基于可穿戴设备和无线传感器网络(WSN)的户外运动数据监测方案

Lu Jiaxin, Liu Xinmin, Wang Qiurong
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引用次数: 0

摘要

随着计算机硬件的飞速发展,其体积不断缩小,价格却不断降低,推动了可穿戴设备的蓬勃发展。其中,可穿戴设备在医疗诊断和军事侦察方面有着巨大的应用前景。随着传感器的不断多样化和微型化,可穿戴设备也层出不穷。本文提出了一种可穿戴运动识别设备,并研究了基于该设备的一系列惯性信号运动识别算法。可穿戴运动识别设备与光学设备相结合,用于对运动员的身体动态进行无创监测和分析,获取高清视频图像,并通过对视频图像的分析对运动员的位置和运动轨迹进行实时跟踪。本文通过对实验数据的分析和整理,获得了系统监控的户外运动的相关数据。监测结果表明,本文的监测系统具有携带方便、操作简单、实用性强等优点,可以满足户外运动队在不同场地训练时进行数据监测的需要。在该监测系统的实际应用中,教练员可以对当前数据进行有效的分析和整理,从而提高教练员的工作效率和户外运动员的技战术水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Outdoor Sports Data Monitoring Scheme Based on Wearable Devices and Wireless Sensor Networks (WSNs)

Outdoor Sports Data Monitoring Scheme Based on Wearable Devices and Wireless Sensor Networks (WSNs)

With the rapid development of computer hardware, its size continues to shrink, but its price continues to decrease, driving the vigorous development of wearable devices. Among them, wearable devices have enormous application prospects in medical diagnosis and military reconnaissance. With the continuous diversification and miniaturization of sensors, wearable devices are also emerging endlessly. This article proposes a wearable motion recognition device and studies a series of motion recognition algorithms for inertial signals based on this device. Wearable motion recognition devices combined with optical devices are used for non-invasive monitoring and analysis of athletes' body dynamics, obtaining high-definition video images, and real-time tracking of athletes' position and movement trajectory through the analysis of video images. This article analyzes and organizes experimental data to obtain relevant data on outdoor sports monitored by the system. The monitoring results show that the monitoring system in this article has advantages such as portability, ease of operation, and practicality, which can meet the needs of outdoor sports teams for data monitoring during training in different venues. In the practical application of this monitoring system, coaches can effectively analyze and organize the current data, thereby improving the work efficiency of coaches and the technical and tactical level of outdoor athletes.

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