Publication detail

Monitoring of Driver's Fatigue - Statistical Analysis of Test Driver Trajectories in Various Environments and in Different Driver Stress Degrees

HAVLÍKOVÁ, M. ŠEDIVÁ, S.

Original Title

Monitoring of Driver's Fatigue - Statistical Analysis of Test Driver Trajectories in Various Environments and in Different Driver Stress Degrees

Type

conference paper

Language

English

Original Abstract

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.

Keywords

Driver fatigue, dynamic behavior of driver, analysis of driver trajectory, Allan deviation, Poincare distance

Authors

HAVLÍKOVÁ, M.; ŠEDIVÁ, S.

RIV year

2012

Released

23. 5. 2012

Publisher

IFAC-PapersOnLine/Elsevier

Location

Brno

ISBN

978-3-902823-21-2

Book

Proceedings of 11th IFAC/IEEE International Conference on Programmable Devices and Embedded Systems

Pages from

1

Pages to

5

Pages count

5

BibTex

@inproceedings{BUT94540,
  author="Marie {Havlíková} and Soňa {Šedivá}",
  title="Monitoring of Driver's Fatigue - Statistical Analysis of Test Driver Trajectories in Various Environments and in Different Driver Stress Degrees",
  booktitle="Proceedings of 11th IFAC/IEEE International Conference on Programmable Devices and Embedded Systems",
  year="2012",
  pages="1--5",
  publisher="IFAC-PapersOnLine/Elsevier",
  address="Brno",
  isbn="978-3-902823-21-2"
}