论文标题

利用高质量的触觉传感器来简化抓握

Exploiting High Quality Tactile Sensors for Simplified Grasping

论文作者

Machado, Pedro, McGinnity, T. M.

论文摘要

预计机器人将掌握形状,重量或材料类型各不相同的各种物体。因此,为机器人提供与人类类似的触觉功能对于涉及人与人机或机器人对机器人相互作用的应用至关重要,尤其是在那些预计机器人可以掌握和操纵以前遇到的复杂物体的情况下。成功对象掌握和操纵的关键方面是使用配备多个高性能传感器的高质量指尖,在特定的接触表面上适当分布。 在本文中,我们详细介绍了使用两种不同类型的市售机器人指尖(Biotac和wts-ft)的使用,每个指尖都配备了分布在指尖的接触表面上的多个传感器。我们进一步证明,由于指尖的高性能,不需要一种复杂的自适应抓握算法来抓住日常物体。我们得出的结论是,只要相关的指尖表现出较高的灵敏度,基于比例控制器的简单算法就足够了。在量化的评估中,我们还证明,部分由于传感器的分布,基于BioTAC的指尖的性能要比WTS-FT设备更好,从而使载荷提升到最高850G,而简单的比例控制器也可以使对象适应物体,即使对象受到重大外部振动挑战。

Robots are expected to grasp a wide range of objects varying in shape, weight or material type. Providing robots with tactile capabilities similar to humans is thus essential for applications involving human-to-robot or robot-to-robot interactions, particularly in those situations where a robot is expected to grasp and manipulate complex objects not previously encountered. A critical aspect for successful object grasp and manipulation is the use of high-quality fingertips equipped with multiple high-performance sensors, distributed appropriately across a specific contact surface. In this paper, we present a detailed analysis of the use of two different types of commercially available robotic fingertips (BioTac and WTS-FT), each of which is equipped with multiple sensors distributed across the fingertips' contact surface. We further demonstrate that, due to the high performance of the fingertips, a complex adaptive grasping algorithm is not required for grasping of everyday objects. We conclude that a simple algorithm based on a proportional controller will suffice for many grasping applications, provided the relevant fingertips exhibit high sensitivity. In a quantified assessment, we also demonstrate that, due in part to the sensor distribution, the BioTac-based fingertip performs better than the WTS-FT device, in enabling lifting of loads up to 850g, and that the simple proportional controller can adapt the grasp even when the object is exposed to significant external vibrational challenges.

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