

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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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