期刊文献+

通用USB脑电采集及压力状态分析系统开发

The Development of General USB EEG Acquisition and Pressure Analysis System
下载PDF
导出
摘要 介绍了一种基于USB的通用脑电采集及压力状态分析系统。该系统借助当前流行的JavaFX技术实现了对一般脑电设备的数据采集和多形态可视化。可视化工作用视觉表现脑电数据,即将数据中隐含的某种有规律的特征信息转化为一个表特征模型,可以让用户不经过分析庞大的原始数据,就可以得到一个所需结果的直观图形。基于系统采集的脑电数据,对用户的压力状态进行了初步分类和分析,并在可视化系统帮助下利用生物反馈技术实现了用户的主动压力缓解。 This paper gives a method to develop an EEG acquisition and pressure analysis system based on general USB in- terface. The system realized data acquisition and visualization of brain electrical signal by the current popular JavaFX technology. Visualization makes the EEG data to be performed in visual , which means that transform the regular feature in- formation which is bidden in the data to a visible feature model. Further, based on the EEG data acquisition system,the pressure state of the users could be classified and analyzed. Users could release their pressure actively by using biofeedback technique with the system's help.
出处 《软件导刊》 2016年第10期71-75,共5页 Software Guide
基金 北京市教委本科生培养-大学生科研训练项目(5111623400)
关键词 EEG 数据可视化 USB数据采集 压力状态分析 生物反馈 EEG Data Visualization USB Data Acquisition Pressure State Analysis Biological Feedback
  • 相关文献

参考文献4

二级参考文献15

  • 1王志冰,李汉强.基于USB总线的数据采集系统的设计与实现[J].武汉理工大学学报(交通科学与工程版),2005,29(5):758-761. 被引量:6
  • 2韩伟,张泾周,刘园园,张光磊.脑电节律提取的小波变换方法[J].中国医疗器械杂志,2006,30(1):19-21. 被引量:5
  • 3肖珊,柳仕飞.便携式心电监护仪中信号采集电路的设计[J].中国高新技术企业,2007(6):80-80. 被引量:2
  • 4Sanders P. First Steps in Counselling: A Students' Companion for Basic Introductory Courses. 3 rd Edition. Ross - on - Wye: PCCS Books ,2002.3--4.
  • 5Picard R W.Affective Computing[M].Cambridge,UK:MIT Press,1997.
  • 6Picard R W,Vyzas E,Healey J.Toward Machine Emotional Intelligence:Analysis of Affective Physiological State[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2001,23(10):1175-1191.
  • 7Kim K H,Bang S W,Kim S R.Emotion Recognition System Using Short-term Monitoring of Physiological Signals[J].Med.Boil.Eng.Comput.,2004,42(3):419-427.
  • 8Goronzy A H S,Schaich P,Williams J.Emotion Recognition Using Bio-Sensors:First Step Towards an Automatic System[C]//Proc.of Affective Dialogue Systems,Tutorial and Research Workshop.Kloster Irsee,Germany:[s.n.],2004.
  • 9Wagner J,Kim J,André E.From Physiological Signals to Emotions:Implementing and Comparing Selected Methods for Feature Extraction and Classification[C]//Proc.of ICME'05.Amsterdam,Netherlands:[s.n.],2005.
  • 10Hughes J R.EEG in Clinical Practice[M].[S.l.]:Butterworth-Heinemann,1994.

共引文献29

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部