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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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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. |
format | Online Article Text |
id | pubmed-8220189 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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