An Event-Based Asynchronous Approach to Markov Jump Systems With Hidden Mode Detections and Missing Measurements
- Authors
- Cheng, Jun; Ahn, Choon Ki; Karim, Hamid Reza; Cao, Jinde; Qi, Wenhai
- Issue Date
- 9월-2019
- Publisher
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
- Keywords
- Event-triggered mechanism (ETM); hidden Markov model (HMM); Markov jump system (MJS); missing measurement
- Citation
- IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, v.49, no.9, pp.1749 - 1758
- Indexed
- SCIE
SCOPUS
- Journal Title
- IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
- Volume
- 49
- Number
- 9
- Start Page
- 1749
- End Page
- 1758
- URI
- https://scholar.korea.ac.kr/handle/2021.sw.korea/62983
- DOI
- 10.1109/TSMC.2018.2866906
- ISSN
- 2168-2216
- Abstract
- This paper is concerned with event-based H-infinity 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.
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Collections - College of Engineering > School of Electrical Engineering > 1. Journal Articles
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