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题名Finite-Time Adaptive Fuzzy Control for MIMO Nonlinear Systems With Input Saturation via Improved Command-Filtered Backstepping
作者
发表日期2022
发表期刊IEEE Transactions on Systems, Man, and Cybernetics: Systems
ISSN/eISSN2168-2216
卷号52期号:2页码:980 - 989
摘要

In this article, the problem of finite-time adaptive fuzzy tracking control for multi-input and multi-output (MIMO) nonlinear systems with input saturation is investigated. The new finite-time command filter is introduced for generating command signals and their derivatives to work out the matter of ``explosion of complexity,'' and the modified fractional power-based error compensation mechanism (ECM) serves as removing the effect of filter error. Then, the finite-time adaptive control scheme is established via the backstepping recursive design technique. It guarantees all the signals of the closed-loop system (CLS) are finite-time bounded while the output tracking errors are regulated to a sufficiently small neighborhood of the origin in finite time. Finally, the effectiveness of the proposed finite-time control scheme is verified by a numerical comparison example. 

关键词Adaptive fuzzy control command-filtered backstepping (CFB) finite-time control multi-input and multi-output (MIMO) nonlinear systems
DOI10.1109/TSMC.2020.3010642
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收录类别SCIE
语种英语English
WOS研究方向Automation & Control Systems ; Computer Science
WOS类目Automation & Control Systems ; Computer Science, Cybernetics
WOS记录号WOS:000742732900033
Scopus入藏号2-s2.0-85096606246
引用统计
被引频次:188[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/4968
专题个人在本单位外知识产出
通讯作者Yu, Jinpeng
作者单位
1.School of Automation, Qingdao University, Qingdao 266071, China
2.Suzhou Smart City Research Institute, Suzhou University of Science and Technology, Suzhou 215009, China
3.School of Electronics and Information Engineering, Suzhou University of Science and Technology, Suzhou 215009, China
4.Faculty of Engineering and the Built Environment, University of Johannesburg, Johannesburg 2092, South Africa.
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GB/T 7714
Cui, Guozeng,Yu, Jinpeng,Wang, Qingguo. Finite-Time Adaptive Fuzzy Control for MIMO Nonlinear Systems With Input Saturation via Improved Command-Filtered Backstepping[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(2): 980 - 989.
APA Cui, Guozeng, Yu, Jinpeng, & Wang, Qingguo. (2022). Finite-Time Adaptive Fuzzy Control for MIMO Nonlinear Systems With Input Saturation via Improved Command-Filtered Backstepping. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 52(2), 980 - 989.
MLA Cui, Guozeng,et al."Finite-Time Adaptive Fuzzy Control for MIMO Nonlinear Systems With Input Saturation via Improved Command-Filtered Backstepping". IEEE Transactions on Systems, Man, and Cybernetics: Systems 52.2(2022): 980 - 989.
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