Monitoring of Driver's Fatigue - Statistical Analysis of Test Driver Trajectories in Various Environments and in Different Driver Stress Degrees
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F12%3APU100173" target="_blank" >RIV/00216305:26220/12:PU100173 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Monitoring of Driver's Fatigue - Statistical Analysis of Test Driver Trajectories in Various Environments and in Different Driver Stress Degrees
Original language description
The aim of this work was to develop a methodology for measuring and evaluation of dynamic behavior of the driver in various environments, to determine the differences between the behavior of unwearied and fatigued driver and to propose a development of a mechanism for detection of dangerous situations. Sets of test drives with unwearied drivers were performed on a highway, in the tunnel and at the simulator, followed by statistical analysis. The most suitable characteristics were determined and used for comparison with data obtained from test drives performed within 24 Hours. Allan deviation and Poincaré distance are the best parameters for the determination of driver's behavior, because these parameters are calculated from neighboring consecutive samples and carry immediate information about changes of driver's performance. In the experiments with fatigue-influenced driver, the case of vehicle going to get out of the traffic line was well detectable.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
AQ - Safety and health protection, safety in operating machinery
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA102%2F09%2F1897" target="_blank" >GA102/09/1897: Safety of Car Transportation</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of 11th IFAC/IEEE International Conference on Programmable Devices and Embedded Systems
ISBN
978-3-902823-21-2
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
1-5
Publisher name
IFAC-PapersOnLine/Elsevier
Place of publication
Brno
Event location
Brno
Event date
May 23, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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