Adaptive Intrusion-Tolerant Control for Constrained MIMO Nonlinear Cyber-Physical Systems Against Hybrid Cyber Attacks

IF 7.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Zhaoyang Cuan;Yingying Ren;Da-Wei Ding
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引用次数: 0

Abstract

In this paper, we are concerned with the tracking control issue for a category of constrained MIMO nonlinear cyber-physical systems (CPSs) with unidentified disturbances, which face the exposure to venomous hybrid cyber attacks. Distinct from most existing related researches which can only address the intrusion-tolerant control issue against single type of cyber attacks, the studied problem in this paper that has not been well resolved is more challenging, where multiple types of network attacks including denial-of-service (DoS) attacks and deception attacks may coexist simultaneously, increasing the design difficulty of intrusion-tolerant controller. Furthermore, by means of designing two error transformation functions (ETFs) and proposing a novel error transformation design technique for resolving the nonlinearity and MIMO coupling problem on the basis of quantifying the destruction mechanism of cyber attacks, a novel adaptive tracking control scheme is ulteriorly developed. As a result, the proposed control architecture owns inherent intrusion-tolerant capability and robustness, which is capable of settling exogenous disturbances and hybrid cyber attacks in unison. In particular, the tracking errors can be forced to convert into the preassigned constrained region at pregiven decay rate in preseted settling time. Finally, the feasibility and superiority of the proposed control framework are illustrated through an emblematic application instance. Note to Practitioners—From the perspective of security defense, great progress has been made in the security research of constrained nonlinear CPSs, such as vulnerability analysis, attack detection and intrusion-tolerant control. However, once the defense mechanism preseted on the cyber layer crashes, the physical side may suffer cross-domain intrusion by malicious adversaries, resulting in the catastrophic non-contact damage. What is worse, the constrained nonlinear CPSs are vulnerable to the simultaneous existing hybrid cyber attacks and unidentified disturbances. Therefore, this paper investigates the tracking control issue for a category of constrained MIMO nonlinear CPSs with unidentified disturbances, which face the exposure to venomous hybrid cyber attacks. By means of designing two error transformation functions (ETFs) and proposing a novel error transformation design technique for resolving the nonlinearity and MIMO coupling problem on the basis of quantifying the destruction mechanism of cyber attacks, a novel adaptive intrusion-tolerant control scheme is ulteriorly developed. As a result, the proposed control architecture owns inherent intrusion-tolerant capability and robustness, which is capable of settling exogenous disturbances and hybrid cyber attacks concurrently. Notably, the tracking errors can be forced to convert into the preassigned constrained region at pregiven decay rate in preseted settling time.
约束MIMO非线性网络物理系统抗混合网络攻击的自适应容错控制
在本文中,我们关注一类具有不明干扰的约束MIMO非线性网络物理系统(cps)的跟踪控制问题,该系统面临有毒的混合网络攻击。与现有的大多数相关研究只能解决针对单一类型网络攻击的入侵容忍控制问题不同,本文研究的问题更具挑战性,包括拒绝服务攻击和欺骗攻击在内的多种网络攻击可能同时存在,增加了入侵容忍控制器的设计难度。在量化网络攻击破坏机制的基础上,通过设计两个误差转换函数(ETFs),提出了一种新的误差转换设计技术来解决网络攻击的非线性和MIMO耦合问题,进而提出了一种新的自适应跟踪控制方案。因此,所提出的控制体系结构具有固有的入侵容忍能力和鲁棒性,能够同时应对外源干扰和混合网络攻击。特别是,跟踪误差可以在预设的稳定时间内以预设的衰减率转换到预设的约束区域。最后,通过一个典型的应用实例说明了所提控制框架的可行性和优越性。从业人员注意:从安全防御的角度来看,约束非线性cps的安全研究取得了很大的进展,如漏洞分析、攻击检测和入侵容忍控制。然而,一旦网络层的防御机制崩溃,物理端就可能遭受恶意攻击者跨域入侵,造成灾难性的非接触性破坏。更糟糕的是,约束的非线性cps容易受到同时存在的混合网络攻击和未知干扰的影响。因此,本文研究了一类具有不明干扰的约束MIMO非线性cps的跟踪控制问题,该问题面临有毒混合网络攻击。在量化网络攻击破坏机制的基础上,通过设计两个误差转换函数(ETFs),提出了一种新的误差转换设计技术来解决网络攻击的非线性和MIMO耦合问题,进而提出了一种新的自适应容错控制方案。因此,所提出的控制体系结构具有固有的入侵容忍能力和鲁棒性,能够同时应对外源干扰和混合网络攻击。值得注意的是,跟踪误差可以在预设的稳定时间内以预设的衰减率转换到预设的约束区域。
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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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