面向测量的工业机器人定位误差补偿
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邾继贵(1970-),男,安徽无为人,博士,教授,博士生导 师,主要从事激光及光电检测技术的研究.

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国家自然科学基金重点(50805105)资助项目 (天津大学 精密测试技术及仪器国家重点实验室,天津 300072)


Measurement-oriented positioning error compensation for industrial robot
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    摘要:

    针对机器人定位误差影响柔性视觉测量精度问题 ,研究了基于视觉技术的机器人定位误差补偿方法。在传感器上附加单个定向 相机,在传感器测量场景中设置全局控制点,通过定向相机测量控制点,实时获取传感器当 前位置下与全 局坐标系的转换关系,补偿机器人定位误差。由于直接应用补偿精度低,针对机器人定位误 差产生的原因 和特点,改进补偿方法,将角度参数作为已知量,仅优化位移变量。实验结果表明,单相机 补偿方法均方 根误差(RMSE)为3.422mm,改进方 法的RM SE优于0.10mm,改进后的单相机补偿方法有效地提 高了传感器定位精度,模型简单,方法可行,能够满足机器人定位误差补偿的精度要求。

    Abstract:

    Facing the precision problem in flexible vision measurement caused by p ositioning error of robot,this paper studies a new method based on vision technique to compensate the industria l robot′s positioning error. Optical control points and two large field cameras are separately set on and beh ind the vision sensor to real-timely measure the position of the vision sensor,then to compensate the positioning er ror of robot.Dual-camera method′s precision is high,but it′s difficult to guarantee intervisibility in practica l application.A single orientation camera is attached to sensor,and global control points are set in the measured field of th e sensor.The global control points are measured by orientation camera to obtain the transformation relation between the current position of sensor and the global coordinate system,finally to compensate the positioning error.But the c ompensation precision is low in direct application.According to the source and features of error,this paper im proves the compensation method.By regarding angle parameter as a known quantity,we only optimize the displacement variables.Experiment results show that the root-mean-square error (RMSE) of single camera compensation meth od is 3.422mm,while that of improved method is less than 0.1mm.The improved compensation method enhances sensor′s positio ning pre cision.Because of its simple model and feasibility,it can satisfy the precision requirement for compensation of industrial robot.

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邾继贵,邹剑,林嘉睿,郭磊,郭寅.面向测量的工业机器人定位误差补偿[J].光电子激光,2013,(4):746~750

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  • 收稿日期:2012-09-10
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