Event-Triggered Multiasynchronous H∞ Control for Markov Jump Systems With Transmission Delay

In this article, the issue of event-triggered multiasynchronous H_{\infty } control for Markov jump systems with transmission delay is concerned. In order to reduce sampling frequency, multiple event-triggered schemes (ETSs) are introduced. Then hidden Markov model (HMM) is employed to describe mu...

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Veröffentlicht in:IEEE transactions on cybernetics 2024-01, Vol.54 (1), p.476-485
Hauptverfasser: Zeng, Pengyu, Deng, Feiqi, Wu, Ze-Hao, Zhang, Tianliang, Gao, Xiaobin
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Sprache:eng
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Zusammenfassung:In this article, the issue of event-triggered multiasynchronous H_{\infty } control for Markov jump systems with transmission delay is concerned. In order to reduce sampling frequency, multiple event-triggered schemes (ETSs) are introduced. Then hidden Markov model (HMM) is employed to describe multiasynchronous jumps among subsystems, ETSs, and controller. Based on the HMM, the time-delay closed-loop model is constructed. In particular, when triggered data are transmitted over networks, a large transmission delay may cause disorder of transmission data such that the time-delay closed-loop model cannot be developed directly. To overcome this difficulty, a packet loss schedule is presented and the unified time-delay closed-loop system is obtained. By the use of the Lyapunov-Krasovskii functional method, sufficient conditions with the controller design are formulated for guaranteeing the H_{\infty } performance of the time-delay closed-loop system. Finally, the effectiveness of the proposed control strategy is demonstrated by two numerical examples.
ISSN:2168-2267
2168-2275
DOI:10.1109/TCYB.2023.3261937