Title :
Emotiv EPOC neuroheadset in brain - computer interface
Author :
Holewa, Karolina ; Nawrocka, Agata
Author_Institution :
Dept. of Process Control, AGH Univ. of Sci. & Technol., Cracow, Poland
Abstract :
In the paper there describes brain - computer interface, controlled by Steady - State Visual Evoked Potentials (SSVEP). This potentials are natural responses to visual stimulus ranging from 3.5 Hz to 75 Hz. In this work to elicit the SSVEP was used LED display consisting of four fields different flickering frequencies (28, 30, 32 and 34 Hz). Commercially available Emotiv EPOC neuroheadset was used to measure the electrical activity of the brain. The BCI system was used to control Lego Mindstorms. All components of the presented system were implemented in LabVIEW environment.
Keywords :
LED displays; brain-computer interfaces; electroencephalography; visual evoked potentials; BCI system; Emotiv EPOC neuroheadset; LED display; LabVIEW environment; Lego Mindstorms; SSVEP; brain electrical activity measurement; brain-computer interface; flickering frequencies; steady-state visual evoked potentials; visual stimulus; Electrodes; Electroencephalography; Image color analysis; Light emitting diodes; Robot sensing systems; Visualization; EEG signals; Emotiv EPOC neuroheadset; biological signals; brain - computer interface (BCI); electroencephalograph; steady - state visual evoked potentials (SSVEP);
Conference_Titel :
Control Conference (ICCC), 2014 15th International Carpathian
Conference_Location :
Velke Karlovice
Print_ISBN :
978-1-4799-3527-7
DOI :
10.1109/CarpathianCC.2014.6843587