三维可变形物体抓取与操纵中的交互建模

L. Zaidi, B. Bouzgarrou, L. Sabourin, Y. Mezouar
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引用次数: 10

摘要

机器人抓取在过去的二十年中得到了广泛的研究。该领域的大多数研究都是针对刚体抓取,只有少数研究考虑了可变形物体的情况。然而,机器人对可变形物体的抓取在各个领域都有许多潜在的应用,包括生物医学加工、食品加工业、服务机器人、机器人手术等。本文讨论了多指手与三维可变形物体之间相互作用的建模问题,用于机器人抓取和操作任务。我们的工作提出了一种新的接触相互作用建模策略,以定义施加的力和物体变形之间的关系。采用非线性各向异性质量-弹簧系统对可变形物体的力学行为进行建模。接触力根据指尖与可变形物体网格的边界表面切面之间的相对位置和速度产生。这种方法可以减少节点的数量,同时确保准确的接触建模。
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Interaction modeling in the grasping and manipulation of 3D deformable objects
Robotic grasping has been extensively studied in the last two decades. Most of the research in this field has been dedicated to rigid body grasping, and only a few studies have considered the case of deformable objects. Nevertheless, the robotized grasping of deformable objects has many potential applications in various areas, including bio-medical processing, the food processing industry, service robotics, robotized surgery, etc. This paper discusses the problem of modeling interactions between a multi-fingered hand and a 3D deformable object for robotic grasping and manipulation tasks. Our work presents a new strategy for modeling contact interactions in order to define the relationship between applied forces and object deformations. The mechanical behavior of the deformable object is modeled using a non-linear anisotropic mass-spring system. Contact forces are generated according to the relative positions and velocities between the fingertips and the boundary surface facets of the deformable object mesh. This approach allows reducing the number of nodes while ensuring accurate contact modeling.
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