TTSwing:一套桌球摇摆和球拍动力学分析数据集
Che-Yu Chou1, Zheng-Hao Chen1, Yung-Hoh Sheu2
1Department of Computer Science and Information Engineering, National Central University, Taoyuan, 320317, Taiwan.
Scientific data
|February 26, 2025
概括
我们介绍了TTSwing,这是一个新的数据集,用于分析乒乓球摇摆,使用精英球员的运动传感器数据. 该资源有助于绩效分析和制定有针对性的培训计划.
科学领域:
- 运动科学 运动科学 运动科学
- 生物力学 生物力学
- 数据科学数据科学数据科学
背景情况:
- 分析乒乓球摆动对于提高表现至关重要.
- 现有的数据集缺乏精英球员的详细动力学数据.
研究的目的:
- 介绍TTSwing,这是一个用于乒乓球摆动分析的新型数据集.
- 为精英运动员提供精确的动态和人口统计数据.
主要方法:
- 采集数据使用定制的球拍手柄与9轴运动传感器.
- 收集了来自台湾93名卓球运动员的数据.
- 详细的数据收集和注释程序.
主要成果:
- 创建了一个全面的乒乓球摆动数据集.
- 包括精确的动态数据和匿名的玩家人口统计数据.
- 通过详细的收集和注释来确保数据质量.
结论:
- TTSwing数据集为球员表现提供了有价值的见解.
- 促进了定制培训计划和生物力学分析的开发.
- 对于科学界来说,这是一个有价值,可复制的资源.
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