A point and distance constraint based 6R robot calibration method through machine vision

被引:46
|
作者
Wang, Rui [1 ]
Wu, Anwen [1 ]
Chen, Xuan [1 ]
Wang, Jun [1 ]
机构
[1] Harbin Inst Technol Weihai, Weihai 264200, Peoples R China
基金
中国国家自然科学基金;
关键词
Kinematic calibration; Machine vision; Point constraint; Distance constraint; KINEMATIC CALIBRATION;
D O I
10.1016/j.rcim.2020.101959
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper proposes a 6R robot closed-loop kinematic calibration method to improve absolute position accuracy with point and distance constraints though machine vision. In the calibration process, a camera attached to the mounting plate of the robot is used to capture a fixed reference sphere as a point constraint and to record robot joint angles and gauge block lengths that are used as a distance constraint. A first-order difference quotient is used to calculate the Jacobian matrix in the joint parameter identification process. The Stailbli TX60 robot is successfully calibrated using the proposed method. After calibration, the average distance error of robot motion is decreased from 2.05 mm to 0.24 mm.
引用
收藏
页数:7
相关论文
共 23 条
  • [21] Machine Vision-Based Method for Reconstructing the Vehicle Coordinate System in End-of-Line ADAS Calibration
    Ding, Zhigang
    Jiang, Jingjing
    Zheng, Jishi
    Kong, Linghua
    ELECTRONICS, 2024, 13 (17)
  • [22] Measurement Method of Human Lower Limb Joint Range of Motion Through Human-Machine Interaction Based on Machine Vision
    Wang, Xusheng
    Liu, Guowei
    Feng, Yongfei
    Li, Wei
    Niu, Jianye
    Gan, Zhongxue
    FRONTIERS IN NEUROROBOTICS, 2021, 15
  • [23] A UAV-based machine vision method for bridge crack recognition and width quantification through hybrid feature learning
    Peng, Xiong
    Zhong, Xingu
    Zhao, Chao
    Chen, Anhua
    Zhang, Tianyu
    CONSTRUCTION AND BUILDING MATERIALS, 2021, 299