Resilient Security Filtering for Networked Switched Systems With Event-Driven Measurements

This paper is concerned with event-driven filtering for networked switched systems with unreliable links. In order to improve the anti-interference performance of the filter, stochastic cyber-attacks and random parametric perturbations are considered in the filter design. The update of the measureme...

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Main Authors: Wenqian Xie, Xiaojun Zhang, Kaibo Shi
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9378525/
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spelling doaj-8e4474f23cde49b3958e087c4653c4da2021-03-30T15:09:29ZengIEEEIEEE Access2169-35362021-01-019434344344310.1109/ACCESS.2021.30659629378525Resilient Security Filtering for Networked Switched Systems With Event-Driven MeasurementsWenqian Xie0https://orcid.org/0000-0001-9638-1896Xiaojun Zhang1https://orcid.org/0000-0002-5928-9457Kaibo Shi2https://orcid.org/0000-0002-9863-9229School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, ChinaSchool of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, ChinaSchool of Information Science and Engineering, Chengdu University, Chengdu, ChinaThis paper is concerned with event-driven filtering for networked switched systems with unreliable links. In order to improve the anti-interference performance of the filter, stochastic cyber-attacks and random parametric perturbations are considered in the filter design. The update of the measurement is determined by a newly proposed intermittent event-driven mechanism, which helps to save limited bandwidth resources. By constructing a new Lyapunov-Krasovskii functional (LKF) without positivity and continuity constraints in a triggering interval, sufficient conditions are obtained such that the filtering error system is exponentially mean-square stable with a weighted <inline-formula> <tex-math notation="LaTeX">$H_{\infty }$ </tex-math></inline-formula> performance. The resilient filter and event-driven mechanism are then co-designed. Finally, the results obtained are applied to a switched circuit system.https://ieeexplore.ieee.org/document/9378525/Networked switched systemsresilient filteringevent-driven mechanismcyber-security
collection DOAJ
language English
format Article
sources DOAJ
author Wenqian Xie
Xiaojun Zhang
Kaibo Shi
spellingShingle Wenqian Xie
Xiaojun Zhang
Kaibo Shi
Resilient Security Filtering for Networked Switched Systems With Event-Driven Measurements
IEEE Access
Networked switched systems
resilient filtering
event-driven mechanism
cyber-security
author_facet Wenqian Xie
Xiaojun Zhang
Kaibo Shi
author_sort Wenqian Xie
title Resilient Security Filtering for Networked Switched Systems With Event-Driven Measurements
title_short Resilient Security Filtering for Networked Switched Systems With Event-Driven Measurements
title_full Resilient Security Filtering for Networked Switched Systems With Event-Driven Measurements
title_fullStr Resilient Security Filtering for Networked Switched Systems With Event-Driven Measurements
title_full_unstemmed Resilient Security Filtering for Networked Switched Systems With Event-Driven Measurements
title_sort resilient security filtering for networked switched systems with event-driven measurements
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description This paper is concerned with event-driven filtering for networked switched systems with unreliable links. In order to improve the anti-interference performance of the filter, stochastic cyber-attacks and random parametric perturbations are considered in the filter design. The update of the measurement is determined by a newly proposed intermittent event-driven mechanism, which helps to save limited bandwidth resources. By constructing a new Lyapunov-Krasovskii functional (LKF) without positivity and continuity constraints in a triggering interval, sufficient conditions are obtained such that the filtering error system is exponentially mean-square stable with a weighted <inline-formula> <tex-math notation="LaTeX">$H_{\infty }$ </tex-math></inline-formula> performance. The resilient filter and event-driven mechanism are then co-designed. Finally, the results obtained are applied to a switched circuit system.
topic Networked switched systems
resilient filtering
event-driven mechanism
cyber-security
url https://ieeexplore.ieee.org/document/9378525/
work_keys_str_mv AT wenqianxie resilientsecurityfilteringfornetworkedswitchedsystemswitheventdrivenmeasurements
AT xiaojunzhang resilientsecurityfilteringfornetworkedswitchedsystemswitheventdrivenmeasurements
AT kaiboshi resilientsecurityfilteringfornetworkedswitchedsystemswitheventdrivenmeasurements
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