一个基于生理计算的羽毛球训练分析系统

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	一个基于生理计算的羽毛球训练分析系统
	袁中果 ; 罗文灿 ; 田丰
刊名	计算机工程与应用
	2014
卷号	50 期号:12 页码:59-65
关键词	人机交互生理计算心电图 human computer interaction physiological computing Electrocardiogram(ECG)
ISSN号	1002-8331
其他题名	Badminton training analysis system based on physiological computing
中文摘要	通过在国家羽毛球队和北京体育大学的现场调研分析了当前羽毛球训练中存在的问题，针对这些问题设计实现了Physiological Plan系统。系统分为硬件层、数据处理层、算法层和界面层。硬件层采用Berkeley Tricorder平台，数据处理层通过适配器模式将各个传感器的数据统一；算法层包括滤波算法、峰值检测算法以及Outlier检测算法等，界面层与教练进行交互，并将结果呈现给教练。该系统能同时采集和分析运动员的心电图（ECG）、肌电图（EMG）和3D加速度等信息，并将数据分析处理结果反馈给教练，解决了当前羽毛球训练中无法实时采集分析运动员生理数据的问题。实验结果表明该系统可以有效辅助教练员监控和分析运动员训练和比赛时的状态。 Field studies are conducted in China Badminton Team and a badminton team in Beijing Sport University to inves-tigate current common problems in Badminton training. Based on the investigation, Physiological Plan system is designed. It has four levels, including hardware level, data processing level, algorithm level and the interface level. The hardware of Physiological Plan is based on the Berkeley Tricorder platform;data processing level is aiming to transform kinds of sensors to a uniform format;algorithm level includes algorithms of filter, peak finder, outlier detection, etc;coaches interact with the system through the interface level. Physiological Plan can collect ECG, EMG, bioimpedance, 3-axis accelerations of the player, provide real-time feedback of the data to coaches, and help them monitor and analyze the physiological states of the player. The experiment shows that Physiological Plan is valuable for coaches to monitor and analyze the states of players.
英文摘要	Field studies are conducted in China Badminton Team and a badminton team in Beijing Sport University to investigate current common problems in Badminton training. Based on the investigation, Physiological Plan system is designed. It has four levels, including hardware level, data processing level, algorithm level and the interface level. The hardware of Physiological Plan is based on the Berkeley Tricorder platform; data processing level is aiming to transform kinds of sensors to a uniform format; algorithm level includes algorithms of filter, peak finder, outlier detection, etc; coaches interact with the system through the interface level. Physiological Plan can collect ECG, EMG, bioimpedance, 3-axis accelerations of the player, provide real-time feedback of the data to coaches, and help them monitor and analyze the physiological states of the player. The experiment shows that Physiological Plan is valuable for coaches to monitor and analyze the states of players.
收录类别	CSCD
语种	中文
CSCD记录号	CSCD:5159492
公开日期	2014-12-16
内容类型	期刊论文
源URL	[http://ir.iscas.ac.cn/handle/311060/16733]
专题	软件研究所_软件所图书馆_期刊论文
推荐引用方式 GB/T 7714	袁中果,罗文灿,田丰. 一个基于生理计算的羽毛球训练分析系统[J]. 计算机工程与应用,2014,50(12):59-65.
APA	袁中果,罗文灿,&田丰.(2014).一个基于生理计算的羽毛球训练分析系统.计算机工程与应用,50(12),59-65.
MLA	袁中果,et al."一个基于生理计算的羽毛球训练分析系统".计算机工程与应用 50.12(2014):59-65.