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Updated: Sep 16, 2025

An Inertial Measurement Unit Based Method to Estimate Hip and Knee Joint Kinematics in Team Sport Athletes on the Field
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An Inertial Measurement Unit Based Method to Estimate Hip and Knee Joint Kinematics in Team Sport Athletes on the Field

Published on: May 26, 2020

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使用基于IMU传感器的神经网络模型预测运行的垂直地面反应力

Shangxiao Li1, Jiahui Pan1, Dongmei Wang2

  • 1Research Center for Sports Psychology and Biomechanics, China Institute of Sport Science, Beijing 100061, China.

Sensors (Basel, Switzerland)
|July 12, 2025
PubMed
概括

这项研究开发了一种同步方法和人工神经网络 (ANN) 模型,用于使用惯性测量单元 (IMU) 数据在运行时预测垂直地面反应力 (vGRF). 这些模型准确地预测了vGRF,为个性化的下肢负荷监测提供了潜力.

关键词:
人工神经网络的人工神经网络与跑步有关的受伤.同步算法的同步算法可穿戴式传感器传感器

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