虚假数据注入攻击下基于切线屏障 Lyapunov 函数的 CPS 事件触发自适应控制

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Baoling Miao, Qiang Zeng, Lei Liu
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引用次数: 0

摘要

本文针对一类具有未知虚假数据注入攻击(FDIA)和状态约束的连续时间线性网络物理系统(CPS),提出了一种自适应事件触发控制方案。首先,在两步反步进控制中引入了自适应边界估计机制和 Nussbaum 型函数,成功降低了未知攻击增益的影响。其次,考虑到 Nussbaum 函数会引起系统状态的颤振问题,采用切向壁垒 Lyapunov 函数(TBLF)对状态进行约束。然后,结合事件触发机制(ETM)设计控制器,以节省通信资源。基于所设计的自适应事件触发安全控制方法,可以保证闭环系统的所有信号都是有界的,并且不会违反状态约束。最后,仿真结果验证了所提控制策略的有效性和合理性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Tangent barrier Lyapunov function based adaptive event-triggered control for CPS under false data injection attacks

Tangent barrier Lyapunov function based adaptive event-triggered control for CPS under false data injection attacks

In this paper, an adaptive event-triggered control scheme is proposed for a class of continuous-time linear cyber-physical systems (CPSs) with unknown false data injection attacks (FDIA) and state constraints. First, the adaptive boundary estimation mechanism and Nussbaum-type function are introduced into the two-step backstepping control, which successfully reduces the impact of unknown attack gain. Second, considering that the Nussbaum function causes the chattering problem of the system state, the Tangent Barrier Lyapunov function (TBLF) is used to constrain the state. Then, the controller is designed in combination with the event-triggered mechanism (ETM), which saves communication resources. Based on the designed adaptive event-triggered security control method, all signals of the closed-loop system can be guaranteed to be bounded, and the state constraints are not violated. Finally, the simulation results verify the effectiveness and rationality of the proposed control strategy.

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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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