Status | 已发表Published |
Title | Command Filtering-Based Adaptive Fuzzy Control of Flexible-Joint Robots with Time-Varying Full-State Constraints |
Creator | |
Date Issued | 2024-02-01 |
Source Publication | IEEE Transactions on Circuits and Systems II: Express Briefs
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ISSN | 1549-7747 |
Volume | 71Issue: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. |
Keyword | Adaptive fuzzy command filtered control flexible-joint robot time-varying constraints |
DOI | 10.1109/TCSII.2023.3295840 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Engineering |
WOS Subject | Engineering ; Electrical & Electronic |
WOS ID | WOS:001167527900075 |
Scopus ID | 2-s2.0-85165243804 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/11422 |
Collection | Faculty of Science and Technology |
Corresponding Author | Liu, 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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