DocumentCode
678040
Title
Ambulatory Brain-Computer Interface in Outdoor Environment toward Indexing of Lifelog
Author
Touyama, Hideaki ; Maeda, Kumiko
Author_Institution
Toyama Prefectural Univ., Toyama, Japan
fYear
2013
fDate
13-16 Oct. 2013
Firstpage
3396
Lastpage
3401
Abstract
Brain-Computer Interface (BCI) has been more and more investigated today by using ElectroEncephaloGram (EEG). Usually, the BCI is applied to the subjects in sitting conditions to have high quality of the EEG. Such limited condition has prevented the users to use the novel interfacing system in their ordinary lives. In this paper, toward the life log application, we developed a prototype of wearable BCI system which enables us to operate it in ambulatory condition in outdoor environment. By using the auditory stimulations in oddball paradigm, the EEG was recorded in learning phase, and the classification of P300 signals was performed in the following testing phase. The users equipped the system and walked in outdoor to make online life log indexing. As the results, in this preliminary study, it is suggested that the BCI system could successfully record the target scenes in real-time only from the user´s brain activities.
Keywords
brain-computer interfaces; electroencephalography; learning (artificial intelligence); medical signal processing; signal classification; EEG; P300 signal classification; ambulatory brain-computer interface; ambulatory condition; auditory stimulations; electroencephalogram; learning phase; oddball paradigm; online lifelog indexing; ordinary lives; outdoor environment; sitting conditions; user brain activities; wearable BCI system; Educational institutions; Electrodes; Electroencephalography; Feature extraction; Indexing; Legged locomotion; Testing; Ambulatory Brain-Computer Interface (BCI); ElectroEncephaloGram (EEG); Indexing; Lifelog; Outdoor; P300; Wearable;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location
Manchester
Type
conf
DOI
10.1109/SMC.2013.579
Filename
6722332
Link To Document