A minimal kinematic model for serial robot calibration using POE formula

被引:144
作者
Yang, Xiangdong [1 ]
Wu, Liao [1 ]
Li, Jinquan [2 ]
Chen, Ken [1 ]
机构
[1] Tsinghua Univ, Dept Mech Engn, Beijing 100084, Peoples R China
[2] Beijing Univ Posts & Telecommun, Sch Automat, Beijing 100088, Peoples R China
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
Calibration; Identification; Product of exponentials (POE); Minimality; PRODUCT;
D O I
10.1016/j.rcim.2013.11.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Traditional methods based on the product of exponentials (POE) formula are parametrically continuous and complete for the calibration of the kinematic parameters of serial robots. However, these methods are not minimal due to the constraints of joint twists. This paper puts forward a new POE-based model, whose parameters are totally independent and conform to the formula of minimality. This is the first model that simultaneously satisfies the requirements of parametric continuity, completeness, and minimality with uniform and generic modeling rules. The proposed approach avoids the operations of normalization and orthogonalization which are necessary redundancy elimination steps with the traditional model. Simulations on a SCARA robot and experiments on an ABB IRB 120 robot prove that the new model outperforms in convergence, accuracy, and efficiency. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:326 / 334
页数:9
相关论文
共 22 条
[1]  
Brockett R. W., 1984, Lecture Notes in Control and Information Sciences, P120, DOI DOI 10.1007/BFB0031048
[2]  
Chen IM, 1997, J ROBOTIC SYST, V14, P807, DOI 10.1002/(SICI)1097-4563(199711)14:11<807::AID-ROB4>3.3.CO
[3]  
2-3
[4]   Local POE model for robot kinematic calibration [J].
Chen, IM ;
Yang, GL ;
Tan, CT ;
Yeo, SH .
MECHANISM AND MACHINE THEORY, 2001, 36 (11-12) :1215-1239
[5]  
Everett L. J., 1987, Proceedings of the 1987 IEEE International Conference on Robotics and Automation (Cat. No.87CH2413-3), P183
[6]  
Hayati S. A., 1983, Proceedings of the 22nd IEEE Conference on Decision and Control, P1477
[7]   Kinematic-Parameter Identification for Serial-Robot Calibration Based on POE Formula [J].
He, Ruibo ;
Zhao, Yingjun ;
Yang, Shunian ;
Yang, Shuzi .
IEEE TRANSACTIONS ON ROBOTICS, 2010, 26 (03) :411-423
[8]  
Kang SH, 2004, IEEE INT CONF ROBOT, P2894
[9]   Improved and Modified Geometric Formulation of POE Based Kinematic Calibration of Serial Robots [J].
Lou, Yunjiang ;
Chen, Tieniu ;
Wu, Yuanqing ;
Li, Zhibin ;
Jiang, Shilong .
2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, 2009, :5261-+
[10]  
Meggiolaro M. A., 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065), P3609, DOI 10.1109/ROBOT.2000.845294