A Two-Step Self-calibration Method with Portable Measurement Devices for Industrial Robots Based on POE Formula

被引:2
|
作者
Gu, Lefeng [1 ,2 ]
Yang, Guilin [1 ,2 ]
Fang, Zaojun [1 ]
Shen, Wenjun [1 ,2 ]
Zheng, Tianjiang [1 ]
Chen, Chinyin [1 ]
Zhang, Chi [1 ]
机构
[1] Chinese Acad Sci, Zhejiang Key Lab Robot & Intelligent Mfg Equipmen, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
关键词
Self-calibration; POE formula; Kinematic calibration; MODEL;
D O I
10.1007/978-3-030-27526-6_63
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A two-step self-calibration method based on portable calibration devices is proposed in this paper. In the first step, the distance errors in a large-range workspace is utilized to calibrate the manipulator. In the second step, the position errors is utilized to calibrate an external world frame to describe all the coordinate systems in a robot cell and further enhance the calibration results in the first step. For each step, a linear and simplified calibration model is then formulated by employing the local POE formula and introducing the position adjoint conversion matrix. Based on the calibration model, portable and cost-effective self-calibration devices are designed, which consist of a spherical center measuring device, a movable ball bar and Tri-ball plate. The calibration devices presented can obtain distance errors in a large-range workspace and position errors in a local workspace of a manipulator, which enhance the reliability of the calibration results and set an external reference frame. Finally, an accurate kinematic model with respect to the external user-defined frame is given, which enables the off-line programming to be more accurate and effective. The simulation results demonstrate that the proposed two-step self-calibration algorithm is effective and robust.
引用
收藏
页码:715 / 727
页数:13
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