Sawtooth-Characteristic-Based Resilient Control Design for Wireless Networked Control Systems Under Denial-of-Service Attacks

IF 6.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Automation Science and Engineering Pub Date : 2024-11-12 DOI:10.1109/TASE.2024.3492180
Ying Zhang;Xing-Chen Shangguan;Yong He;Chen-Guang Wei;Chuan-Ke Zhang
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Abstract

The resilient control design for wireless networked control systems (WNCSs) under Denial-of-Service (DoS) attacks is investigated based on the sampled-data theory in this study. Firstly, by employing a logic processor module in the control center, WNCSs under DoS attacks are modeled as aperiodic sampled-data systems (SDSs). This integrates the duration of DoS attacks into the sampling intervals, simplifying the controller design without the need for additional handling of DoS attacks. Then, a sawtooth-characteristic-based hierarchical integral inequality is presented to leverage the underused sampling sawtooth characteristic in existing studies in WNCSs under DoS attacks. Next, a high-order two-sided looped-functional caters for the proposed hierarchical integral inequality is constructed and the sawtooth-dependent free-weighting matrices are introduced into the constraint of system equation to further preserve the information of SDSs. These improvements of methodological promote a reduction in the conservatism of the stability criteria. Consequently, a resilient controller design scheme is presented based on the system substitution-based de-coupling method, resulting in a controller that exhibits enhanced counteraction against DoS attacks. The efficacy of this controller design scheme is demonstrated through a satellite control system and a load frequency control power system, showcasing the advantages of the resilient controller. Note to Practitioners—This research offers significant insights into enhancing the resilience of WNCSs against DoS attacks, which is a prevalent challenge in industrial network security. The developed solution is particularly beneficial in industries where maintaining uninterrupted control communications is critical, such as satellite systems and power systems that are vulnerable to malicious DoS attacks. The logic processor module provides a practical approach to dynamically monitor the strength and duration of DoS attacks. Based on this, the relevant system is re-modeled as an aperiodic SDS. This integration with the existing sampling theories ensures that the system makes good use of current technologies and facilitates the design of resilient controllers that can withstand DoS attacks. On the one hand, the application of this enhanced control design allows for a more robust system that maintains functionality under cyber attack conditions, thereby protecting critical operations and potentially reducing downtime and associated costs. On the other hand, this approach reduces the conservatism of controller design guidelines, allows for more efficient utilization of network resources, and improves system response. However, this approach relies heavily on the accuracy and timeliness of the logic processor’s response to DoS attacks. This may not be entirely reliable in environments with highly irregular or complex network threats.
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拒绝服务攻击下基于锯齿特征的无线网络控制系统弹性控制设计
基于采样数据理论,研究了无线网络控制系统在拒绝服务攻击下的弹性控制设计。首先,在控制中心采用逻辑处理器模块,将DoS攻击下的wncs建模为非周期采样数据系统(SDSs);这将DoS攻击的持续时间集成到采样间隔中,简化了控制器设计,而无需额外处理DoS攻击。然后,提出了一种基于锯齿特征的层次积分不等式,以利用DoS攻击下wncs中未充分利用的采样锯齿特征。其次,对所提出的层次积分不等式构造了一个高阶双面环泛函,并在系统方程的约束中引入锯齿相关的自由权矩阵,进一步保留了SDSs的信息。这些方法上的改进降低了稳定性标准的保守性。在此基础上,提出了一种基于系统替换解耦方法的弹性控制器设计方案,使控制器对DoS攻击具有更强的抵抗能力。通过卫星控制系统和负荷频率控制电力系统验证了该控制器设计方案的有效性,展示了弹性控制器的优点。从业人员注意:这项研究为增强wncs对DoS攻击的弹性提供了重要的见解,这是工业网络安全中普遍存在的挑战。开发的解决方案特别适用于保持不间断控制通信至关重要的行业,例如容易受到恶意DoS攻击的卫星系统和电力系统。逻辑处理器模块提供了一种实用的方法来动态监控DoS攻击的强度和持续时间。在此基础上,将相关系统重新建模为非周期SDS。这种与现有采样理论的结合保证了系统能很好地利用当前的技术,并有利于设计能够抵御DoS攻击的弹性控制器。一方面,这种增强型控制设计的应用允许一个更强大的系统在网络攻击条件下保持功能,从而保护关键操作,并可能减少停机时间和相关成本。另一方面,该方法降低了控制器设计准则的保守性,允许更有效地利用网络资源,提高系统响应。然而,这种方法在很大程度上依赖于逻辑处理器对DoS攻击响应的准确性和及时性。在具有高度不规则或复杂网络威胁的环境中,这可能不是完全可靠的。
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来源期刊
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering 工程技术-自动化与控制系统
CiteScore
12.50
自引率
14.30%
发文量
404
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Automation Science and Engineering (T-ASE) publishes fundamental papers on Automation, emphasizing scientific results that advance efficiency, quality, productivity, and reliability. T-ASE encourages interdisciplinary approaches from computer science, control systems, electrical engineering, mathematics, mechanical engineering, operations research, and other fields. T-ASE welcomes results relevant to industries such as agriculture, biotechnology, healthcare, home automation, maintenance, manufacturing, pharmaceuticals, retail, security, service, supply chains, and transportation. T-ASE addresses a research community willing to integrate knowledge across disciplines and industries. For this purpose, each paper includes a Note to Practitioners that summarizes how its results can be applied or how they might be extended to apply in practice.
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