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Status已发表Published
TitleCommand-Filtered Finite-Time Fuzzy Adaptive Fault-Tolerant Control of Output-Constrainted Robotic Manipulators With Unknown Dead-Zones
Creator
Date Issued2023-08-01
Source PublicationIEEE Transactions on Circuits and Systems II: Express Briefs
ISSN1549-7747
Volume70Issue:8Pages:2939-2943
Abstract

This brief presents a barrier Lyapunov functions-based (BLFs) adaptive fuzzy finite-time fault-tolerant control scheme for the manipulator with actuator faults and unknown dead-zones. Firstly, by constructing time-varying BLFs, the system output will be constrained in time-varying regions. Secondly, an adaptive method is designed to estimate the degree of actuator faults and to compensate for the effect of dead-zones. Thirdly, the command filtered backstepping with error compensation mechanism is introduced to approximate the virtual control laws, which can not only solve the 'explosion of complexity' problem, but also improve the control accuracy. The control method can ensure that all signals of the closed-loop system are finite-time bounded, the tracking errors of joint positions converge to a small neighborhood of the origin, and meets the requirements of time-varying constraints. Finally, a rigid manipulator is used to verify the effectiveness of the scheme.

Keywordadaptive fault-tolerant control Finite-time control manipulator unknown dead-zones
DOI10.1109/TCSII.2023.3249188
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaEngineering
WOS SubjectEngineering, Electrical & Electronic
WOS IDWOS:001043666500045
Scopus ID2-s2.0-85149392255
Citation statistics
Cited Times:7[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/10802
CollectionFaculty of Science and Technology
Corresponding AuthorYu, Jinpeng
Affiliation
1.Qingdao University, School of Automation, Qingdao, 266071, China
2.Haier Smart Home Company Ltd., State Key Laboratory of Massive Personalized Customization System and Technology, Qingdao, 266101, China
3.Institute of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, 519087, China
4.BNU-HKBU United International College, Guangdong Key Laboratory of Ai and Multi-Modal Data Processing, Zhuhai, 519087, China
Recommended Citation
GB/T 7714
Zhu, Yiping,Zhu, Wenyin,Liu, Jiapenget al. Command-Filtered Finite-Time Fuzzy Adaptive Fault-Tolerant Control of Output-Constrainted Robotic Manipulators With Unknown Dead-Zones[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2023, 70(8): 2939-2943.
APA Zhu, Yiping, Zhu, Wenyin, Liu, Jiapeng, Wang, Qing Guo, & Yu, Jinpeng. (2023). Command-Filtered Finite-Time Fuzzy Adaptive Fault-Tolerant Control of Output-Constrainted Robotic Manipulators With Unknown Dead-Zones. IEEE Transactions on Circuits and Systems II: Express Briefs, 70(8), 2939-2943.
MLA Zhu, Yiping,et al."Command-Filtered Finite-Time Fuzzy Adaptive Fault-Tolerant Control of Output-Constrainted Robotic Manipulators With Unknown Dead-Zones". IEEE Transactions on Circuits and Systems II: Express Briefs 70.8(2023): 2939-2943.
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