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Secure Filter Design of Fuzzy Switched CPSs With Mismatched Modes and Application: A Multidomain Event-Triggered Strategy

Haiyang Chen, Guangdeng Zong, Xudong Zhao, Fangzheng Gao, Kaibo Shi

2023IEEE Transactions on Industrial Informatics217 citationsDOI

Abstract

This article investigates the finite-time secure filter design of fuzzy switched cyber-physical systems equipped with a resource-constraint network that may undergo false data injection attacks (FDIAs). To strike a higher level balance between the resource consumption and filtering performance, a multidomain probabilistic event-triggered mechanism (MDPETM) is initially developed. And the mode mismatched phenomenon between the filter and the system is characterized through a delayed switching signal. Based on the MDPETM and a virtual delay partitioning approach, fuzzy mismatched secure filters are first devised whose modes could differ from the system. Then, filter-mode-dependent Lyapunov functionals are created to obtain new sufficient criteria such that the filtering error achieves finite-time boundedness with extended dissipativity subject to admissible FDIAs. The filter gains are obtained by solving a set of convex optimization problems. Finally, an application-oriented example is employed to test the effectiveness and advantages of the proposed results.

Topics & Concepts

Control theory (sociology)Filter (signal processing)Probabilistic logicFuzzy logicComputer scienceFilter designFuzzy setConvex optimizationMathematical optimizationRegular polygonMathematicsArtificial intelligenceGeometryComputer visionControl (management)Smart Grid Security and ResilienceStability and Control of Uncertain SystemsPetri Nets in System Modeling
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