Calibration method for articulated industrial robots

被引:14
作者
Ali, Marwan [1 ]
Simic, Milan [1 ]
Imad, Fadi [1 ]
机构
[1] RMIT Univ, Sch Engn, Melbourne, Vic 3083, Australia
来源
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS | 2017年 / 112卷
关键词
Online Calibration; IMU; Ultrasonic; Articulated Robot; SELF-CALIBRATION; KINEMATIC CALIBRATION; MANIPULATORS; ACCURACY;
D O I
10.1016/j.procs.2017.08.246
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Robot calibration is technique used to increase sytem positioning accurancy. In our research, we have reviewed self-calibration techniques of articulated industrial robots and proposed an original method to reduce production and maintenance down times. The proposed technique is using an inertial measurement unit (IMU) to measure robot poses, plus ultrasonic triangulation sensors to increase processing speed and reduce computational power. Thanks to all of that, robot is more responsive, i.e. we have an improved speed, reliability and accuracy in determining the orientation of the manipulators. The advantages of this method in comprising with the vision based calibration, is that it does not need the complex steps, such as camera calibration, image capture, memory and corner detection. This makes the robot calibration procedure more autonomous in a dynamic manufacturing environment. The proposed technique was applied at Six Degrees of Freedom (6-DOF) robot and compared to existing calibration methods. (C) 2017 The Authors. Published by Elsevier B.V.
引用
收藏
页码:1601 / 1610
页数:10
相关论文
共 36 条
[1]   AUTONOMOUS ROBOT CALIBRATION FOR HAND-EYE COORDINATION [J].
BENNETT, DJ ;
GEIGER, D ;
HOLLERBACH, JM .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1991, 10 (05) :550-559
[2]   AUTONOMOUS CALIBRATION OF SINGLE-LOOP CLOSED KINEMATIC CHAINS FORMED BY MANIPULATORS WITH PASSIVE END-POINT CONSTRAINTS [J].
BENNETT, DJ ;
HOLLERBACH, JM .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1991, 7 (05) :597-606
[3]  
Crowley James L., 1989, IEEE C ROB AUT MAY, V3, P1574
[4]  
Cui X, 2013, IEEE ASME INT C ADV, P625, DOI 10.1109/AIM.2013.6584162
[5]  
DENNIS J. E., 1996, Numerical Methods for Unconstrained Optimization and Nonlinear Equations
[6]  
Do Kim E, 2006 SICE ICASE INT, V89, P2915
[7]  
Du Biqiang, 2012, INT J SMART SENSING, V5
[8]  
Du G., 2013, J ROBOTICS COMPUTER, V29
[9]   Online robot calibration based on hybrid sensors using Kalman Filters [J].
Du, Guanglong ;
Zhang, Ping ;
Li, Di .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2015, 31 :91-100
[10]   A practical approach to compensate for geometric errors in measuring arms: application to a six-degree-of-freedom kinematic structure [J].
Gatti, G. ;
Danieli, G. .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2008, 19 (01)