DocumentCode
2773148
Title
A simple platform of brain-controlled mobile robot and its implementation by SSVEP
Author
Zhang, Cheng ; Kimura, Yosuke ; Higashi, Hiroshi ; Tanaka, Toshihisa
Author_Institution
Dept. of Electr. & Electron. Eng., Tokyo Univ. of Agric. & Technol., Tokyo, Japan
fYear
2012
fDate
10-15 June 2012
Firstpage
1
Lastpage
7
Abstract
Brain-computer interfacing (BCI) is an emerging technology to translate non-invasively measured brain signals into commands, providing an additional communication channel. This paper develops a BCI platform to remotely control a mobile robot through the Internet. The platform consists of a server computer for EEG signal acquisition and signal processing/classification and a bluetooth controlled robot carrying an Android smartphone. The smartphone can give a visual feedback via the Internet to the user with its phone camera. The Android smartphone transfers the command from the server to the robot and transmits video stream to the server for the feedback to the user. It is also shown to employ the steady state visual evoked potentials (SSVEP) to classify commands. We propose a method for detecting the idle state when a user does not gaze any visual stimuli.
Keywords
Bluetooth; Internet; brain-computer interfaces; control engineering computing; electroencephalography; mobile computing; mobile robots; signal classification; signal detection; smart phones; telerobotics; video streaming; visual evoked potentials; Android smartphone; BCI platform; Bluetooth controlled robot; EEG signal acquisition; Internet; SSVEP; brain-computer interfacing; brain-controlled mobile robot; communication channel; noninvasively measured brain signal translation; phone camera; remote control; server computer; signal classification; signal processing; steady state visual evoked potentials; video stream; visual feedback; Correlation; Covariance matrix; Electroencephalography; Robots; Servers; Smart phones; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks (IJCNN), The 2012 International Joint Conference on
Conference_Location
Brisbane, QLD
ISSN
2161-4393
Print_ISBN
978-1-4673-1488-6
Electronic_ISBN
2161-4393
Type
conf
DOI
10.1109/IJCNN.2012.6252579
Filename
6252579
Link To Document