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Efficient hand eye calibration method for a delta robot pick-and-place system

机译:三角机器人取放系统的高效手眼校准方法

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Delta Robot is a kind of parallel robot manipulator specifically designed for the pick-and-place task. Most of such system requires vision to detect the randomly placed workpieces. Therefore, hand eye calibration is a necessary process when installing new product line or modifying the existing robotic configuration. Because the vision and robot do not share the same workspace, and the workpiece move continuously on the conveyor, it is difficult to perform the hand eye calibration efficiently and directly. In this paper, we propose a systematic framework to efficiently calibrate the vision, conveyor and the robot. Beyond two commonly used chess board based calibration board, no external equipments are needed. A virtual coordinate frame which shares the same origin with the vision coordinate frame is imposed on the conveyor. Based on this assumption, two independent experiments can be performed to gather data sets which can be used to optimize the coordinate transformation matrices. Linear Mean Square(LMS) algorithm is used to find the optimal parameters. A self feed high speed pick and place experimental platform is built and the proposed algorithm is implemented. The experimental results show the effectiveness and efficiency. All the system can be calibrated within 10 minutes.
机译:Delta Robot是一种专门为拾取和放置任务设计的并行机器人操纵器。大多数这样的系统需要视觉来检测随机放置的工件。因此,在安装新产品线或修改现有机械手配置时,手眼校准是必要的过程。由于视觉系统和机器人不在同一工作空间中,并且工件在传送带上连续移动,因此很难高效,直接地执行手眼校准。在本文中,我们提出了一个系统框架来有效地校准视觉,传送带和机器人。除了两个常用的基于国际象棋棋盘的校准板外,不需要任何外部设备。将与视觉坐标系具有相同原点的虚拟坐标系施加到传送带上。基于此假设,可以执行两个独立的实验来收集可用于优化坐标变换矩阵的数据集。线性均方(LMS)算法用于找到最佳参数。建立了自给式高速取放实验平台,并实现了所提出的算法。实验结果表明了该方法的有效性和有效性。所有系统都可以在10分钟内校准。

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