惯性测量单元位置的0.05米变化会在运行过程中改变时间和频率域指标
Dovin Kiernan1, Zachary David Katzman2,3, David A Hawkins1,2
1Biomedical Engineering Graduate Group, University of California Davis, Davis, CA 95616, USA.
Sensors (Basel, Switzerland)
|January 26, 2024
概括
惯性测量单元 (IMU) 的位置准确性对于可靠的运行生物力学至关重要. 即使是IMU位置的小变化也可以显著改变步态分析数据,影响力和时间测量.
科学领域:
- 生物力学 生物力学
- 运动科学 运动科学 运动科学
- 可穿戴技术可穿戴技术
背景情况:
- 惯性测量单元 (IMU) 提供了有价值的现实世界运行数据.
- 由于位置变化或在使用期间的移动,IMU信号的准确性可能会受到损害.
研究的目的:
- 量化IMU错位对运行生物力学数据的影响.
- 评估下游对步态参数的影响,并确定潜在的错误来源.
主要方法:
- 在74名跑步者的腿部,骨盆或十字骨上比较了参考和"错位"IMU (0.05米偏移) 的数据.
- 使用根平均平方误差 (RMSEs),峰值大小/时间差异和频率域分析分析差异.
- 从两个IMU位置得出的初始/终端接触时间和垂直地面反应力.
主要成果:
- RMSE低于1g和1rad/s,但峰值差异达到了2.45g和2.48rad/s.
- 接触时间和力量的平均差异分别达到 -10.08 ms 和 95.06 N.
- 观察到高连贯性 (≤10 Hz),在可穿戴与分段坐标系统中误差放大.
结论:
- IMU的放置和移动在运行生物力学数据中引发了重大潜在错误.
- 准确的IMU放置对于有效的现实世界步态分析至关重要.
- 坐标系统的选择可以影响观察到的IMU放置错误的幅度.
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