Flying Calligrapher: Contact-Aware Motion and Force Planning and Control for Aerial Manipulation

IF 4.6 2区 计算机科学 Q2 ROBOTICS IEEE Robotics and Automation Letters Pub Date : 2024-10-24 DOI:10.1109/LRA.2024.3486236
Xiaofeng Guo;Guanqi He;Jiahe Xu;Mohammadreza Mousaei;Junyi Geng;Sebastian Scherer;Guanya Shi
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Abstract

Aerial manipulation has gained interest in completing high-altitude tasks that are challenging for human workers, such as contact inspection and defect detection, etc. Previous research has focused on maintaining static contact points or forces. This letter addresses a more general and dynamic task: simultaneously tracking time-varying contact force in the surface normal direction and motion trajectories on tangential surfaces. We propose a pipeline that includes a contact-aware trajectory planner to generate dynamically feasible trajectories, and a hybrid motion-force controller to track such trajectories. We demonstrate the approach in an aerial calligraphy task using a novel sponge pen design as the end-effector, whose stroke width is positively related to the contact force. Additionally, we develop a touchscreen interface for flexible user input. Experiments show our method can effectively draw diverse letters, achieving an IoU of 0.59 and an end-effector position (force) tracking RMSE of 2.9 cm (0.7N).
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飞行书法家:用于空中操纵的接触感知运动和力规划与控制
在完成对人类工人具有挑战性的高空任务(如接触检查和缺陷检测等)方面,空中操纵已引起人们的兴趣。以往的研究侧重于保持静态接触点或力。这封信讨论的是一个更普遍的动态任务:同时跟踪表面法线方向上的时变接触力和切线表面上的运动轨迹。我们提出了一个管道,其中包括一个用于生成动态可行轨迹的接触感知轨迹规划器,以及一个用于跟踪此类轨迹的混合运动力控制器。我们使用新型海绵笔设计作为终端执行器,在空中书法任务中演示了该方法,其笔划宽度与接触力呈正相关。此外,我们还开发了一个用于灵活用户输入的触摸屏界面。实验表明,我们的方法可以有效地绘制各种字母,IoU 达到 0.59,末端执行器位置(力)跟踪 RMSE 为 2.9 厘米(0.7N)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Robotics and Automation Letters
IEEE Robotics and Automation Letters Computer Science-Computer Science Applications
CiteScore
9.60
自引率
15.40%
发文量
1428
期刊介绍: The scope of this journal is to publish peer-reviewed articles that provide a timely and concise account of innovative research ideas and application results, reporting significant theoretical findings and application case studies in areas of robotics and automation.
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