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A pilot study on quantitative analysis for table tennis block using a 3D accelerometer

机译:3D加速度计表网块定量分析的试验研究

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Table tennis is one of the most important Olympic sports, however there were few researches on how to determine or improve the skill level of the players. Accelerometer has received significant attentions due to its compact size, low power consumption and easy integration within a wearable BSN(Body Sensor Networks) node. In this paper a BSN based method using accelarometers was presented to find out the characteristics of players' performance in table tennis block by quantitative analysis. The BSN node was attached to the front of forearm of the racket hand to record the hand activities. Sixteen subjects with different skill levels, which were divided into three groups(advanced, intermediate, and fresh ), participated in this study. Each subject was required to block 100 balls with the same skill. The experiments showed that acceleration was competent for this study, the standard deviations of 100 blocks of the three groups were 0.10, 0.149, and 0.197, respectively, which meaned that better controlled performance was an important feature of higher level, and actions in front-back direction have the biggest impact on table tennis block.
机译:乒乓球是最重要的奥运体育运动之一,然而,关于如何确定或改善玩家的技能水平的研究很少。加速度计由于其紧凑的尺寸,低功耗和可穿戴BSN(身体传感器网络)节点内的易于集成而受到显着的关注。本文提出了一种基于BSN的使用加速度计的方法,以通过定量分析找出表网块中的玩家性能的特征。 BSN节点连接到球拍手的前臂前部,以记录手动活动。具有不同技能水平的十六个受试者,分为三组(先进,中级和新鲜),参与了这项研究。需要每个主题来阻止100个具有相同技能的球。实验表明,加速是该研究的能力,三组的100个块的标准偏差分别为0.10,0.149和0.197,这意味着更好的控制性能是更高水平的重要特征,以及前面的行动后方方向对乒乓球块的影响最大。

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