Industry robot and external axle calibration using Particle Swarm Optimization Algorithm

Huang Jin, Ma Zi, Hu Ying, Wang Yang, Yu Shuanghe
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引用次数: 2

Abstract

The aim of this paper is to investigate a new calibrating approach to determine the coordinate transformation between the robot tool and the external axle worktable. The approach can be divided into three different steps. Firstly, the coordinate transformation between the robot wrist and the contact position sensor tool is calibrated. Secondly, the coordinates transformation between the robot tool and the external axle worktable is calibrated by the robot and the contact position sensor joint measurement system. Finally, particle swarm optimization (PSO) algorithm is adopted to optimize the key parameters to improve the system precision. From the presented approach, the robot system with external axle is calibrated successfully. The effectiveness of the presented approach is demonstrated via some experiments.
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基于粒子群算法的工业机器人外轴标定
本文的目的是研究一种确定机器人刀具与外轴工作台之间坐标变换的新的标定方法。该方法可分为三个不同的步骤。首先,对机器人手腕与接触式位置传感器工具之间的坐标变换进行标定;其次,通过机器人与接触式位置传感器联合测量系统标定机器人刀具与外轴工作台之间的坐标变换;最后,采用粒子群算法对关键参数进行优化,提高系统精度。利用该方法成功地标定了带外轴的机器人系统。通过实验验证了该方法的有效性。
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