Resilient Adaptive Secure Control for MIMO Switched CPSs Under Unknown Deception Attacks

IF 6.9 2区 计算机科学 Q1 TELECOMMUNICATIONS
Ning Xu;Yuhang Wu;Guangdeng Zong;Ben Niu;Xudong Zhao
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引用次数: 0

Abstract

This paper investigates the control problem of multi-input multi-output (MIMO) switched cyber-physical systems (CPSs) subject to unknown sensor and actuator deception attacks. First, due to the presence of unknown deception attacks, the system states become compromised, preventing sensors from obtaining accurate state variables for feedback. To solve this problem, a novel coordinate transformation and attack compensator are designed using the compromised variables. Furthermore, radial basis function neural networks (RBF NNs) and dynamic surface control (DSC) techniques are integrated to mitigate actuator deception attacks. Considering limited communication resources, a two-bit-triggered (TBT) mechanism is proposed to further save communication resources. Under an arbitrary switching rule and the proposed control scheme, it is guaranteed that all signals in the closed-loop system are uniformly ultimately bounded, and the stability error converges to a small neighborhood of the origin. Finally, the effectiveness of the proposed scheme is demonstrated through a simulation example.
未知欺骗攻击下MIMO交换cps的弹性自适应安全控制
研究了多输入多输出(MIMO)交换网络物理系统(cps)在未知传感器和执行器欺骗攻击下的控制问题。首先,由于未知欺骗攻击的存在,系统状态受到损害,阻止传感器获得准确的状态变量进行反馈。为了解决这一问题,利用妥协变量设计了一种新的坐标变换和攻击补偿器。此外,径向基函数神经网络(RBF)和动态表面控制(DSC)技术相结合,以减轻执行器欺骗攻击。考虑到有限的通信资源,提出了一种2位触发(TBT)机制来进一步节约通信资源。在任意切换规则和所提出的控制方案下,保证了闭环系统中所有信号最终一致有界,稳定误差收敛到原点的一个小邻域。最后,通过仿真算例验证了所提方案的有效性。
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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
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