攀爬运动相位检测*

Vladislavs Dovgalecs, Jérémie Boulanger, D. Orth, R. Hérault, Jean‐François Coeurjolly, K. Davids, L. Seifert
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引用次数: 3

摘要

本研究的目的是提出一种自动检测攀爬中不同类型行为状态的方法。一名登山者用顶绳穿越了一条10米高的轻松路线(法国标准难度为5c)。将5个惯性测量单元(IMU) (3D加速度计、3D陀螺仪、3D磁力计)分别安装在骨盆、双脚和前臂上,分析四肢和骨盆在环境空间中的方向(3D酉矢量)。分割和分类过程支持检测每个IMU的运动和不动阶段。根据肢体和/或骨盆是否在运动,检测到四种行为状态:不动(肢体和骨盆没有运动),保持探索(骨盆没有运动但至少有一个肢体在运动),骨盆运动(骨盆在运动但没有肢体运动)和整体运动(骨盆在运动但至少有一个肢体在运动)。结果表明,攀爬者有10%的时间是不动的,65%的时间是探索点,1%的时间是骨盆运动(表明姿势调节),24%的时间是全身运动(可能表明不同点之间的过渡)。这种新方法可以自动、快速、可靠地检测攀爬行为状态,以方便评估和监测攀爬表现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Movement phase detection in climbing*
The aim of this study was to propose a method to automatically detect the different types of behavioural states in climbing. One climber traversed an easy route (5c difficulty on French scale) of 10 m height with a top-rope. Five inertial measurement units (IMU) (3D accelerometer, 3D gyroscope, 3D magnetometer) were attached to the pelvis, both feet and forearms to analyse the direction (3D unitary vector) of each limb and pelvis in ambient space. Segmentation and classification processes supported detection of movement and immobility phases for each IMU. Depending on whether limbs and/or pelvis were moving, four states of behaviour were detected: immobility (absence of limb and pelvis motion), hold exploration (absence of pelvis motion but at least one limb in motion), pelvis movement (pelvis in motion but absence of limb motion) and global motion (pelvis in motion and at least one limb in motion). Results indicated that the climber spent 10% of time immobile, 65% exploring holds, 1% with pelvis in motion (indicating posture regulation) and 24% in global movement (could indicate transition between holds). This new method allows automatic, rapid and reliable detection of climbing behavioural states to facilitate assessment and monitoring of climbing performance.
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