A survey on hidden Markov jump systems: asynchronous control and filtering
被引:10
作者:
Dong, Shanling
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机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R ChinaZhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R China
Dong, Shanling
[1
]
Liu, Meiqin
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机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R ChinaZhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R China
Liu, Meiqin
[1
]
Wu, Zheng-Guang
论文数: 0引用数: 0
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机构:
Zhejiang Univ, Inst Cyber Syst & Control, Natl Lab Ind Control Technol, Hangzhou, Peoples R China
Chengdu Univ, Inst Adv Study, Chengdu, Peoples R ChinaZhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R China
Wu, Zheng-Guang
[2
,3
]
机构:
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R China
[2] Zhejiang Univ, Inst Cyber Syst & Control, Natl Lab Ind Control Technol, Hangzhou, Peoples R China
[3] Chengdu Univ, Inst Adv Study, Chengdu, Peoples R China
In recent years, the problems of asynchronous control and filtering for Markov jump systems (MJSs) have received great research attention from scientific and engineering communities. The asynchronous situation between the original MJSs and the controller/filter is modelled by the hidden Markov model (HMM). This work gives a survey on the recent development of the HMM-based asynchronous controller and filter design for different MJSs, covering linear MJSs, fuzzy MJSs, semi-MJSs and 2D MJSs. Finally, a conclusion is drawn and the potential future research directions of MJSs are also discussed.