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Correlation Analysis Between Tennis Swing Features and Tennis Skillfulness Using Six-Axis Sensor

机译:使用六轴传感器网球摆动特征与网球技能的相关分析

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In this study, we are developing a training support system that can measure swing motion and advise players. In this paper, we propose seven features for evaluating swing forms using a six-axis sensor. Also, we measured the swing motions of tennis players at various levels with a sensor mounted on the racket and extracted the features. We defined skillfulness based on control and ball speed. Then, we analyzed the correlation between the features and the skillfulness. As a result, a correlation was found between several features and the skillfulness, suggesting that utilize the features to evaluate swings.
机译:在这项研究中,我们正在开发一个培训支持系统,可以衡量摆动运动和建议玩家。在本文中,我们提出了使用六轴传感器评估摆动形式的七个特征。此外,我们以各个级别测量了网球运动员的摆动运动,其中传感器安装在球拍上并提取特征。我们根据控制和球速度定义了熟练度。然后,我们分析了特征与熟练性之间的相关性。结果,在若干特征和技术之间发现了相关性,建议利用特征来评估摇摆。

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