在跑步机和地面运行期间,预测可穿戴IMU的超越
Lauren M Baker1, Ali Yawar2, Daniel E Lieberman2
1John A. Paulson School of Engineering and Applied Sciences, Harvard University, 150 Western Avenue, Boston, MA, 02134, USA.
Scientific reports
|March 16, 2024
概括
可穿戴的惯性测量单元 (IMU) 可以准确预测超行,这是跑步伤害的关键因素. 这项技术为预防伤害提供了对跑步形式的洞察.
科学领域:
- 生物力学 生物力学
- 运动医学 运动医学
- 可穿戴技术可穿戴技术
背景情况:
- 跑步伤害很常见,但由于有限的现实世界生物力学数据,其原因尚未完全理解.
- 过度步行,将脚远远落在身体前面,是导致受伤风险的潜在因素.
研究的目的:
- 为了调查可穿戴惯性测量单元 (IMU) 是否可以预测超行.
- 为了探索超和下肢段角之间的关系.
- 评估IMU测量的生物力学与冲击力之间的相关性.
主要方法:
- 十名休跑步者系统地改变了他们的步伐,在跑步机上超越步伐,并在地面上跑步.
- 运动捕捉和IMU记录了下肢角段的角度.
- 线性混合模型分析了细分角度,超和峰值制动力之间的关系.
主要成果:
- 用IMU测量的斜腰段角解释了95% (跑步机) 和98% (地面) 的超变异.
- IMU数据与峰值制动力相关,解释了88% (跑步机) 和80% (地面) 的变异.
- 通过使用IMU,在预测超和冲击力方面表现出高准确度.
结论:
- 可穿戴的IMU可以有效地预测超越,并与运行时的冲击力相关联.
- IMU显示出对运行形式的现实世界生物机械分析的潜力.
- 这项技术可以实现未来的干预措施,以预防跑步伤害.
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