Uncalibrated Visual Servoing for a Planar Two Link Rigid-Flexible Manipulator Without Joint-Space-Velocity Measurement

被引:15
作者
Hao, Tian [1 ]
Wang, Hesheng [2 ,3 ]
Xu, Fan [1 ,4 ]
Wang, Jingchuan [1 ]
Miao, Yanzi [5 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
[2] Shanghai Jiao Tong Univ, Minist Educ, Key Lab Syst Control & Informat Proc, Dept Automat,Inst Med Robot, Shanghai 200240, Peoples R China
[3] Shanghai Jiao Tong Univ, Key Lab Marine Intelligent Equipment & Syst, Minist Educ, Shanghai 200240, Peoples R China
[4] Shanghai Jiao Tong Univ, Inst Med Robot, Shanghai 200240, Peoples R China
[5] China Univ Min & Technol, Dept Informat & Elect Engn, Xuzhou 221116, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2022年 / 52卷 / 03期
关键词
Manipulator dynamics; Cameras; Vibrations; Visual servoing; Vibration measurement; Robots; Noise measurement; Adaptive control; assumed mode method (AMM); rigid-flexible manipulator; singular perturbation; sliding observer; vibration suppression; TRACKING CONTROL; ROBOTS;
D O I
10.1109/TSMC.2020.3035903
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, to solve trajectory tracing problem and vibration suppression for a planar two-link rigid-flexible manipulator subject to joint-velocity measurement noise, a novel uncalibrated visual servoing control is proposed. To begin with, the manipulator's dynamic model is established by the assumed mode method (AMM). On this basis, based on the singular perturbation theory, two subsystem controllers are designed, one is slow subsystem controller, and the other one is fast subsystem controller. In the slow subsystem, to cope with the complication of the camera calibration, an adaptive algorithm is formulated to evaluate the parameters of a fixed camera online. Aiming to overcome the challenge that exact joint-velocity measurement may be disturbed by external noise, a nonlinear sliding observer is developed to estimate the state of joint velocity accurately. The asymptotic convergence of image tracking error is proved by means of Lyapunov analysis. Additionally, for the purpose of restraining the flexible beam's elastic vibration, a linear quadratic regulator (LQR) approach is adopted in the fast subsystem control design. The realistic comparing simulation experiments are presented to demonstrate the performance of the proposed controller.
引用
收藏
页码:1935 / 1947
页数:13
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