DocumentCode :
174027
Title :
A collaborative BCI system based on P300 signals as a new tool for life log indexing
Author :
Touyama, Hideaki
Author_Institution :
Fac. of Inf. Syst. Eng., Toyama Prefectural Univ., Imizu, Japan
fYear :
2014
fDate :
5-8 Oct. 2014
Firstpage :
2843
Lastpage :
2846
Abstract :
Analyses on single-trial ElectroEncephaloGram (EEG) have been investigated toward realizing real-time Brain-Computer Interface (BCI). In general, the information transfer rates of current BCI systems with single-trial EEG are generally lower than those with averaging EEG. In recent years, the concept of collaborative EEG analyses has been proposed with the purpose of improving the BCI performances with collaborative single-trial EEGs of individuals. In this paper, a collaborative BCI system is developed based on P300 evoked potentials. The collaborative BCI system with Global Positioning System (GPS) can be operated with three subjects by using three wearable EEG recording devices and wireless communications. As the results, the P300 waveforms could be observed and it was found that the collaborative P300 analyses could improve the BCI performances than individual P300 analyses. The result of this study is to be applied to P300-based big data mining and life log indexing, in particular, in outdoor environment.
Keywords :
Big Data; Global Positioning System; brain-computer interfaces; data mining; electroencephalography; groupware; indexing; GPS; P300 evoked potentials; P300 signals; P300-based big data mining; collaborative BCI system; collaborative single-trial EEG; global positioning system; life log indexing; real-time brain-computer interface; single-trial electroencephalogram; wearable EEG recording devices; wireless communications; Accuracy; Collaboration; Electroencephalography; Feature extraction; Global Positioning System; Indexing; Signal processing; Big data; Collaborative Brain-Computer Interface (BCI); ElectroEncephaloGram (EEG); Event-Related Potential (ERP); Global Positioning System (GPS); Indexing; Life Log; P300;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
Type :
conf
DOI :
10.1109/SMC.2014.6974360
Filename :
6974360
Link To Document :
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