• DocumentCode
    3684001
  • Title

    The portable P300 dialing system based on tablet and Emotiv Epoc headset

  • Author

    Tong Jijun;Zhang Peng;Xiao Ran;Ding Lei

  • Author_Institution
    School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou, 310018, China
  • fYear
    2015
  • Firstpage
    566
  • Lastpage
    569
  • Abstract
    A Brain-computer interface (BCI) is a novel communication system that translates brain signals into a control signal. Now with the appearance of the commercial EEG headsets and mobile smart platforms (tablet, smartphone), it is possible to develop the mobile BCI system, which can greatly improve the life quality of patients suffering from motor disease, such as amyotrophic lateral scleroses (ALS), multiple sclerosis, cerebral palsy and head trauma. This study adopted a 14-channel Emotiv EPOC headset and Microsoft surface pro 3 to realize a dialing system, which was represented by 4×3 matrices of alphanumeric characters. The performance of the online portable dialing system based on P300 is satisfying. The average classification accuracy reaches 88.75±10.57% in lab and 73.75±16.94% in metro, while the information transfer rate (ITR) reaches 7.17±1.80 and 5.05±2.17 bits/min respectively. This means the commercial EEG headset and tablet has good prospect in developing real time BCI system in realistic environments.
  • Keywords
    "Electroencephalography","Headphones","Accuracy","Mobile communication","Brain-computer interfaces","Visualization","Computers"
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Electronic_ISBN
    1558-4615
  • Type

    conf

  • DOI
    10.1109/EMBC.2015.7318425
  • Filename
    7318425