eprintid: 4917
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/49/17
datestamp: 2023-11-09 16:16:37
lastmod: 2023-11-09 16:16:37
status_changed: 2023-11-09 15:59:54
type: conference_item
metadata_visibility: show
creators_name: Almahasneh, H.S.
creators_name: Kamel, N.
creators_name: Malik, A.S.
creators_name: Wlater, N.
creators_name: Chooi, W.T.
title: EEG based driver cognitive distraction assessment
ispublished: pub
keywords: Feature extraction; Signal detection; Singular value decomposition, Analysis method; Cognitive distractions; Cognitive state; EEG signals; Electroencephalogram signals; Research communities; Simulated driving, Electroencephalography
note: cited By 10; Conference of 2014 5th International Conference on Intelligent and Advanced Systems, ICIAS 2014 ; Conference Date: 3 June 2014 Through 5 June 2014; Conference Code:107042
abstract: The assessment of a drivers' cognitive distraction during driving is a challenging topic in research community. This paper states the ongoing research assessing driver's cognitive distraction using simulated driving. The driver's cognitive distraction detection is based on the analysis of EEG signal. A new analysis method based on Singular Value Decomposition (SVD) is introduced for the extraction of feature from the Electroencephalogram (EEG) signals. Hence, the results obtained consist in high accurate detection of the driver's cognitive state. © 2014 IEEE.
date: 2014
publisher: IEEE Computer Society
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84906350444&doi=10.1109%2fICIAS.2014.6869460&partnerID=40&md5=4d3cab33a7f9babf1233b47c49659ee3
id_number: 10.1109/ICIAS.2014.6869460
full_text_status: none
publication: 2014 5th International Conference on Intelligent and Advanced Systems: Technological Convergence for Sustainable Future, ICIAS 2014 - Proceedings
place_of_pub: Kuala Lumpur
refereed: TRUE
isbn: 9781479946549
citation:   Almahasneh, H.S. and Kamel, N. and Malik, A.S. and Wlater, N. and Chooi, W.T.  (2014) EEG based driver cognitive distraction assessment.  In: UNSPECIFIED.