A survey on hidden Markov jump systems: asynchronous control and filtering

被引：13
作者：
Dong, Shanling [1 ]
Liu, Meiqin [1 ]
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
来源：
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE | 2023年 / 54卷 / 06期
基金：
中国国家自然科学基金;
关键词：
Asynchronous control and filtering; Markov jump systems; hidden Markov model; DISCRETE-TIME MARKOV; OUTPUT-FEEDBACK CONTROL; SLIDING MODE CONTROL; SAMPLED-DATA CONTROL; TO-STATE STABILITY; H-INFINITY CONTROL; LINEAR-SYSTEMS; STOCHASTIC STABILITY; MULTIAGENT SYSTEMS; MULTIPLICATIVE NOISE;
D O I：
10.1080/00207721.2023.2171710
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
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.
引用
收藏
页码：1360 / 1376
页数：17
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