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 |
Fingerprint
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
Cite this
An Event-Based Asynchronous Approach to Markov Jump Systems With Hidden Mode Detections and Missing Measurements. / Cheng, Jun; Ahn, Choon Ki; Karimi, Hamid Reza; Cao, Jinde; Qi, Wenhai.
In: IEEE Transactions on Systems, Man, and Cybernetics: Systems, 07.09.2018.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - An Event-Based Asynchronous Approach to Markov Jump Systems With Hidden Mode Detections and Missing Measurements
AU - Cheng, Jun
AU - Ahn, Choon Ki
AU - Karimi, Hamid Reza
AU - Cao, Jinde
AU - Qi, Wenhai
PY - 2018/9/7
Y1 - 2018/9/7
N2 - 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.
AB - 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.
KW - Actuators
KW - Cybernetics
KW - Delays
KW - Electrical engineering
KW - Event-triggered mechanism (ETM)
KW - hidden Markov model (HMM)
KW - Hidden Markov models
KW - Markov jump system (MJS)
KW - Markov processes
KW - missing measurement
UR - http://www.scopus.com/inward/record.url?scp=85053137748&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85053137748&partnerID=8YFLogxK
U2 - 10.1109/TSMC.2018.2866906
DO - 10.1109/TSMC.2018.2866906
M3 - Article
AN - SCOPUS:85053137748
JO - IEEE Transactions on Systems, Man, and Cybernetics: Systems
JF - IEEE Transactions on Systems, Man, and Cybernetics: Systems
SN - 2168-2216
ER -