多机器人可变形物体操作研究进展

Rafael Herguedas, G. López-Nicolás, Rosario Aragues, C. Sagüés
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引用次数: 41

摘要

可变形物体的自主操作是一个越来越受关注的研究课题,因为当前的各种过程和应用都包括这类任务。这是一个复杂的问题,涉及到建模、控制、感知、计划、把握、估计等方面。当可变形物体太大、太重或难以抓取时,单个机器人可能无法完成操作。因此,使用多个机器人协同工作自然成为协调执行操作任务的解决方案。在本文中,我们对多机器人操纵可变形物体的相关最新方法进行了综述,其中包括不同标准的具体分类,并随后分析了主要方法,主要挑战和未来的研究方向。
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Survey on multi-robot manipulation of deformable objects
Autonomous manipulation of deformable objects is a research topic of increasing interest due to the variety of current processes and applications that include this type of tasks. It is a complex problem that involves aspects such as modeling, control, perception, planning, grasping, estimation, etc. A single robot may be unable to perform the manipulation when the deformable object is too big, too heavy or difficult to grasp. Then, using multiple robots working together naturally arises as a solution to perform coordinately the manipulation task. In this paper, we contribute a survey of relevant state-of-the-art approaches concerning manipulation of deformable objects by multiple robots, which includes a specific classification with different criteria and a subsequent analysis of the leading methods, the main challenges and the future research directions.
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