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Trust-based fault detection and robust fault-tolerant control of uncertain cyber-physical systems against time-delay injection attacks()

Control systems need to be able to operate under uncertainty and especially under attacks. To address such challenges, this paper formulates the solution of robust control for uncertain systems under time-varying and unknown time-delay attacks in cyber-physical systems (CPSs). A novel control method...

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Detalles Bibliográficos
Autores principales: Baromand, Salman, Zaman, Amirreza, Mihaylova, Lyudmila
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8220189/
https://www.ncbi.nlm.nih.gov/pubmed/34189323
http://dx.doi.org/10.1016/j.heliyon.2021.e07294
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author Baromand, Salman
Zaman, Amirreza
Mihaylova, Lyudmila
author_facet Baromand, Salman
Zaman, Amirreza
Mihaylova, Lyudmila
author_sort Baromand, Salman
collection PubMed
description Control systems need to be able to operate under uncertainty and especially under attacks. To address such challenges, this paper formulates the solution of robust control for uncertain systems under time-varying and unknown time-delay attacks in cyber-physical systems (CPSs). A novel control method able to deal with thwart time-delay attacks on closed-loop control systems is proposed. Using a descriptor model and an appropriate Lyapunov functional, sufficient conditions for closed-loop stability are derived based on linear matrix inequalities (LMIs). A design procedure is proposed to obtain an optimal state feedback control gain such that the uncertain system can be resistant under an injection time-delay attack with variable delay. Furthermore, various fault detection frameworks are proposed by following the dynamics of the measured data at the system's input and output using statistical analysis such as correlation analysis and K-L (Kullback-Leibler) divergence criteria to detect attack's existence and to prevent possible instability. Finally, an example is provided to evaluate the proposed design method's effectiveness.
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spelling pubmed-82201892021-06-28 Trust-based fault detection and robust fault-tolerant control of uncertain cyber-physical systems against time-delay injection attacks() Baromand, Salman Zaman, Amirreza Mihaylova, Lyudmila Heliyon Research Article Control systems need to be able to operate under uncertainty and especially under attacks. To address such challenges, this paper formulates the solution of robust control for uncertain systems under time-varying and unknown time-delay attacks in cyber-physical systems (CPSs). A novel control method able to deal with thwart time-delay attacks on closed-loop control systems is proposed. Using a descriptor model and an appropriate Lyapunov functional, sufficient conditions for closed-loop stability are derived based on linear matrix inequalities (LMIs). A design procedure is proposed to obtain an optimal state feedback control gain such that the uncertain system can be resistant under an injection time-delay attack with variable delay. Furthermore, various fault detection frameworks are proposed by following the dynamics of the measured data at the system's input and output using statistical analysis such as correlation analysis and K-L (Kullback-Leibler) divergence criteria to detect attack's existence and to prevent possible instability. Finally, an example is provided to evaluate the proposed design method's effectiveness. Elsevier 2021-06-15 /pmc/articles/PMC8220189/ /pubmed/34189323 http://dx.doi.org/10.1016/j.heliyon.2021.e07294 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Baromand, Salman
Zaman, Amirreza
Mihaylova, Lyudmila
Trust-based fault detection and robust fault-tolerant control of uncertain cyber-physical systems against time-delay injection attacks()
title Trust-based fault detection and robust fault-tolerant control of uncertain cyber-physical systems against time-delay injection attacks()
title_full Trust-based fault detection and robust fault-tolerant control of uncertain cyber-physical systems against time-delay injection attacks()
title_fullStr Trust-based fault detection and robust fault-tolerant control of uncertain cyber-physical systems against time-delay injection attacks()
title_full_unstemmed Trust-based fault detection and robust fault-tolerant control of uncertain cyber-physical systems against time-delay injection attacks()
title_short Trust-based fault detection and robust fault-tolerant control of uncertain cyber-physical systems against time-delay injection attacks()
title_sort trust-based fault detection and robust fault-tolerant control of uncertain cyber-physical systems against time-delay injection attacks()
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8220189/
https://www.ncbi.nlm.nih.gov/pubmed/34189323
http://dx.doi.org/10.1016/j.heliyon.2021.e07294
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