eprintid: 4565
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/45/65
datestamp: 2023-11-09 16:16:15
lastmod: 2023-11-09 16:16:15
status_changed: 2023-11-09 15:58:43
type: conference_item
metadata_visibility: show
creators_name: Nisar, H.
creators_name: Yeoh, Q.W.
creators_name: Balasubramanium, H.C.
creators_name: Wei, W.T.
creators_name: Malik, A.S.
title: Analysis of brain activity while performing cognitive actions to control a car
ispublished: pub
keywords: Biomedical engineering; Brain; Electroencephalography; Interfaces (computer); Neurophysiology; Brain computer interface, Brain activity; Cognitive actions; Cognitive state; Electrical activities; Experimental prototype; Expressive actions; Facial Expressions; Lego mindstorms nxt; Physical action, Brain computer interface; Brain
note: cited By 2; Conference of 15th International Conference on Biomedical Engineering, ICBME 2013 ; Conference Date: 4 December 2013 Through 7 December 2013; Conference Code:117089
abstract: In this paper we will present a real time brain computer interface system that operates a LEGO Mindstorms NXT car using the EEG signals produced by the electrical activity of brain. The brain signals are acquired using an EEG device and are translated into signals that can be understood by the NXT car. The NXT car moves according to the instructions provided. The experimental prototype uses an Emotiv EPOC headset that acquires data from 14 sensors to fully control the movement of a NXT Car. We have used the Cognitive states (intent of physical actions) and Expressive states (facial expressions) to control the NXT car. The system achieves more than 90 percent accuracy by using facial expressions however the accuracy of the system using cognitive actions is slightly above 80 percent. This technology is very useful for the disabled and elderly people as well as for those who work in dangerous environments. © Springer International Publishing Switzerland 2014.
date: 2014
publisher: Springer Verlag
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84928250868&doi=10.1007%2f978-3-319-02913-9_245&partnerID=40&md5=587958585306f3f1620b73e189c76e9a
id_number: 10.1007/978-3-319-02913-9₂₄₅
full_text_status: none
publication: IFMBE Proceedings
volume: 43
pagerange: 947-950
refereed: TRUE
isbn: 9783319029122
issn: 16800737
citation:   Nisar, H. and Yeoh, Q.W. and Balasubramanium, H.C. and Wei, W.T. and Malik, A.S.  (2014) Analysis of brain activity while performing cognitive actions to control a car.  In: UNSPECIFIED.