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Analysis of Movement Effectiveness in Badminton Strokes with Accelerometers

机译:加速度计羽毛球冲程运动效能分析

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The paper focuses on the relevance of three-axis accelerometers and the badminton swing movement coordination and stability. Some of the studies used recording devices or optical instrument to analyze the player's actions, this method is limited by the venue, as well as photography dead, privacy issues, cost, complexity is high. In this paper, the method can effectively solve these problems. The methods uses less computing complexity, achieve effective analysis badminton swing action. After obtaining the three-axis acceleration value, use low pass filtering process for the noise. The characteristic values of different parts of the swing use neural networks to classify the action into error and correct operation provides different feedback for user. We analyzed the data of badminton clear. In the future, we will analysis other strokes in badminton.
机译:本文重点介绍三轴加速度计和羽毛球摆动运动协调和稳定性的相关性。一些研究用了记录装置或光学仪器来分析玩家的动作,这种方法受到场地的限制,以及摄影死亡,隐私问题,成本,复杂性高。在本文中,该方法可以有效地解决这些问题。该方法使用较少的计算复杂性,实现了有效的分析羽毛球摆动动作。获得三轴加速度值后,使用低通滤波处理噪声。 Swing的不同部分的特征值使用神经网络将动作分类为误差,并且正确的操作为用户提供了不同的反馈。我们分析了羽毛球的数据清除。在未来,我们将分析羽毛球的其他笔画。

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