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Status已发表Published
TitleFuzzy tracking control for Markov jump systems with mismatched faults by iterative proportional-integral observers
Creator
Date Issued2020
Source PublicationIEEE Transactions on Fuzzy Systems
ISSN1063-6706
Volume30Issue:2Pages:542-554
Abstract

This paper is devoted to the fuzzy fault-tolerant tracking control of Markov jump systems with unknown mismatched faults. To reconstruct the faults and the system states, a sequence of proportional-integral observers are established via the system outputs. With the help of a structure separation technique, the proportional-integral gains and the observer gains are solved by a unified linear matrix inequality framework. Resorting to the rebuilt faults and states from an iterative estimation algorithm, a backstepping based fuzzy fault-tolerant tracking control scheme against the mismatched faults is established to make the resultant closed-loop system be uniform ultimate boundedness. Simulations are provided to verify the effectiveness of the proposed methods. 

KeywordH∞ control linear matrix inequality (LMI) Markov jump systems (MJSs) Takagi-Sugeno (T-S) fuzzy systems
DOI10.1109/TFUZZ.2020.3041589
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS IDWOS:000750254200023
Scopus ID2-s2.0-85097371306
Citation statistics
Cited Times:69[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/4967
CollectionFaculty of Science and Technology
Corresponding AuthorPark, Ju H.
Affiliation
1.College of Electrical Engineering and Control Science, Nanjing Technology University, Nanjing, 211816, China
2.Department of Electrical Engineering, Yeungnam University, 280 Daehak-Ro, Kyonsan 38541, Republic of Korea
3.Institute of Artificial Intelligence and Future Networks, Beijing Normal University & United International College (UIC), Zhuhai, China
Recommended Citation
GB/T 7714
Shen, Mouquan,Ma, Yongsheng,Park, Ju H.et al. Fuzzy tracking control for Markov jump systems with mismatched faults by iterative proportional-integral observers[J]. IEEE Transactions on Fuzzy Systems, 2020, 30(2): 542-554.
APA Shen, Mouquan, Ma, Yongsheng, Park, Ju H., & Wang, Qingguo. (2020). Fuzzy tracking control for Markov jump systems with mismatched faults by iterative proportional-integral observers. IEEE Transactions on Fuzzy Systems, 30(2), 542-554.
MLA Shen, Mouquan,et al."Fuzzy tracking control for Markov jump systems with mismatched faults by iterative proportional-integral observers". IEEE Transactions on Fuzzy Systems 30.2(2020): 542-554.
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