负载增加每步IMU信号衰减,但减少每公里IMU信号衰减
AuraLea Fain1, Bradley C Nindl2, Ayden McCarthy1
1Biomechanics, Physical Performance, and Exercise (BioPPEx) Research Group, Macquarie University, Sydney, Australia; Faculty of Medicine, Health, and Human Sciences, Macquarie University, Sydney, Australia.
Gait & posture
|August 22, 2024
概括
可穿戴式传感器可以检测载荷运输期间物理需求的变化. 虽然负载降低了峰值加速,但它可能会增加下肢的努力,随着距离的推移,总体信号衰减会减少.
科学领域:
- 生物力学和可穿戴传感器技术
- 军事物理性能评估军事物理性能评估
- 人类运动分析分析
背景情况:
- 关于载荷和可穿戴传感器数据对生物力学影响的研究有限.
- 惯性测量单位 (IMU) 显示了估计地面反应力 (GRF) 变量的潜力.
- IMU对军事特定任务需求的敏感性仍然不清楚.
研究的目的:
- 为了确定可穿戴传感器是否能够描述物理负载和需求.
- 评估不同负载,速度和度条件对传感器数据的影响.
- 调查IMU数据与生物力学指标之间的关系.
主要方法:
- 20名娱乐活动参与者携带23公斤的负载,在不同的斜坡上行走和跑步.
- 使用光学运动捕捉 (OMC) 和肢体和骨盆上的IMU进行同步数据收集.
- 使用重复测量ANOVA和线性回归分析8秒的数据窗口.
主要成果:
- 负载降低了脚和骨盆加速,但每步增加了信号衰减.
- 每公里的衰减随着增加的负载而减少.
- 上坡行走显示了最低的衰减;下坡是最大的.
- 减弱措施显示与肢体负面工作的中等相关性.
- 估计代谢成本 (EMC) 与跑步和带有/没有负载的步行有不同的关系.
结论:
- 负载会降低峰值加速,但可能会增加下肢对信号减弱的需求.
- 信号在长距离上的衰减随着增加负载而减少.
- 可穿戴式传感器显示出在各种条件下量化物理需求的潜力.
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