Abstract:Aiming at the problem of low absolute positioning accuracy of industrial robots, a method for calibration of industrial robot kinematic parameters based on line structured light sensor was proposed. Firstly, the line structure light sensor is fixedly mounted on the end of the robot, the sensor measurement model is established, and then the robot kinematics model is established. The sensor model and the robot model are connected by hand-eye relationship to form a complete calibration system model. Secondly, the line structured light sensor measures a fixed point in different poses to obtain the coordinate value of the point on the robot base. An error model is established to deviate the theoretical value from the actual value of the coordinate value, thereby establishing a calibration equation group, and using the least squares method to identify the kinematic parameter error and correct the parameters. Finally, by updating these parameters into the ideal kinematics model, the positional deviation between measurement points before and after calibration were compared. The experimental results show that the average error was reduced by more than 50%, the standard deviation was reduced by more than 42%.
[1]童洋洋. 6R型工业机器人标定技术研究及算法实现[D]. 合肥: 合肥工业大学, 2017.
[2]温秀兰,崔俊宇,芮平,等.轴线测量与迭代补偿的机器人几何参数标定[J]. 计量学报, 2018, 39(4): 449-454.
Wen X L, Cui J Y, Rei P, et al. Robot Geometric Parameters Calibration Based on Axis Measurement and Iterative Compensation[J]. Acta Metrologica Sinica, 2018, 39(4): 449-454.
[3]李双双. 工业机器人建模、运动仿真与轨迹优化[D]. 呼和浩特: 内蒙古大学, 2012.
[4]Klimchik A, Pashkevich A, Wu Y, et al. Optimization of measurement configurations for geometrical calibration of industrial robot[C]// International Conference on Intelligent Robotics and Applications, Springer Berlin Heidelberg, 2012.
[5]任瑜, 张丰, 郭志敏, 等. 一种通用的工业机器人位姿检测方法[J]. 计量学报, 2018, 39(5): 615-621.
Ren Y, Zhang F, Guo Z M, et al. A general pose testing method of industrial robot[J]. Acta Metrologica Sinica, 2018, 39(5): 615-621.
[6]王鹏. 工业机器人运动学标定技术的研究[D]. 北京: 华北电力大学, 2014.
[7]王惠. 基于PSD的工业机器人无标定伺服定位系统[J]. 机床与液压, 2017, 45(3): 106-108.
Wang H. Industrial Robot Un-calibrated Servo Positioning System Based on PSD[J]. Machine Tool & Hydraulics, 2017, 45(3): 106-108.
[8]Santolaria J, Conte J, Gines M. Laser tracker-based kinematic parameter calibration of industrial robots by improved CPA method and active retroreflector[J]. International Journal of Advanced Manufacturing Technology, 2013, 66(9-12): 2087-2106.
[9]夏天, 孙翰英, 范嘉桢, 等. 虚拟封闭运动链法提高机器人运动学标定精度[J]. 机械设计与研究, 2009, 25(2): 57-59.
Xia T, Sun H Y, Fan J Z, et al. Research of Industrial Robot Calibration Based on Virtual Closed Kinematic Chain[J]. Machine Design & Research, 2009, 25(2): 57-59.
[10]Gatla C S, Lumia R, Wood J, et al. An Automated Method to Calibrate Industrial Robots Using a Virtual Closed Kinematic Chain[J]. IEEE Transactions on Robotics, 2007, 23(6): 1105-1116.
[11]Shah S V, Saha S K, Dutt J K. Denavit-Hartenberg Parameterization of Euler Angles [J]. Journal of Computational & Nonlinear Dynamics, 2012, 7(2): 021006-10.
[12]王金桥, 段发阶, 伯恩, 等. 线结构光扫描传感器结构参数一体化标定[J]. 传感技术学报, 2014,(9): 1196-1201.
Wang J Q, Duan F J, Bo E, et al. Calibration of Line Structured Light Scanning Sensor Structure Parameter Integration[J]. Chinese Journal of Sensors and Actuators, 2014, (9): 1196-1201.
[13]Liu Z, Li X J, Li F J, et al. Calibration method for line-structured light vision sensor based on a single ball target[J]. Optics and Lasers in Engineering, 2015, 69: 20-28.
[14]范亚兵, 黄桂平, 姚思远, 等. 三目立体摄影测量系统中相机标定技术研究[J]. 计量学报, 2015, 36(2): 132-135.
Fan Y B, Huang G P, Yao S Y, et al. Study on the Techniques of Camera Calibration in the Trinocular Stereo Photogrammetry System[J]. Acta Metrologica Sinica, 2015, 36(2): 132-135.
[15]Zhang Z. A Flexible New Technique for Camera Calibration[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2000, 22(11): 1330-1334.