Methodology and initial analysis results for development of non-invasive and hybrid driver drowsiness detection systems

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Show simple item record Zilberg, E Zheng, MX Burton, D Karrar, M Lal, S 2010-05-28T09:40:39Z 2007
dc.identifier.citation 2007
dc.identifier.isbn 0769528422
dc.identifier.isbn 9780769528427
dc.identifier.other B1 en_US
dc.description.abstract Application of piezofilm movement sensors integrated into the car seat, seat belt and steering wheel was proposed for development of a non-invasive and hybrid systems for detecting driver drowsiness. A car simulator study was designed to collect physiological data for validation of this technology. Methodology for analysis of physiological data, independent assessment of driver drowsiness and development of drowsiness detection algorithm by means of sequential fitting and selection of regression models is presented. Statistical analysis shows that during the episodes of transitions to dangerous levels of drowsiness movement variations recorded by the seat sensors are decreasing. This finding indicates that the piezofilm movement sensors could be used as noninvasive devices for detecting the level of drowsiness on their own or in combination with other physiological signals. © 2007 IEEE.
dc.relation.isbasedon 10.1109/AUSWIRELESS.2007.44
dc.title Methodology and initial analysis results for development of non-invasive and hybrid driver drowsiness detection systems
dc.type Chapter
dc.journal.number en_US
dc.publocation Denmark en_US
dc.identifier.startpage 309 en_US
dc.identifier.endpage 328 en_US SCI.Medical and Molecular Biosciences en_US
dc.conference Verified OK en_US
dc.for 170205 Neurocognitive Patterns and Neural Networks
dc.for 170107 Industrial and Organisational Psychology
dc.personcode 999506
dc.personcode 010322
dc.percentage 60 en_US Industrial and Organisational Psychology en_US
dc.classification.type FOR-08 en_US
dc.edition 1 en_US
dc.custom en_US en_US
dc.location.activity en_US
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Science
pubs.organisational-group /University of Technology Sydney/Strength - Health Technologies
utslib.copyright.status Closed Access 2015-04-15 12:17:09.805752+10
pubs.consider-herdc true
utslib.collection.history Closed (ID: 3)
utslib.collection.history School of Medical and Molecular Sciences (ID: 341)

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