Smart Wearables for Tennis Game Performance Analysis

M. Kos, I. Kramberger
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引用次数: 2

Abstract

For monitoring the progress of athletes in various sports and disciplines, several different approaches are nowadays available. Recently, miniature wearables have gained popularity for this task due to being lightweight and typically cheaper than other approaches. They can be positioned on the athlete’s body, or in some cases, the devices are incorporated into sports requisites, like tennis racquet handles, balls, baseball bats, gloves, etc. Their purpose is to monitor the performance of an athlete by gathering essential information during match or training. In this chapter, the focus will be on the different possibilities of tennis game monitoring analysis. A miniature wearable device, which is worn on a player’s wrist during the activity, is going to be presented and described. The smart wearable device monitors athletes’ arm movements with sampling the output of the 6 DOF IMU. Parallel to that, it also gathers biometric information like pulse rate and skin temperature. All the collected information is stored locally on the device during the sports activity. Later, it can be downloaded to a PC and transferred to a cloud-based service, where visualization of the recorded data and more detailed game/training statistics can be performed.
用于网球比赛表现分析的智能可穿戴设备
为了监测运动员在各种运动和学科中的进步,现在有几种不同的方法可用。最近,微型可穿戴设备由于重量轻且通常比其他方法便宜而在这项任务中受到欢迎。它们可以放置在运动员身上,或者在某些情况下,这些设备被整合到运动必需品中,如网球拍把手、球、棒球拍、手套等。他们的目的是通过在比赛或训练中收集基本信息来监测运动员的表现。在本章中,重点将放在网球比赛监测分析的不同可能性上。将展示和描述一种微型可穿戴设备,在活动期间佩戴在玩家的手腕上。智能可穿戴设备通过采样6自由度IMU的输出来监测运动员的手臂运动。与此同时,它还能收集脉搏和皮肤温度等生物特征信息。在体育活动期间,所有收集到的信息都会本地存储在设备上。之后,它可以下载到PC上,并转移到基于云的服务中,在那里可以执行记录数据的可视化和更详细的游戏/训练统计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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