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从理论到实践:使用惯性测量单元在轮椅场地和球类运动中监测机械功率输出。

From theory to practice: Monitoring mechanical power output during wheelchair field and court sports using inertial measurement units.

机构信息

Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands.

Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.

出版信息

J Biomech. 2024 Mar;166:112052. doi: 10.1016/j.jbiomech.2024.112052. Epub 2024 Mar 17.

Abstract

An important performance determinant in wheelchair sports is the power exchanged between the athlete-wheelchair combination and the environment, in short, mechanical power. Inertial measurement units (IMUs) might be used to estimate the exchanged mechanical power during wheelchair sports practice. However, to validly apply IMUs for mechanical power assessment in wheelchair sports, a well-founded and unambiguous theoretical framework is required that follows the dynamics of manual wheelchair propulsion. Therefore, this research has two goals. First, to present a theoretical framework that supports the use of IMUs to estimate power output via power balance equations. Second, to demonstrate the use of the IMU-based power estimates during wheelchair propulsion based on experimental data. Mechanical power during straight-line wheelchair propulsion on a treadmill was estimated using a wheel mounted IMU and was subsequently compared to optical motion capture data serving as a reference. IMU-based power was calculated from rolling resistance (estimated from drag tests) and change in kinetic energy (estimated using wheelchair velocity and wheelchair acceleration). The results reveal no significant difference between reference power values and the proposed IMU-based power (1.8% mean difference, N.S.). As the estimated rolling resistance shows a 0.9-1.7% underestimation, over time, IMU-based power will be slightly underestimated as well. To conclude, the theoretical framework and the resulting IMU model seems to provide acceptable estimates of mechanical power during straight-line wheelchair propulsion in wheelchair (sports) practice, and it is an important first step towards feasible power estimations in all wheelchair sports situations.

摘要

在轮椅运动中,一个重要的表现决定因素是运动员-轮椅组合与环境之间交换的功率,简而言之,就是机械功率。惯性测量单元(IMU)可用于估计轮椅运动练习期间交换的机械功率。然而,为了在轮椅运动中有效地将 IMU 应用于机械功率评估,需要一个有充分依据且明确的理论框架,该框架遵循手动轮椅推进的动力学。因此,这项研究有两个目标。首先,提出一个理论框架,通过功率平衡方程来支持使用 IMU 估计功率输出。其次,展示基于 IMU 的功率估计在轮椅推进中的使用,基于实验数据。在跑步机上进行直线轮椅推进时,使用安装在轮子上的 IMU 估计机械功率,并随后将其与作为参考的光学运动捕捉数据进行比较。基于 IMU 的功率是通过滚动阻力(通过阻力测试估计)和动能变化(使用轮椅速度和轮椅加速度估计)计算得出的。结果表明,参考功率值和基于 IMU 的功率(1.8%的平均差异,无统计学意义)之间没有显著差异。由于估计的滚动阻力存在 0.9-1.7%的低估,随着时间的推移,基于 IMU 的功率也会被低估。总之,理论框架和由此产生的 IMU 模型似乎可以为轮椅(运动)实践中直线轮椅推进期间的机械功率提供可接受的估计,这是在所有轮椅运动情况下实现可行功率估计的重要第一步。

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