Brain Computer Interface for Micro-controller Driven Robot Based on Emotiv Sensors

TitleBrain Computer Interface for Micro-controller Driven Robot Based on Emotiv Sensors
Publication TypeJournal Article
Year of Publication2017
AuthorsGargava, P., and K. Asawa
JournalInternational Journal of Interactive Multimedia and Artificial Intelligence
ISSN1989-1660
IssueSpecial Issue on 3D Medicine and Artificial Intelligence
Volume4
Number5
Date Published09/2017
Pagination39-43
Abstract

A Brain Computer Interface (BCI) is developed to navigate a micro-controller based robot using Emotiv sensors. The BCI system has a pipeline of 5 stages- signal acquisition, pre-processing, feature extraction, classification and CUDA inter- facing. It shall aid in serving a prototype for physical movement of neurological patients who are unable to control or operate on their muscular movements. All stages of the pipeline are designed to process bodily actions like eye blinks to command navigation of the robot. This prototype works on features learning and classification centric techniques using support vector machine. The suggested pipeline, ensures successful navigation of a robot in four directions in real time with accuracy of 93 percent.

KeywordsBrain Computer Interface, Emotiv, Medicine, Robotics, Sensor
DOI10.9781/ijimai.2017.457
URLhttp://www.ijimai.org/journal/sites/default/files/files/2016/12/ijimai20174_5_7_pdf_15281.pdf
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ijimai20174_5_7.pdf369.06 KB