一种用于运动表现分析和监测的可穿戴设备

R. Iervolino, F. Bonavolontã, A. Cavallari
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引用次数: 15

摘要

在本文中,考虑使用可穿戴设备来评估运动员在她/他的体育活动中的表现。初步步骤包括在整个实验过程中以足够高的采样率记录运动变量。收集到的数据然后通过基于pc的应用程序进行详细阐述,以确定系统动力学并得出一些综合性能指标,同时考虑到体育专业人士的经验。指标的提取基于基本的信号处理,可以通过直接在设备的微控制器(MCU)上运行的算法实现。关键指标值可以通过使用一个可用的无线网络连接以降低的传输速率发送到其他电子设备。本文还报道了一些实验数据来说明该方法的有效性。
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A wearable device for sport performance analysis and monitoring
In this paper the use of a wearable device is considered in order to evaluate the performance of an athlete during her/his sport activities. The preliminary step consists of recording the motion variables at a sufficiently high sampling rate throughout the experimental campaign. The collected data are then elaborated by a PC-based application to identify the system dynamics and derive some synthetic performance indicators, by taking into account also the experience of the sport professionals. The extraction of the indicators is based on basic signal processing that can be implemented in algorithms run directly on the microcontroller unit (MCU) of the device. The key indicators values can be sent to other electronic devices by using one of the available wireless network connections at a reduced transmission rate. Some experimental data are also reported to illustrate the effectiveness of the approach.
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