Approach for calibrating position of displacement sensor mounted on robot end-effector

被引:2
作者
Yuan, Kang-Zheng [1 ]
Zhu, Wei-Dong [1 ]
Chen, Lei [2 ]
Xue, Lei [2 ]
Qi, Wen-Gang [2 ]
机构
[1] Department of Mechanical Engineering, Zhejiang University, Hangzhou
[2] Shanghai Aircraft Manufacturing Limited Company, Shanghai
来源
Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science) | 2015年 / 49卷 / 05期
关键词
Laser displacement sensor; Least square method; Observability index; Robot TCP calibration;
D O I
10.3785/j.issn.1008-973X.2015.05.003
中图分类号
学科分类号
摘要
In order to calibrate the position and orientation of laser displacement sensors mounted on a robot, an approach was devised for calibrating the position and orientation parameters simultaneously, based on the model of plane and sphere fitting. A contrast experiment was proposed and conducted systematically based on robot off-line programming and robot kinematics simulation. Effects on the accuracy of the two calibration algorithm were also analyzed such as the measurement error, length of sensor and the number of calibration parameters. Observability indices were introduced to evaluate the efficiency of parameter identification with the measurement configurations in robot motion space. Optimal measurement configurations and best evaluation index were calculated using on optimization algorithm. The effects of the non-modeling error and measurement error are reduced. The stability, accuracy and efficiency of the algorithm are improved. Experiment results of our improved calibration algorithm indicate that the standard deviation of position is 0.37 mm, the standard deviation of orientation is 0.35°. ©, 2015, Zhejiang University. All right reserved.
引用
收藏
页码:829 / 834
页数:5
相关论文
共 13 条
[1]  
Wang S.-H., Du D., Zhang W.-Z., Et al., Hand-eye calibration for the robot by measuring a fixed point from different poses, Journal of Tsinghua University:Science and Technology, 47, 2, pp. 165-168, (2007)
[2]  
Gan Z., Tang Q., Visual Sensing and Its Applications: Integration of Laser Sensors to Industrial Robots, (2011)
[3]  
Mitsi S., Bouzakis K.D., Mansour G., Et al., Off-line programming of an industrial robot for manufacturing, The International Journal of Advanced Manufacturing Technology, 26, 3, pp. 262-267, (2005)
[4]  
Shiu Y.C., Ahmad S., Calibration of wrist-mounted robotic sensors by solving homogeneous transform equations of the form AX= XB, Robotics and Automation, IEEE Transactions on, 5, 1, pp. 16-29, (1989)
[5]  
Li J., Zhu J., Duan K., Et al., Calibration of a portable laser 3-D scanner used by a robot and its use in measurement, Optical Engineering, 47, 1, (2008)
[6]  
Ren Y.J., Yin S.B., Zhu J.G., Calibration technology in application of robot-laser scanning system, Optical Engineering, 51, 11, (2012)
[7]  
Wu L., Yang X.-D., Lan S.-Q., Et al., Robotic TCF calibration based on a planar template, Robot, 34, 1, pp. 98-103, (2012)
[8]  
Zhu Z., Tang Q., Li J., Et al., Calibration of laser displacement sensor used by industrial robots, Optical Engineering, 43, 1, pp. 12-13, (2004)
[9]  
Zhou A., Guo J., Shao W., Et al., A segmental calibration method for a miniature serial-link coordinate measuring machine using a compound calibration artefact, Measurement Science and Technology, 24, 6, (2013)
[10]  
Lu K.-Q., Wang W., Chen Z.-C., Calibration of laser beam-direction for point laser sensors, Optics and Precision Engineering, 18, 4, pp. 880-886, (2010)