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
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;
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
DOI :
10.1109/BRC.2014.6880969