Abstract
This paper is concerned with event-based H∞ control for a class of networked Markov jump systems (MJSs) with missing measurements. The phenomenon of asynchronism occurs in both the controller and the actuator-failure model, which is estimated by the hidden Markov model, is taken into consideration. In addition, to reduce the burden of data transmission, a mode-dependent event-triggered mechanism (ETM) is proposed. Together with ETM, a network-induced delay is introduced. Subsequently, to guarantee that the MJS is stochastically stable, an event-based asynchronous controller is designed. Finally, to reveal the effectiveness of the proposed method, a simulation example of pulse width-modulation-driven boost converter is considered.
| Original language | English |
|---|---|
| Journal | IEEE Transactions on Systems, Man, and Cybernetics: Systems |
| DOIs | |
| Publication status | Accepted/In press - 2018 Sep 7 |
Keywords
- Actuators
- Cybernetics
- Delays
- Electrical engineering
- Event-triggered mechanism (ETM)
- hidden Markov model (HMM)
- Hidden Markov models
- Markov jump system (MJS)
- Markov processes
- missing measurement
ASJC Scopus subject areas
- Software
- Control and Systems Engineering
- Human-Computer Interaction
- Computer Science Applications
- Electrical and Electronic Engineering
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Cite this
Cheng, J., Ahn, C. K., Karimi, H. R., Cao, J., & Qi, W. (Accepted/In press). An Event-Based Asynchronous Approach to Markov Jump Systems With Hidden Mode Detections and Missing Measurements. IEEE Transactions on Systems, Man, and Cybernetics: Systems. https://doi.org/10.1109/TSMC.2018.2866906