基于指数积公式的串联机器人运动学参数标定方法
Kinematic Parameter Calibration Method for Serial Robots Based on Product-of-Exponential Formula
标定运动学参数是提高机器人定位精度的有效方法之一。基于指数积公式,提出了一种仅需要测量末端位置坐标的运动学参数标定方法。建立了串联机器人的正向运动学公式,推导了定位误差的通式。利用旋量坐标的相邻变换,将参考位形误差和基坐标系的初始刚体位移误差等效为关节的零位误差,建立了等效的运动学误差模型。利用旋量坐标之间的几何约束关系,指出了每个关节最大可辨识的运动学参数为5 个,提出了仅需要测量位置坐标的可标定误差模型。设计了基于指数积公式的运动学参数的标定方法,并对工业机器人进行了标定试验。试验证明,该标定方法提高了机器人的绝对定位精度。
One of the efficient methods to upgrade the robot's positioning accuracy is to calibrate the kinematic parameters. A method based on the Product-of-Exponential (POE) formula to calibrate the kinematic parameters is proposed, which only requires measuring the position coordinates of end effector. The forward kinematics model is established for the serial robot, and the general formulation of its positioning error is derivated. By the adjoint transformation, an equal model of robot's kinematic error is set up after the errors of reference configuration and rigid displacement between the base coordinating system and the measuring coordinating system are equivalently transferred to the zero errors of the robot's joints. Using the geometrical constrains between the twist coordinates, it is pointed out that the number of maximum parameter of every joint to be calibrated is 5, and a practically calibratable kinematic error model is forwarded only requiring measuring the position coordinates. A calibration method to kinematic parameters is designed based on the POE formula, which is used in the industrial robot calibration experiments. It is proved that the calibration method can improve the level of absolute positioning error of the target robot.
王刚、王伟、贠超
机械学自动化技术、自动化技术设备机电一体化
串联机器人运动学参数标定指数积公式定位误差
Serial robotKinematic parameterCalibrationProduct of exponential formulaPositioning error
王刚,王伟,贠超.基于指数积公式的串联机器人运动学参数标定方法[EB/OL].(2014-02-20)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201402-318.点此复制
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