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
Link To Document