DocumentCode
1786082
Title
Proposal of a Brain Computer Interface to command an autonomous car
Author
Castillo, Javier ; Muller, Sebastian ; Caicedo, Eduardo ; Ferreira De Souza, Alberto ; Bastos, Teodiano
Author_Institution
Post-Grad. Program of Electr. Eng., Fed. Univ. of Espirito Santo, Vitoria, Brazil
fYear
2014
fDate
26-28 May 2014
Firstpage
1
Lastpage
6
Abstract
This paper presents a proposal of Brain Computer Interface (BCI) to command an autonomous car. This BCI is based on the paradigm of visual evoked potentials (VEP) and event-related desynchronization (ERD). A menu interface is presented to the user with disabilities in order he/she can choose a destination for the autonomous car. The selection of the final destination is performed using visual stimuli flickering at different frequencies, analyzed through the analysis of brain signals present at the occipital region of the user´s scalp. The power spectrum of these signals is then obtained, in order to get the frequency of the visual stimulation. Preliminary tests were performed with healthy users and people with disabilities, which reached an average success rate above 90%. The proposed system is also capable of turning on/off the stimuli, thus reducing the fatigue associated with particular visual stimuli.
Keywords
brain-computer interfaces; electroencephalography; fatigue; medical signal detection; medical signal processing; neurophysiology; visual evoked potentials; autonomous car; brain computer interface; brain signal analysis; event-related desynchronization; fatigue reduction; occipital region; power spectrum; visual evoked potentials; visual stimulation frequency; visual stimuli flickering; Brain-computer interfaces; Educational institutions; Equations; Mobile robots; Navigation; Proposals; Visualization; Autonomous Car; Brain Computer Interface; ERD; SSVEP;
fLanguage
English
Publisher
ieee
Conference_Titel
Biosignals and Biorobotics Conference (2014): Biosignals and Robotics for Better and Safer Living (BRC), 5th ISSNIP-IEEE
Conference_Location
Salvador
Print_ISBN
978-1-4799-5688-3
Type
conf
DOI
10.1109/BRC.2014.6880969
Filename
6880969
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