Adaptive Event-Triggered Secure Control for Attacked Cyber–Physical Systems Based on Resilient Observer

This article mainly focuses on the problem of observer-based adaptive event-triggered security fault-tolerant control (FTC) for attacked cyber-physical systems (CPSs). First, for the nonlinear characteristics in CPSs, the model is reconstructed based on the Takagi-Sugeno (T-S) fuzzy modeling technique. Then, a T-S fuzzy resilient observer is proposed to estimate the state as well as the actuator fault information. The proposed T-S fuzzy resilient observer proactively detects sensor transmission channels affected by dynamically changing denial-of-service (DoS) attacks, and proactively isolates contaminated data so as to reduce the impact of DoS attacks on the estimation effect. Based on the above content, an observer-based adaptive event-triggered security FTC scheme is proposed, which can ensure the stability of the CPSs and save the limited network resources between the controller and the actuator. Finally, simulation results are given to verify the effectiveness of the proposed scheme.

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Institutions

Publication Details

Journal
IEEE Transactions on Systems Man and Cybernetics Systems
Published
2024-11-19
DOI
https://doi.org/10.1109/tsmc.2024.3491841
Citations
6
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
1.97

Funders

Controls
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article

Adaptive Event-Triggered Secure Control for Attacked Cyber–Physical Systems Based on Resilient Observer

Ximing Yang, Tieshan Li, Yue Long, Hongjing Liang et al.
6 citations
IEEE Transactions on Systems Man and Cybernetics Systems
Smart Grid Security and Resilience
1.97
article

Adaptive Event-Triggered Secure Control for Attacked Cyber–Physical Systems Based on Resilient Observer

Ximing Yang, Tieshan Li, Yue Long, Hongjing Liang, Hanqing Yang
article en
6 citations

Abstract

This article mainly focuses on the problem of observer-based adaptive event-triggered security fault-tolerant control (FTC) for attacked cyber-physical systems (CPSs). First, for the nonlinear characteristics in CPSs, the model is reconstructed based on the Takagi-Sugeno (T-S) fuzzy modeling technique. Then, a T-S fuzzy resilient observer is proposed to estimate the state as well as the actuator fault information. The proposed T-S fuzzy resilient observer proactively detects sensor transmission channels affected by dynamically changing denial-of-service (DoS) attacks, and proactively isolates contaminated data so as to reduce the impact of DoS attacks on the estimation effect. Based on the above content, an observer-based adaptive event-triggered security FTC scheme is proposed, which can ensure the stability of the CPSs and save the limited network resources between the controller and the actuator. Finally, simulation results are given to verify the effectiveness of the proposed scheme.

IEEE Transactions on Systems Man and Cybernetics SystemsVol. 55(2)
University of Electronic Science and Technology of China (CN)
National Natural Science Foundation of China, Fundamental Research Funds for the Central Universities
Climate action
Openalex Percentile: Top 13%
Smart Grid Security and Resilience
1.97
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Adaptive Event-Triggered Secure Control for Attacked Cyber–Physical Systems Based on Resilient Observer — Ximing Yang, Tieshan Li, et al. · IEEE Transactions on Systems Man and Cybernetics Systems (2024) | TGRS Research Map | TGRS