了解基于加速的负载指标:从概念到实施
João Freitas1, Alexandre Moreira1,2, João Carvalho3,4
1Faculty of Sport, University of Porto, 4200-450 Porto, Portugal.
Sensors (Basel, Switzerland)
|May 14, 2025
概括
基于加速度计的指标对于管理团队运动中的运动员负载至关重要. 这项研究澄清了度量差异,建议基于加速度的测量比基于导数的测量更好地标准化和准确.
科学领域:
- 运动科学 运动科学 运动科学
- 生物力学 生物力学
- 可穿戴技术可穿戴技术
背景情况:
- 基于加速度计的可穿戴设备对于监控训练和在入侵团队运动中匹配负载具有成本效益.
- 不一致的结果来自于众多,算法多样化的加速衍生的指标,阻碍了跨研究的比较.
- 需要进行标准化,以确保可穿戴设备的可靠和可比数据.
研究的目的:
- 审查全身机械负载指标的数学程序.
- 为了澄清各种加速衍生指标之间的概念差异.
- 建议改进以加强这些指标的标准化.
主要方法:
- 合成数据被用来调查指标之间的概念差异.
- 分析了精英手球训练 (463个时间系列,16名球员) 的实验加速度数据.
- 实施了纠正的方程,并检查了统计关系.
主要成果:
- 基于导数的指标 (Jerk Modulus,cAccel'Rate) 与基于加速的指标 (uDSL,Body Load) 相比,会放大噪声.
- 总计的度量值在实验数据中几乎相同.
- 时间序列比较显示Jerk Modulus和cAccel'Rate是相似的,而身体负载是不同的.
结论:
- 基于加速度的指标比基于负载管理的衍生指标要好.
- 体育科学家应该领导度量发展,确保严谨性和透明度.
- 防止使用不清楚计算的指标进行商业重新命名对于科学完整性至关重要.
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