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A ping-pong ball catching and juggling robot: A real-time framework for vision guided acting of an industrial robot arm

机译:乒乓球捕捉和杂耍机器人:工业机器人手臂视觉引导动作的实时框架

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This paper investigates the possibilities of real-time control of standard industrial robot arms by the means of a ping-pong ball juggling system that is able to catch a ball thrown by a human and to keep the ball airborne for more than 30 min. The sensors are two industrial cameras operating at 60 Hz. We discuss the image processing and the controlling algorithms used. Emphasis is placed on comparing the widespread naive linear model and a novel physically correct model of the flight trajectory of the ball. While both models are sufficient for the juggling task, it is shown that only the non-linear model is able to predict the impact parameters sufficiently early and precise enough to solve the initial catching task. The performance of the complete systems is also documented in a supplementary video [8].
机译:本文研究了通过乒乓球变戏法系统实时控制标准工业机器人手臂的可能性,该系统能够捕捉到人类扔出的球并保持其在空中飞行30分钟以上。传感器是两个以60 Hz运行的工业相机。我们讨论图像处理和使用的控制算法。重点放在比较普遍的朴素线性模型和球的飞行轨迹的新型物理正确模型上。虽然这两个模型都足以完成杂耍任务,但事实表明,只有非线性模型才能足够早地且足够精确地预测冲击参数,以解决初始捕获任务。完整的系统性能也记录在补充视频中[8]。

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