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在三维任务空间中冗余测量的人体从中心向外运输轨迹的手部运动目录。

Hand Motion Catalog of Human Center-Out Transport Trajectories Measured Redundantly in 3D Task-Space.

作者信息

Sziburis Tim, Blex Susanne, Glasmachers Tobias, Iossifidis Ioannis

机构信息

Institute of Computer Science, Ruhr West University of Applied Sciences, 45479, Mülheim an der Ruhr, Germany.

Institute for Neural Computation, Ruhr University Bochum, 44801, Bochum, Germany.

出版信息

Sci Data. 2025 Jul 24;12(1):1293. doi: 10.1038/s41597-025-05576-7.

Abstract

Motion modeling and variability analysis bear the potential to identify movement pathology but require profound data. We introduce a systematic dataset of 3D center-out task-space trajectories of human hand transport movements in a standardized setting. This set-up is characterized by reproducibility, leading to reliable transferability to various locations. The transport tasks consist of grasping a cylindrical object from a unified start position and transporting it to one of nine target locations in unconstrained operational space. The measurement procedure is automatized to record ten trials per target location and participant. The dataset comprises 90 movement trajectories for each hand of 31 participants without known movement disorders (21 to 78 years), resulting in 5580 trials. In addition, handedness is determined using the EHI. Data are recorded redundantly and synchronously by an optical tracking system and a single IMU sensor. Unlike the stationary capturing system, the IMU can be considered a portable, low-cost, and energy-efficient alternative to be implemented on embedded systems, for example in medical evaluation scenarios.

摘要

运动建模和变异性分析有识别运动病理学的潜力,但需要大量数据。我们引入了一个系统数据集,该数据集包含在标准化环境中人类手部运输运动的三维中心向外任务空间轨迹。这种设置的特点是具有可重复性,从而能够可靠地转移到不同地点。运输任务包括从统一的起始位置抓取一个圆柱形物体,并将其运输到无约束操作空间中的九个目标位置之一。测量过程自动化,每个目标位置和参与者记录十次试验。该数据集包含31名无已知运动障碍(21至78岁)参与者每只手的90条运动轨迹,共计5580次试验。此外,使用爱丁堡手部偏好量表(EHI)确定利手。数据由光学跟踪系统和单个惯性测量单元(IMU)传感器进行冗余和同步记录。与固定捕获系统不同,IMU可被视为一种便携式、低成本且节能的替代方案,可在嵌入式系统上实现,例如在医学评估场景中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ce22/12290106/1aafc6b93ffe/41597_2025_5576_Fig1_HTML.jpg

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