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Observer-Based Event-Triggered Predictive Control for Networked Control Systems under DoS Attacks

This paper studies the problem of DoS attack defense based on static observer-based event-triggered predictive control in networked control systems (NCSs). First, under the conditions of limited network bandwidth resources and the incomplete observability of the state of the system, we introduce the...

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Detalles Bibliográficos
Autores principales: Lu, Weifan, Yin, Xiuxia, Fu, Yichuan, Gao, Zhiwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7730070/
https://www.ncbi.nlm.nih.gov/pubmed/33266332
http://dx.doi.org/10.3390/s20236866
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author Lu, Weifan
Yin, Xiuxia
Fu, Yichuan
Gao, Zhiwei
author_facet Lu, Weifan
Yin, Xiuxia
Fu, Yichuan
Gao, Zhiwei
author_sort Lu, Weifan
collection PubMed
description This paper studies the problem of DoS attack defense based on static observer-based event-triggered predictive control in networked control systems (NCSs). First, under the conditions of limited network bandwidth resources and the incomplete observability of the state of the system, we introduce the event-triggered function to provide a discrete event-triggered transmission scheme for the observer. Then, we analyze denial-of-service (DoS) attacks that occur on the network transmission channel. Using the above-mentioned event-triggered scheme, a novel class of predictive control algorithms is designed on the control node to proactively save network bandwidth and compensate for DoS attacks, which ensures the stability of NCSs. Meanwhile, a closed-loop system with an observer-based event-triggered predictive control scheme for analysis is created. Through linear matrix inequality (LMI) and the Lyapunov function method, the design of the controller, observer and event-triggered matrices is established, and the stability of the scheme is analyzed. The results show that the proposed solution can effectively compensate DoS attacks and save network bandwidth resources by combining event-triggered mechanisms. Finally, a smart grid simulation example is employed to verify the feasibility and effectiveness of the scheme’s defense against DoS attacks.
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spelling pubmed-77300702020-12-12 Observer-Based Event-Triggered Predictive Control for Networked Control Systems under DoS Attacks Lu, Weifan Yin, Xiuxia Fu, Yichuan Gao, Zhiwei Sensors (Basel) Article This paper studies the problem of DoS attack defense based on static observer-based event-triggered predictive control in networked control systems (NCSs). First, under the conditions of limited network bandwidth resources and the incomplete observability of the state of the system, we introduce the event-triggered function to provide a discrete event-triggered transmission scheme for the observer. Then, we analyze denial-of-service (DoS) attacks that occur on the network transmission channel. Using the above-mentioned event-triggered scheme, a novel class of predictive control algorithms is designed on the control node to proactively save network bandwidth and compensate for DoS attacks, which ensures the stability of NCSs. Meanwhile, a closed-loop system with an observer-based event-triggered predictive control scheme for analysis is created. Through linear matrix inequality (LMI) and the Lyapunov function method, the design of the controller, observer and event-triggered matrices is established, and the stability of the scheme is analyzed. The results show that the proposed solution can effectively compensate DoS attacks and save network bandwidth resources by combining event-triggered mechanisms. Finally, a smart grid simulation example is employed to verify the feasibility and effectiveness of the scheme’s defense against DoS attacks. MDPI 2020-11-30 /pmc/articles/PMC7730070/ /pubmed/33266332 http://dx.doi.org/10.3390/s20236866 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lu, Weifan
Yin, Xiuxia
Fu, Yichuan
Gao, Zhiwei
Observer-Based Event-Triggered Predictive Control for Networked Control Systems under DoS Attacks
title Observer-Based Event-Triggered Predictive Control for Networked Control Systems under DoS Attacks
title_full Observer-Based Event-Triggered Predictive Control for Networked Control Systems under DoS Attacks
title_fullStr Observer-Based Event-Triggered Predictive Control for Networked Control Systems under DoS Attacks
title_full_unstemmed Observer-Based Event-Triggered Predictive Control for Networked Control Systems under DoS Attacks
title_short Observer-Based Event-Triggered Predictive Control for Networked Control Systems under DoS Attacks
title_sort observer-based event-triggered predictive control for networked control systems under dos attacks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7730070/
https://www.ncbi.nlm.nih.gov/pubmed/33266332
http://dx.doi.org/10.3390/s20236866
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AT yinxiuxia observerbasedeventtriggeredpredictivecontrolfornetworkedcontrolsystemsunderdosattacks
AT fuyichuan observerbasedeventtriggeredpredictivecontrolfornetworkedcontrolsystemsunderdosattacks
AT gaozhiwei observerbasedeventtriggeredpredictivecontrolfornetworkedcontrolsystemsunderdosattacks