针对执行器故障和拒绝服务攻击的网络物理系统全分布式安全共识控制

IF 6.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Yue Long;Ximing Yang;Tieshan Li;Hongjing Liang
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引用次数: 0

摘要

研究了网络物理系统在执行器故障和拒绝服务攻击下的协同控制问题,其中每个子系统都可以由一个代理建模,拒绝服务攻击被视为对代理间通信的攻击。具体地说,我们考虑了这样一种场景:在拒绝服务攻击之后,通信拓扑失去了连通性。针对上述问题,提出了一种全分布式安全控制策略。该策略结合了分布式观测器和基于观测器的容错一致性控制方法。其中,基于联合连接拓扑的思想,进一步放宽了领导者通信链路不可破坏和交换拓扑包含生成树的假设。此外,本文还具有以下特点:首先,所提出的方案消除了所有代理对领导者动态的先验知识的需要,使本工作所考虑的场景更具通用性和适用性。其次,本文提出的控制方法不依赖于任何全局拓扑信息,允许以完全分布式的方式实现。基于该方案,即使在拒绝服务攻击和执行器故障的情况下,也可以实现网络物理系统的共识问题。最后,通过仿真验证了所提方法的有效性。cps被认为是下一代制造业的核心技术,在自动驾驶系统、智能电网、智能制造等领域有着广泛的应用。cps的优势在于它们能够将物理过程与计算和通信技术紧密结合,从而实现高效和智能的系统操作。然而,在工程实践中,网络技术的应用在给cps带来极大便利和显著提高运营效率的同时,其开放性也使得cps容易受到网络攻击。此外,在长期运行过程中,cps不可避免地会面临故障问题,这可能会对系统性能产生负面影响,可能导致系统部分故障或稳定性下降。在此基础上,提出了一种基于分布式观测器和基于观测器的容错共识控制方法的全分布式安全共识控制策略。所提出的策略不要求所有代理事先知道领导者的动态信息,提供了更大的灵活性和适应性。更重要的是,进一步放宽了领导者通信链路不可破坏和交换拓扑包含生成树的假设。这使得该解决方案适用于更广泛的现实场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fully Distributed Secure Consensus Control for Cyber-Physical Systems Against Actuator Fault and Denial-of-Service Attack
The cooperative control problem for cyber-physical systems under actuator faults and denial-of-service attacks is investigated, where each subsystem can be modeled by an agent and denial-of-service attacks are viewed as attacks against the inter-agent communication. Specifically, a scenario is considered in which the communication topology loses connectivity following a denial-of-service attack. To address the above problem, a fully distributed secure control strategy is proposed. This strategy combines a distributed observer with an observer-based fault-tolerant consensus control method. Therein, the assumptions that the leader’s communication links are unbreakable and the switched topology contains a spanning tree are further relaxed based on the idea of a jointly connected topology. In addition, this paper also has the following features: Firstly, the proposed scheme eliminates the need for all agents to have prior knowledge of the leader’s dynamics, making the scenario considered in this work more general and applicable. Secondly, the control method presented in this paper does not rely on any global topology information, allowing it to be implemented in a completely distributed manner. Building on the proposed scheme, even under denial-of-service attacks and actuator faults, the consensus problem for cyber-physical systems can be realized. Finally, simulations are provided to demonstrate the effectiveness of the proposed method. Note to Practitioners—CPSs are regarded as the core technology for the next generation of manufacturing, with widespread applications in fields such as autonomous driving systems, smart grids, and intelligent manufacturing. The advantage of CPSs lies in their ability to tightly integrate physical processes with computational and communication technologies, enabling efficient and intelligent system operations. However, in engineering practice, while the application of network technologies has brought great convenience and significantly improved operational efficiency, their open nature also makes CPSs vulnerable to cyber-attacks. Additionally, during long-term operation, CPSs inevitably face fault issues, which can negatively affect system performance, potentially leading to partial system failure or a decline in stability. Based on the above analysis, a fully distributed secure consensus control strategy is proposed, which incorporates a distributed observer and an observer-based fault-tolerant consensus control method. The proposed strategy does not require all agents to have prior knowledge of the leader’s dynamics information, offering greater flexibility and adaptability. More importantly, the assumptions that the leader’s communication links are unbreakable and that the switched topology contains a spanning tree are further relaxed. This makes the solution applicable to a broader range of real-world scenarios.
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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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