Event-Triggered Asynchronous Dissipative Control for Markov Jump Systems With Unknown Probabilities
This paper investigates the issue of the event-triggered asynchronous dissipative control for Markov jump systems with unknown probabilities and packet losses. A hidden Markov model is used to describe the asynchronous problem. A Bernoulli model and an event-triggered scheme are adopted to address t...
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| Format: | Article |
| Language: | English |
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IEEE
2025-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10835088/ |
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| author | Huiying Chen Mingshuai Jiang Renwei Liu Zuxin Li Yanfeng Wang |
| author_facet | Huiying Chen Mingshuai Jiang Renwei Liu Zuxin Li Yanfeng Wang |
| author_sort | Huiying Chen |
| collection | DOAJ |
| description | This paper investigates the issue of the event-triggered asynchronous dissipative control for Markov jump systems with unknown probabilities and packet losses. A hidden Markov model is used to describe the asynchronous problem. A Bernoulli model and an event-triggered scheme are adopted to address the packet loss and reduce the transmission rate of sampled signals, respectively. Furthermore, there exists unknown probability information of the controller. Then, Lyapunov functions are constructed to obtain sufficient conditions for the stochastic stability and dissipative performance of the closed-loop system. Moreover, a design method for controller parameters and event-triggered matrices is proposed. Finally, the effectiveness of the proposed approach is verified through a three-modal numerical example. |
| format | Article |
| id | doaj-art-eb2e1b8fcb3b4cfba4c80c74f26af593 |
| institution | Kabale University |
| issn | 2169-3536 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-eb2e1b8fcb3b4cfba4c80c74f26af5932025-01-21T00:02:25ZengIEEEIEEE Access2169-35362025-01-01138594860310.1109/ACCESS.2025.352750610835088Event-Triggered Asynchronous Dissipative Control for Markov Jump Systems With Unknown ProbabilitiesHuiying Chen0https://orcid.org/0000-0001-8453-1332Mingshuai Jiang1https://orcid.org/0009-0007-7168-5958Renwei Liu2https://orcid.org/0000-0001-8879-2265Zuxin Li3https://orcid.org/0000-0002-5816-9728Yanfeng Wang4https://orcid.org/0000-0001-7873-6577Huzhou Key Laboratory of Intelligent Sensing and Optimal Control for Industrial Systems, School of Engineering, Huzhou University, Huzhou, Zhejiang, ChinaHuzhou Key Laboratory of Intelligent Sensing and Optimal Control for Industrial Systems, School of Engineering, Huzhou University, Huzhou, Zhejiang, ChinaHuzhou Key Laboratory of Intelligent Sensing and Optimal Control for Industrial Systems, School of Engineering, Huzhou University, Huzhou, Zhejiang, ChinaSchool of Intelligent Manufacturing, Huzhou College, Huzhou, Zhejiang, ChinaSchool of Mechanical and Electrical Engineering, Suqian University, Suqian, Jiangsu, ChinaThis paper investigates the issue of the event-triggered asynchronous dissipative control for Markov jump systems with unknown probabilities and packet losses. A hidden Markov model is used to describe the asynchronous problem. A Bernoulli model and an event-triggered scheme are adopted to address the packet loss and reduce the transmission rate of sampled signals, respectively. Furthermore, there exists unknown probability information of the controller. Then, Lyapunov functions are constructed to obtain sufficient conditions for the stochastic stability and dissipative performance of the closed-loop system. Moreover, a design method for controller parameters and event-triggered matrices is proposed. Finally, the effectiveness of the proposed approach is verified through a three-modal numerical example.https://ieeexplore.ieee.org/document/10835088/Markov jump systemsasynchronous controlevent-triggered mechanismpacket lossesunknown probabilities |
| spellingShingle | Huiying Chen Mingshuai Jiang Renwei Liu Zuxin Li Yanfeng Wang Event-Triggered Asynchronous Dissipative Control for Markov Jump Systems With Unknown Probabilities IEEE Access Markov jump systems asynchronous control event-triggered mechanism packet losses unknown probabilities |
| title | Event-Triggered Asynchronous Dissipative Control for Markov Jump Systems With Unknown Probabilities |
| title_full | Event-Triggered Asynchronous Dissipative Control for Markov Jump Systems With Unknown Probabilities |
| title_fullStr | Event-Triggered Asynchronous Dissipative Control for Markov Jump Systems With Unknown Probabilities |
| title_full_unstemmed | Event-Triggered Asynchronous Dissipative Control for Markov Jump Systems With Unknown Probabilities |
| title_short | Event-Triggered Asynchronous Dissipative Control for Markov Jump Systems With Unknown Probabilities |
| title_sort | event triggered asynchronous dissipative control for markov jump systems with unknown probabilities |
| topic | Markov jump systems asynchronous control event-triggered mechanism packet losses unknown probabilities |
| url | https://ieeexplore.ieee.org/document/10835088/ |
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