越野滑雪滑冰风格子技术检测和滑雪特征分析在雪上使用高精度GNSS
Shunya Uda1,2, Naoto Miyamoto2, Kiyoshi Hirose2,3
1Graduate School of Health and Sports Science, Doshisha University, 1-3 Tatara Miyakodani, Kyotanabe, Kyoto 610-0394, Japan.
Sensors (Basel, Switzerland)
|September 28, 2024
概括
高精度全球导航卫星系统 (GNSS) 设备在比赛期间准确分类越野滑雪子技术 (G2,G3,G4,G6P). 这项技术为滑冰风格滑雪的训练和战术策略提供了宝贵的见解.
科学领域:
- 运动科学 运动科学 运动科学
- 生物力学 生物力学
- 绩效分析 绩效分析
背景情况:
- 越野滑雪的有效训练和战术策略需要详细的比赛分析.
- 了解滑雪子技术对于优化表现至关重要.
研究的目的:
- 开发一种方法来分类使用高精度动态全球导航卫星系统 (GNSS) 设备的越野滑雪滑冰风格子技术.
- 分析在雪上计时比赛期间的滑雪特征.
主要方法:
- 两名运动员在滑冰风格计时比赛中戴上了GNSS设备.
- 用GNSS数据 (位置,头部运动,地面上的速度) 来定义子技术 (G2,G3,G4,G6P) 的波形模式.
- 根据视频分析验证了分类准确性.
主要成果:
- 对于G2,G3,G4和G6P子技术,实现了高分类准确率 (95.0%98.8%).
- 确定G4子技术是最快的.
- 滑雪运动员之间的子技术选择各不相同,受滑雪速度和赛道倾斜度的影响.
结论:
- 高精度的动态GNSS设备可以准确地分类滑冰风格越野滑雪中的子技术.
- 这些设备为检测滑雪特征提供了有价值的数据.
- 调查结果为运动员和教练提供了实际见解,以加强训练和战略开发.
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