Resilience PI controller design for mitigating weak denial-of-service attacks in cyber-physical systems

IF 1.7 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Hamid Reza Chavoshi, Ali Khoshlahjeh Sedgh, Hamid Khaloozadeh
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引用次数: 0

Abstract

Modern control systems integrate with information technologies through Networked Control Systems and Cyber-Physical Systems (CPS). Although these systems are beneficial, they raise security concerns for critical infrastructure. Cyberattacks on CPS communication channels, such as denial-of-service (DoS) attacks, can cause significant time delays and data loss, leading to poor system performance and instability. This article assumes weak DoS attack influences as an unknown delay. Then, system maximum resistance time against DoS attacks will be calculated according to the Lyapunov–Krasovskii theorem, and a conservative upper bound delay is included in the system model, which maintains system stability. With this assumption, Kharitonov's theorem-based robust Proportional-Integral (PI) controller is developed to mitigate DoS attacks. In addition, another Ziegler–Nichols tuned PI controller is presented to demonstrate that the proposed robust PI controller effectively reduces DoS attack impacts on CPSs. Finally, in a liquid-level networked control system, the efficacy of two PI controllers was evaluated. Results show that Kharitonov's theorem-based controller surpasses the Ziegler–Nichols method PI controller in mitigating the impact of DoS attacks on system behaviour, including maintaining system stability and keeping both transient response characteristics and setpoint tracking at desired values. Also, the proposed design strategy for reducing DoS attack effects is simple and less conservative than other robust control methods.

Abstract Image

弹性PI控制器设计用于减轻网络物理系统中的弱拒绝服务攻击
现代控制系统通过网络控制系统和网络物理系统(CPS)与信息技术相结合。尽管这些系统是有益的,但它们引起了对关键基础设施的安全担忧。针对CPS通信通道的网络攻击,如DoS (denial-of-service)攻击,会造成严重的时间延迟和数据丢失,导致系统性能下降和不稳定。本文假设弱DoS攻击影响为未知延迟。然后,根据Lyapunov-Krasovskii定理计算系统对DoS攻击的最大抵抗时间,并在系统模型中加入保守的上界延迟,保持系统的稳定性。基于此假设,开发了基于Kharitonov定理的鲁棒比例积分(PI)控制器来减轻DoS攻击。此外,提出了另一个Ziegler-Nichols调谐PI控制器,以证明所提出的鲁棒PI控制器有效地减少了DoS攻击对cps的影响。最后,在一个液位网络控制系统中,对两种PI控制器的有效性进行了评价。结果表明,Kharitonov基于定理的控制器在减轻DoS攻击对系统行为的影响方面优于Ziegler-Nichols方法PI控制器,包括保持系统稳定性和保持瞬态响应特性和设定值跟踪在期望值。此外,与其他鲁棒控制方法相比,所提出的减少DoS攻击效果的设计策略简单且保守性较低。
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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来源期刊
IET Cyber-Physical Systems: Theory and Applications
IET Cyber-Physical Systems: Theory and Applications Computer Science-Computer Networks and Communications
CiteScore
5.40
自引率
6.70%
发文量
17
审稿时长
19 weeks
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