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...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2021-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/9378525/ |
id |
doaj-8e4474f23cde49b3958e087c4653c4da |
---|---|
record_format |
Article |
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 |
_version_ |
1724180005378850816 |