Asynchronous Control for Interval Type-2 Fuzzy Nonhomogeneous Markov Jump Systems Against Successive DoS Attacks

This article is concerned with the problem of asynchronous control for Interval Type-2 (IT2) fuzzy nonhomogeneous Markov jump systems against successive denial-of-service (DoS) attacks. The system and the controller are assumed to be connected through a communication channel subject to malicious attacks. The maximum number and probability distribution of successive attacks are considered. Under the imperfect premise matching, a fuzzy asynchronous controller is constructed by the hidden Markov model. By means of the introduced transmission delay, a delay closed-loop system is constructed, where the stochastic description of the delay depends on the statistical characteristic of successive attacks. Then stability criteria together are derived in the form of linear matrix inequalities by the Lyapunov functional approach, as well as the condition on the existence of the fuzzy controller. Finally, the feasibility and effectiveness of the presented control scheme are demonstrated by simulation results.

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Publication Details

Journal
IEEE Transactions on Cybernetics
Published
2024-10-25
DOI
https://doi.org/10.1109/tcyb.2024.3476426
Citations
15
Primary Topic
Fuzzy Logic and Control Systems
Type
article
Field-Weighted Citation Impact
5.21

Funders

Controls
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article

Asynchronous Control for Interval Type-2 Fuzzy Nonhomogeneous Markov Jump Systems Against Successive DoS Attacks

Min Xue, James Lam, Ka‐Wai Kwok, Huaicheng Yan
15 citations
IEEE Transactions on Cybernetics
Fuzzy Logic and Control Systems
5.21
article

Asynchronous Control for Interval Type-2 Fuzzy Nonhomogeneous Markov Jump Systems Against Successive DoS Attacks

Min Xue, James Lam, Ka‐Wai Kwok, Huaicheng Yan
article en
15 citations

Abstract

This article is concerned with the problem of asynchronous control for Interval Type-2 (IT2) fuzzy nonhomogeneous Markov jump systems against successive denial-of-service (DoS) attacks. The system and the controller are assumed to be connected through a communication channel subject to malicious attacks. The maximum number and probability distribution of successive attacks are considered. Under the imperfect premise matching, a fuzzy asynchronous controller is constructed by the hidden Markov model. By means of the introduced transmission delay, a delay closed-loop system is constructed, where the stochastic description of the delay depends on the statistical characteristic of successive attacks. Then stability criteria together are derived in the form of linear matrix inequalities by the Lyapunov functional approach, as well as the condition on the existence of the fuzzy controller. Finally, the feasibility and effectiveness of the presented control scheme are demonstrated by simulation results.

IEEE Transactions on CyberneticsVol. 55(1)
East China University of Science and Technology (CN), University of Hong Kong (HK)
National Natural Science Foundation of China
Openalex Percentile: Top 4%
Fuzzy Logic and Control Systems
5.21
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