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Human Locomotion Analysis: Identifying a Dynamic Mapping Between Upper and Lower Limb Joints Using the Koopman Operator

机译:人体运动分析:使用Koopman运算符识别上肢和下肢关节之间的动态映射

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Human locomotion is a complex process that shows some inherent synergies and coordination, also called inter-joint coordination, between the upper and lower limbs. In this paper, we investigate the use of Koopman operator to identify a dynamic mapping between an upper limb and its contra-lateral lower limb in the human locomotion. We perform a human locomotion analysis in the sagittal plane and restrict the study to the forward motion; more specifically, a straight walking task at a constant speed. We use canes as walking aids to provide additional information about the terrain and enforce a frequency locking between the upper and lower body. This mapping will provide a model of the human locomotion.
机译:人的运动是一个复杂的过程,表明了上下肢和下肢之间也称为联合间协调的一些固有的协同和协调。在本文中,我们调查了Koopman操作员在人类运动中识别上肢与其对冲下肢之间的动态映射。我们在矢状平面中进行人体运动分析,并将研究限制为前进运动;更具体地说,以恒定速度的直行任务。我们使用CANES作为行走助剂,提供有关地形的额外信息,并在上半身之间实施频率锁定。此映射将提供人类运动的模型。

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