Title :
Analysis on an uncalibrated image-based visual servoing for 6 DOF industrial welding robots
Author :
Chen, Qingcheng ; Zhu, Shiqiang ; Wang, Xuanyin ; Wu, Wenxiang
Author_Institution :
State Key Lab. of Fluid Power Transm. & Control, Zhejiang Univ., Hangzhou, China
Abstract :
It is of quite great significance to research on automatic operation for industrial welding robots. This paper presents an uncalibrated control scheme for guiding 6 DOF welding robot to track a target via image-based visual servoing. Recently this method has been a novel trend for automation application of the welding robot and raises great interests among researchers. This closed-loop control law is based on the feedback of visual features from eye-in-hand camera. It can be applied in controlling the industrial robot to track weld seam or to guide the robot somewhere without knowing correct robot kinematic model or camera calibration. In the paper, Lyapunov method is employed to analyze the necessary and sufficient conditions for asymptotic stability and robustness of this control scheme. This proposed scheme is verified to ensure the convergence of image-features to desired reference image. Finally the image-based visual servoing simulation for 6 DOF robot is presented, which testifies the steady-state tracking behaviour and good performance.
Keywords :
Lyapunov methods; asymptotic stability; cameras; closed loop systems; factory automation; feature extraction; feedback; robot kinematics; robot vision; robotic welding; robust control; target tracking; visual servoing; 6 DOF industrial welding robots; Lyapunov method; asymptotic stability; automatic operation; automation application; camera calibration; closed-loop control law; eye-in-hand camera; industrial robot control; reference image; robot kinematic model; steady-state tracking behaviour; target tracking; uncalibrated control scheme; uncalibrated image-based visual servoing simulation; visual features feedback; weld seam track; Asymptotic stability; Cameras; Service robots; Stability analysis; Visual servoing; Welding; 6 DOF welding robot; Image-based features; Stability analysis; Uncalibrated visual servoing;
Conference_Titel :
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1275-2
DOI :
10.1109/ICMA.2012.6285131