不确定非线性网络物理系统抗多重攻击的采样数据驱动事件触发安全控制

IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Robust and Nonlinear Control Pub Date : 2024-10-08 DOI:10.1002/rnc.7646
Zhiyu Duan, Airong Wei, Xianfu Zhang, Bo Sun
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引用次数: 0

摘要

研究了一类不确定非线性网络物理系统在欺骗攻击和重放攻击等多重攻击下的采样数据驱动事件触发安全控制问题。与现有研究相比,所研究的系统考虑了实际情况中可能出现的不确定性和耦合。值得注意的是,欺骗攻击阻碍了增益设计方法在控制设计中的应用。为了解决这个问题,提出了一种巧妙的状态转换,将所考虑的系统转换为辅助系统。在此基础上,采用增益设计方法设计了一种新的采样数据驱动攻击补偿方案,并在该方案中引入事件触发机制来取消不必要的控制更新,成功地保证了状态收敛,同时抵抗了多重攻击的影响。特别地,设计的控制方案不仅有效地利用了数据,而且通过判断采样点的触发条件自动避免了芝诺行为。最后,通过两个仿真算例验证了结果的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Sampled-data-driven event-triggered secure control of uncertain nonlinear cyber-physical systems against multiple attacks

In this paper, the sampled-data-driven event-triggered secure control is discussed for a class of uncertain nonlinear cyber-physical systems under multiple attacks containing deception attacks and replay attacks. Compared with exisiting research, the studied systems take into account the uncertainty and coupling that may occur in practical situations. Notably, deception attacks impede the application of a gain design approach in control design. To address this issue, an artful state transformation is presented to convert the considered system into an auxiliary system. Based on this, a novel sampled-data-driven attack compensation scheme is devised via the gain design approach, and an event-triggered mechanism is further introduced into the scheme to cancel needless control updates, which successfully ensures state convergence meanwhile resisting the impact of multiple attacks. Particularly, the designed control scheme not only utilizes data efficiently but also avoids Zeno behaviour automatically by judging triggering conditions in sampled points. Finally, the validity of the results is verified through two simulation examples.

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来源期刊
International Journal of Robust and Nonlinear Control
International Journal of Robust and Nonlinear Control 工程技术-工程:电子与电气
CiteScore
6.70
自引率
20.50%
发文量
505
审稿时长
2.7 months
期刊介绍: Papers that do not include an element of robust or nonlinear control and estimation theory will not be considered by the journal, and all papers will be expected to include significant novel content. The focus of the journal is on model based control design approaches rather than heuristic or rule based methods. Papers on neural networks will have to be of exceptional novelty to be considered for the journal.
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