论文标题

携带无货额:使用多个机器人笨拙的对象的变形敏捷和人体合作框架

Carrying the uncarriable: a deformation-agnostic and human-cooperative framework for unwieldy objects using multiple robots

论文作者

Sirintuna, Doganay, Ozdamar, Idil, Ajoudani, Arash

论文摘要

该手稿介绍了一个对象可变形性不足的框架,用于共享人与多个机器人之间共享的任务。我们的方法可以根据对象的大小和重量与多个机器人共享负载,从而完全控制人的共同培训轨迹。这是通过合并通过对象传递的触觉信息以及从运动捕获系统获得的人类运动信息来实现的。该框架的一个重要优点是,无论对象大小和变形特征如何,机器人之间不需要严格的内部通信。我们使用两个具有挑战性的现实情况来验证框架:木质刚性壁橱的共同投资和叉车移动带上的笨重盒子,后者表征了可变形的物体。为了评估所提出的框架的概括性,由两个移动操纵器组成的异源团队由Omni方向移动基础组成,并且为实验选择了具有不同DOF的协作机器人组。在这些实验过程中,我们的控制器和基线控制器(即入学控制器)之间的定性比较证明了提出的框架的有效性,尤其是在共同携带可变形物体时。此外,我们认为,在起重带的实验中,我们的框架的性能为共同转移的笨重和不可覆盖的物体提供了有希望的解决方案。

This manuscript introduces an object deformability-agnostic framework for co-carrying tasks that are shared between a person and multiple robots. Our approach allows the full control of the co-carrying trajectories by the person while sharing the load with multiple robots depending on the size and the weight of the object. This is achieved by merging the haptic information transferred through the object and the human motion information obtained from a motion capture system. One important advantage of the framework is that no strict internal communication is required between the robots, regardless of the object size and deformation characteristics. We validate the framework with two challenging real-world scenarios: co-transportation of a wooden rigid closet and a bulky box on top of forklift moving straps, with the latter characterizing deformable objects. In order to evaluate the generalizability of the proposed framework, a heterogenous team of two mobile manipulators that consist of an Omni-directional mobile base and a collaborative robotic arm with different DoFs is chosen for the experiments. The qualitative comparison between our controller and the baseline controller (i.e., an admittance controller) during these experiments demonstrated the effectiveness of the proposed framework especially when co-carrying deformable objects. Furthermore, we believe that the performance of our framework during the experiment with the lifting straps offers a promising solution for the co-transportation of bulky and ungraspable objects.

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