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An Event-Based Asynchronous Approach to Markov Jump Systems With Hidden Mode Detections and Missing Measurements

Authors
Cheng, JunAhn, Choon KiKarim, Hamid RezaCao, JindeQi, Wenhai
Issue Date
Sep-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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