Secondary safety control for systems with sector bounded nonlinearities

IF 5.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Yankai Lin , Michelle S. Chong , Carlos Murguia
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Abstract

We consider the problem of safety verification and safety-aware controller synthesis for systems with sector bounded nonlinearities. We aim to keep the states of the system within a given safe set under potential actuator and sensor attacks. Specifically, we adopt the setup that a controller has already been designed to stabilize the plant. Using invariant sets and barrier certificate theory, we first give sufficient conditions to verify the safety of the closed-loop system under attacks. Furthermore, by using a subset of sensors that are assumed to be free of attacks, we provide a synthesis method for a secondary controller that enhances the safety of the system. The sufficient conditions to verify safety are derived using Lyapunov-based tools and the S-procedure. Using the projection lemma, the conditions are then formulated as linear matrix inequality (LMI) problems which can be solved efficiently. Lastly, our theoretical results are illustrated through numerical simulations.
扇区有界非线性系统的二次安全控制
研究具有扇区有界非线性系统的安全验证和安全感知控制器综合问题。我们的目标是在潜在的执行器和传感器攻击下,将系统的状态保持在给定的安全集合内。具体来说,我们采用已经设计好的控制器来稳定对象的设置。利用不变量集和屏障证书理论,首先给出了验证闭环系统在攻击下安全性的充分条件。此外,通过使用假定不受攻击的传感器子集,我们提供了一种增强系统安全性的辅助控制器的综合方法。利用李亚普诺夫工具和s -程序推导了验证安全性的充分条件。利用投影引理,将条件化为线性矩阵不等式(LMI)问题,可以有效地求解。最后,通过数值模拟对理论结果进行了验证。
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来源期刊
Automatica
Automatica 工程技术-工程:电子与电气
CiteScore
10.70
自引率
7.80%
发文量
617
审稿时长
5 months
期刊介绍: Automatica is a leading archival publication in the field of systems and control. The field encompasses today a broad set of areas and topics, and is thriving not only within itself but also in terms of its impact on other fields, such as communications, computers, biology, energy and economics. Since its inception in 1963, Automatica has kept abreast with the evolution of the field over the years, and has emerged as a leading publication driving the trends in the field. After being founded in 1963, Automatica became a journal of the International Federation of Automatic Control (IFAC) in 1969. It features a characteristic blend of theoretical and applied papers of archival, lasting value, reporting cutting edge research results by authors across the globe. It features articles in distinct categories, including regular, brief and survey papers, technical communiqués, correspondence items, as well as reviews on published books of interest to the readership. It occasionally publishes special issues on emerging new topics or established mature topics of interest to a broad audience. Automatica solicits original high-quality contributions in all the categories listed above, and in all areas of systems and control interpreted in a broad sense and evolving constantly. They may be submitted directly to a subject editor or to the Editor-in-Chief if not sure about the subject area. Editorial procedures in place assure careful, fair, and prompt handling of all submitted articles. Accepted papers appear in the journal in the shortest time feasible given production time constraints.
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