Robust Finite-Time Command-Filtered Backstepping Control for Flexible-Joint Robots With Only Position Measurements

被引:17
作者
Zhang, Yang [1 ,2 ]
Zhang, Menghua [3 ]
Du, Fuxin [1 ,2 ]
机构
[1] Shandong Univ, Sch Mech Engn, Key Lab High Efficiency & Clean Mech Manufacture, Minist Educ, Jinan 250061, Peoples R China
[2] Shandong Univ, Engn Res Ctr Intelligent Unmanned Syst, Minist Educ, Jinan 250061, Peoples R China
[3] Univ Jinan, Sch Elect Engn, Jinan 250022, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2024年 / 54卷 / 02期
基金
中国国家自然科学基金;
关键词
Backstepping; disturbance observer; finite-time control; flexible-joint robot (FJR); matched/mismatched disturbance; MANIPULATOR; TRACKING; DESIGN;
D O I
10.1109/TSMC.2023.3324761
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article presents a robust finite-time command-filtered backstepping control strategy for flexible-joint robotic systems with only position measurements. To the best of our knowledge, this method is proposed for the first time and applied to the flexible-joint robot (FJR) system subject to matched/mismatched disturbances. Herein, two finite-time disturbance observers (FTDOs) are adopted to reconstruct unmeasurable system states and total matched and mismatched disturbances. By combining a finite-time command-filtered backstepping controller with two FTDOs, a novel robust command-filtered backstepping controller is presented. Meanwhile, the practically finite-time stability analysis of the closed-loop system is rigorously presented by the Lyapunov function. Finally, numerical simulations and experimental studies are carried out for the FJR, whose results show the superiority of the proposed scheme in comparison with the existing approaches, such as the FTCFBC, the ADRC, and the CSMC.
引用
收藏
页码:1263 / 1275
页数:13
相关论文
共 50 条
[31]   Adaptive Command-filtered Finite-time Control of Vehicular Platoons with Inter-Vehicle Spacing Constraints [J].
Liu, Wei ;
Wei, Zhongyang ;
Gao, Zhenyu ;
Guo, Ge .
2024 14TH ASIAN CONTROL CONFERENCE, ASCC 2024, 2024, :262-267
[32]   Command-filtered incremental backstepping attitude control of spacecraft with predefined-time stability [J].
Zhang, Haichao ;
Huang, Haowei ;
Xiao, Bing ;
Dong, Kejun .
AEROSPACE SCIENCE AND TECHNOLOGY, 2024, 155
[33]   Practical Finite-Time Command Filtered Backstepping With its Application to DC Motor Control Systems [J].
Zheng, Xiaolong ;
Yu, Xinghu ;
Jiang, Jiaxu ;
Yang, Xuebo .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71 (03) :2955-2964
[34]   Adaptive finite-time synergetic control for flexible-joint robot manipulator with disturbance inputs [J].
Nguyen, X. C. ;
Le, D. T. .
ELECTRICAL ENGINEERING & ELECTROMECHANICS, 2025, (03) :45-52
[35]   Finite-Time Tracking Control for Nonlinear Systems via Adaptive Neural Output Feedback and Command Filtered Backstepping [J].
Zhao, Lin ;
Yu, Jinpeng ;
Wang, Qing-Guo .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32 (04) :1474-1485
[36]   Finite-Time Tracking Control for Output-Constrained Flexible-Joint Robot [J].
Meng, Qingtan ;
Ma, Qian ;
Xie, Yingkang ;
Wang, Zhen .
ADVANCES IN GUIDANCE, NAVIGATION AND CONTROL, VOL 8, 2025, 1344 :371-380
[37]   Finite-Time Output Feedback Control for Flexible-Joint Systems Under Time-Varying Disturbances [J].
Wang, Huiming ;
Lu, Qinggao ;
Zhang, Qiyao ;
Zhong, Jiaqi ;
Wang, Baolei ;
Li, Qingdu .
2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, :970-975
[38]   Adaptive Finite-Time Command Filtered Backstepping Control for Markov Jumping Nonlinear Systems with Full-State Constraints [J].
Zhao, Lin ;
Yu, Jinpeng ;
Shi, Peng .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 69 (07) :3244-3248
[39]   Command Filter-Based Finite-Time Constraint Control for Flexible Joint Robots Stochastic System With Unknown Dead Zones [J].
Dong, Yuanbao ;
Lam, Hak-Keung ;
Liu, Jiapeng ;
Yu, Jinpeng .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (10) :5836-5844
[40]   Neural network-based finite-time command-filtered adaptive backstepping control of electro-hydraulic servo system with a three-stage valve [J].
Niu, Shanshuai ;
Wang, Junzheng ;
Zhao, Jiangbo ;
Shen, Wei .
ISA TRANSACTIONS, 2024, 144 :419-435