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为实现关节运动跟踪和运动学反馈,为软辅助机器人加装免缝传感服装

Retrofitting Soft Assistive Robots with Sew-Free Sensing Garments for Joint Motion Tracking and Kinematic Feedback.

作者信息

Sepehri Anoush, Tolley Michael T, Morimoto Tania K

出版信息

IEEE Int Conf Rehabil Robot. 2025 May;2025:1-7. doi: 10.1109/ICORR66766.2025.11062992.

Abstract

Tracking human movement is essential during robot-assisted rehabilitation to provide kinematic feedback for monitoring range of motion, counting repetitions of a certain movement, or achieving closed-loop control. Current strategies for tracking and analyzing human motion, however, are costly, not easily accessible, or challenging to integrate with existing soft assistive robots. In this work, we present skin-tight sensing garments using commercial flex sensors that can be rapidly manufactured using a sew-free lamination strategy. We designed and fabricated sensing garments that can be worn underneath an existing soft robotic wrist orthosis to provide kinematic feedback on flexion and extension of the wrist. We conducted preliminary experiments and demonstrated that our sensing garment can track the position of the wrist with less than 5° of root mean squared error (RMSE) when compared to motion capture. We also demonstrated that our garment design and fabrication approach can be easily extended to other joints and rehabilitation devices to track uniaxial motions by developing a sensing garment for the index finger to provide kinematic feedback when used with a commercial soft rehabilitation glove. Our sensing garments are easy to manufacture, consist of inexpensive and readily available materials, and show promise as a method for providing real-time kinematic feedback of the user during robot-assisted rehabilitation activities.

摘要

在机器人辅助康复过程中,跟踪人体运动对于提供运动学反馈以监测运动范围、计算特定运动的重复次数或实现闭环控制至关重要。然而,当前用于跟踪和分析人体运动的策略成本高昂、不易获取,或者难以与现有的软辅助机器人集成。在这项工作中,我们展示了一种使用商用柔性传感器的紧身传感服装,这种服装可以通过免缝层压策略快速制造。我们设计并制作了一种传感服装,它可以穿在现有的软机器人手腕矫形器下面,以提供手腕屈伸的运动学反馈。我们进行了初步实验,结果表明,与动作捕捉相比,我们的传感服装能够以小于5°的均方根误差(RMSE)跟踪手腕的位置。我们还证明,通过为食指开发一种传感服装,使其在与商用软康复手套配合使用时提供运动学反馈,我们的服装设计和制造方法可以轻松扩展到其他关节和康复设备,以跟踪单轴运动。我们的传感服装易于制造,由廉价且 readily available(此处原文有误,应是“容易获得”的意思,可改为“readily accessible”)的材料组成,并有望成为在机器人辅助康复活动中提供用户实时运动学反馈的一种方法。

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