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Upper Limb Posture Estimation in Robotic and Virtual Reality-Based Rehabilitation

机译:基于机器人和虚拟现实的康复中的上肢姿势估计

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摘要

New motor rehabilitation therapies include virtual reality (VR) and robotic technologies. In limb rehabilitation, limb posture is required to (1) provide a limb realistic representation in VR games and (2) assess the patient improvement. When exoskeleton devices are used in the therapy, the measurements of their joint angles cannot be directly used to represent the posture of the patient limb, since the human and exoskeleton kinematic models differ. In response to this shortcoming, we propose a method to estimate the posture of the human limb attached to the exoskeleton. We use the exoskeleton joint angles measurements and the constraints of the exoskeleton on the limb to estimate the human limb joints angles. This paper presents (a) the mathematical formulation and solution to the problem, (b) the implementation of the proposed solution on a commercial exoskeleton system for the upper limb rehabilitation, (c) its integration into a rehabilitation VR game platform, and (d) the quantitative assessment of the method during elbow and wrist analytic training. Results show that this method properly estimates the limb posture to (i) animate avatars that represent the patient in VR games and (ii) obtain kinematic data for the patient assessment during elbow and wrist analytic rehabilitation.
机译:新的运动康复疗法包括虚拟现实(VR)和机器人技术。在肢体康复中,需要肢体姿势来(1)在VR游戏中提供肢体真实的表现,以及(2)评估患者的病情改善。在治疗中使用外骨骼设备时,由于人体运动模型和外骨骼运动模型不同,因此无法直接使用其关节角度的测量值来代表患者肢体的姿势。针对此缺点,我们提出了一种方法来估计附着在外骨骼上的人肢体的姿势。我们使用外骨骼关节角度测量和外骨骼在肢体上的约束来估计人类肢体关节角度。本文介绍了(a)该问题的数学公式和解决方案,(b)在用于上肢康复的商业外骨骼系统上实施建议的解决方案,(c)将其集成到康复VR游戏平台中,以及(d )在肘部和腕部分析训练中对该方法进行定量评估。结果表明,该方法可以正确估计肢体姿势,以(i)在VR游戏中代表患者的动画化身,以及(ii)在肘部和腕部分析性康复期间获取运动学数据以进行患者评估。

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