• DocumentCode
    3733996
  • Title

    Electroencephalogram based brain concentration and its human computer interface application

  • Author

    Di Xiao;Wentao Zhang

  • Author_Institution
    School of Information Science and Technology, Southeast University, Nanjing, China
  • fYear
    2015
  • Firstpage
    21
  • Lastpage
    24
  • Abstract
    Electroencephalogram (EEG) signal has been studied as a biological signal input for human-computer interaction. This research defines a control signal - focus value R to measure the concentration degree of human brain. According to frequency band, human brain waves have been classified to, such as alpha wave, beta wave, theta wave, delta wave. The focus value R is the ratio of beta wave´s and theta wave´s total power on frequency domain. The research then attests to the reasonable representing of brain concentration with R. To conclude, the research utilizes the self-controlled brain concentration degrees (the levels an individual can pay attention) into a human-computer interface application (HCI) like music control, which can be used for the disabled like Parkinson´s disease patients to change music volume and switch as they like.
  • Keywords
    "Electroencephalography","Human computer interaction","Frequency-domain analysis","Real-time systems","Electrodes","Information science","Biology"
  • Publisher
    ieee
  • Conference_Titel
    Computer and Communications (ICCC), 2015 IEEE International Conference on
  • Print_ISBN
    978-1-4673-8125-3
  • Type

    conf

  • DOI
    10.1109/CompComm.2015.7387533
  • Filename
    7387533