Status | 已发表Published |
Title | Discrete-Time Adaptive Fuzzy Command Filtered Backstepping Control for Quadrotor Unmanned Aerial Vehicle Systems: Theory and Experiments |
Creator | |
Date Issued | 2024-06-01 |
Source Publication | IEEE Transactions on Fuzzy Systems
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ISSN | 1063-6706 |
Volume | 32Issue:6Pages:3618-3628 |
Abstract | In this article, a discrete-time adaptive fuzzy command filtered backstepping control scheme is presented for the altitude and attitude control problems of the quadrotor unmanned aerial vehicle. The discrete-time controller is designed by using a novel command filtered backstepping method based on the discrete-time system model of the quadrotor, and model uncertainties are handled by using adaptive fuzzy control. Furthermore, the problem of causality is solved by utilizing the first-order filters. The effectiveness of the proposed control scheme is demonstrated by simulation and experiment. |
Keyword | Adaptive fuzzy control command filtered backstepping (CFB) discrete-time nonlinear system unmanned aerial vehicle (UAV) |
DOI | 10.1109/TFUZZ.2024.3379510 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Computer Science ; Engineering |
WOS Subject | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
WOS ID | WOS:001240137400023 |
Scopus ID | 2-s2.0-85188522191 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/11771 |
Collection | Faculty of Science and Technology |
Corresponding Author | Zhao, Lin |
Affiliation | 1.Qingdao University, School of Automation, The Shandong Key Laboratory of Industrial Control Technology, Qingdao, 266071, China 2.Beijing Normal University, Institute of AI and Future Networks, Zhuhai, 519087, China 3.BNU-HKBU United International College, Guangdong Key Lab of AI and MM Data Processing, Guangdong Provincial Key Laboratory IRADS, IAS, DST, Zhuhai, 519087, China |
Recommended Citation GB/T 7714 | Zhao, Yang,Zhao, Lin,Yu, Jinpenget al. Discrete-Time Adaptive Fuzzy Command Filtered Backstepping Control for Quadrotor Unmanned Aerial Vehicle Systems: Theory and Experiments[J]. IEEE Transactions on Fuzzy Systems, 2024, 32(6): 3618-3628. |
APA | Zhao, Yang, Zhao, Lin, Yu, Jinpeng, & Wang, Qing Guo. (2024). Discrete-Time Adaptive Fuzzy Command Filtered Backstepping Control for Quadrotor Unmanned Aerial Vehicle Systems: Theory and Experiments. IEEE Transactions on Fuzzy Systems, 32(6), 3618-3628. |
MLA | Zhao, Yang,et al."Discrete-Time Adaptive Fuzzy Command Filtered Backstepping Control for Quadrotor Unmanned Aerial Vehicle Systems: Theory and Experiments". IEEE Transactions on Fuzzy Systems 32.6(2024): 3618-3628. |
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