An empirical study with simulated ADL tasks using a vision-guided assistive robot arm

Dae-Jin Kim, R. Lovelett, A. Behal
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引用次数: 27

Abstract

In this paper, we describe an empirical study with healthy subjects with simulated ADL tasks using UCF-ARM - a 6-DOF assistive robot that is visually guided through a calibrated stereo camera system fitted in the gripper of Exact Dynamics' Manus ARM. The goal of the research is to reduce time to task completion and cognitive burden for users interacting with an unstructured environment via a Wheelchair Mounted Robotic Arm (WMRA). Our WMRA, UCF-ARM, provides access to a multimodal user-customizable human computer interface and accomplishes visual servoing through an in-hand stereo rig as well as adaptive grip force application through force sensing resistors embedded in the fingers of the gripper. Choice of user interface is dependent on the user's functional level and injury. Two level object grasping tasks are used to assess the time to task completion and cognitive burden for users evaluating the system under different tasks, control modes, and interface modalities. Results of the statistical analysis are provided to compare the advantages and disadvantages of the evaluated options.
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使用视觉引导辅助机械臂模拟ADL任务的实证研究
在本文中,我们描述了一项实证研究,健康受试者使用UCF-ARM模拟ADL任务,UCF-ARM是一种6自由度辅助机器人,通过安装在Exact Dynamics的Manus ARM夹持器中的校准立体相机系统进行视觉引导。该研究的目标是通过轮椅机械臂(WMRA)减少用户与非结构化环境交互的任务完成时间和认知负担。我们的WMRA, UCF-ARM,提供了一个多模态用户可定制的人机界面,并通过手持立体平台实现视觉伺服,以及通过嵌入在抓手手指中的力传感电阻实现自适应抓地力应用。用户界面的选择取决于用户的功能水平和损伤程度。在不同的任务、控制模式和界面模式下,使用两级对象抓取任务来评估用户完成任务的时间和认知负担。统计分析的结果提供了比较的优点和缺点的评估方案。
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