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Status已发表Published
TitleCommand Filtering-Based Adaptive Fuzzy Control of Flexible-Joint Robots with Time-Varying Full-State Constraints
Creator
Date Issued2024-02-01
Source PublicationIEEE Transactions on Circuits and Systems II: Express Briefs
ISSN1549-7747
Volume71Issue:2Pages:682-686
Abstract

This brief is concerned with trajectory tracking control for $n$ -link flexible-joint robots (FJR) with time-varying full-state constraints and uncertain dynamics. The barrier Lyapunov functions are constructed to avoid the violation of time-varying constraints. The fuzzy logic systems are used to deal with unknown nonlinearities in FJR systems. The 'explosion of complexity' problem in the traditional backstepping method is overcomed by introducing command filtered control with error compensation, and an adaptive fuzzy command filtered control scheme based on time-varying barrier Lyapunov function is designed. The stability of the closed-loop system is analyzed using Lyapunov theory. Simulation results show that the proposed method can guarantee the full-state constraints and position tracking accuracy of the system.

KeywordAdaptive fuzzy command filtered control flexible-joint robot time-varying constraints
DOI10.1109/TCSII.2023.3295840
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaEngineering
WOS SubjectEngineering ; Electrical & Electronic
WOS IDWOS:001167527900075
Scopus ID2-s2.0-85165243804
Citation statistics
Cited Times:11[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/11422
CollectionFaculty of Science and Technology
Corresponding AuthorLiu, Jiapeng
Affiliation
1.Qingdao University,College of Automation,Qingdao,266071,China
2.Institute of Artificial Intelligence and Future Networks,Beijing Normal University,Zhuhai,519085,China
3.Beijing Normal University-Hong Kong Baptist University United International College,Guangdong Key Laboratory of AI and Multi-Modal Data Processing,Zhuhai,519087,China
Recommended Citation
GB/T 7714
Zhu, Yu,Liu, Jiapeng,Yu, Jinpenget al. Command Filtering-Based Adaptive Fuzzy Control of Flexible-Joint Robots with Time-Varying Full-State Constraints[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2024, 71(2): 682-686.
APA Zhu, Yu, Liu, Jiapeng, Yu, Jinpeng, & Wang, Qing Guo. (2024). Command Filtering-Based Adaptive Fuzzy Control of Flexible-Joint Robots with Time-Varying Full-State Constraints. IEEE Transactions on Circuits and Systems II: Express Briefs, 71(2), 682-686.
MLA Zhu, Yu,et al."Command Filtering-Based Adaptive Fuzzy Control of Flexible-Joint Robots with Time-Varying Full-State Constraints". IEEE Transactions on Circuits and Systems II: Express Briefs 71.2(2024): 682-686.
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