利用可穿戴式传感器支持棒球初学者击球的有效系统

J. Data Intell. Pub Date : 2020-06-01 DOI:10.26421/JDI1.2-2
Hiroaki Ito, Y. Gotoh
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引用次数: 0

摘要

最近,利用传感器或摄像机数据提高运动技能的支援系统备受关注。由于大多数这些系统是为专业运动员开发的,很少有初学者可以使用。在棒球运动中,击球技巧一般是通过棒球专家的口述动作来掌握的,初学者很难理解棒球专家的技术水平所给出的建议。在本文中,我们提出了一种支持系统,通过分析棒球运动员的击球姿势,使用可穿戴传感器如加速度和角速度传感器来提高初学者的击球技能。在我们提出的系统中,初学者基于可穿戴传感器挥拍,该传感器由三轴加速度传感器和角速度传感器组成,连接到球拍和身体。接下来,棒球专家可以通过测量挥棒的传感器值来分析初学者击球姿势的修改。在评价结果中,我们提出的系统分析了专家和棒球初学者击球姿势的差异,证实了我们可以有效地支持棒球初学者的击球技巧。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Efficient System for Supporting Bat Swing of Beginners in Baseball Using Wearable Sensors
Recently a support system that improves sports skills using sensor or video camera data is attracting great attention. Since most of these systems are developed for professional athletes, few are available for beginners. In baseball, since hitting skills are generally acquired based on oral pantomimed by baseball experts, it is difficult for beginners to understand the advice based on the skill level of baseball experts. In this paper, we propose a support system through which beginners improve their hitting skills by analyzing the batting stance of baseball players using such wearable sensors as acceleration and angular velocity sensors. In our proposed system, beginners swing based on wearable sensors that compose a triaxial acceleration sensor and an angular velocity sensor to the bat and the body. Next, experts in baseball can analyze the modification of the batting stance of beginners by measuring the sensor values of the swing. In the evaluation result, our proposed system analyzed the differences of batting stance between experts and beginners in baseball and confirmed that we can effectively support the hitting skill of baseball beginners.
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