Publication Details

Pilot's Attention Distribution Modeling Using Hidden Markov Models

HANÁK, J.; VLK, J.; CHUDÝ, P. Pilot's Attention Distribution Modeling Using Hidden Markov Models. ICAS PROCEEDINGS. ICAS Proceedings. Stockholm, Sweden: International Council of the Aeronautical Sciences, 2022. p. 1-12. ISSN: 2958-4647.
Czech title
Modelování distribuce pozornosti pilota s využitím skrytých Markovových modelů
Type
conference paper
Language
English
Authors
Hanák Jiří, Ing. (DCGM)
Vlk Jan, Ing., Ph.D. (FIT)
Chudý Peter, doc. Ing., Ph.D., MBA (DCGM)
URL
Keywords

pilot, aircraft, eye tracking, Hidden Markov Models

Abstract

The attention distribution over the instrument panel in flight is a significant indicator of pilots cognitive state. A major difference between a rookie and experienced pilot can be observed through the means of perceiving the environment and processing the information gathered from the flight instruments. Then such attention distribution models is a part of pilot behavior modeling and even pilot identification or classification. This work is focused on fusion of the eye-tracking data with the flight variables acquired during simulated flight experiments. The flight data itself were collected in a series of experimental simulated flight tasks performed by real pilots with a different level of experience.

Published
2022
Pages
1–12
Journal
ICAS Proceedings, no. 11, ISSN 2958-4647
Proceedings
ICAS PROCEEDINGS
Publisher
International Council of the Aeronautical Sciences
Place
Stockholm, Sweden
BibTeX 
@inproceedings{BUT182524,
  author="Jiří {Hanák} and Jan {Vlk} and Peter {Chudý}",
  title="Pilot's Attention Distribution Modeling Using Hidden Markov Models",
  booktitle="ICAS PROCEEDINGS",
  year="2022",
  journal="ICAS Proceedings",
  number="11",
  pages="1--12",
  publisher="International Council of the Aeronautical Sciences",
  address="Stockholm, Sweden",
  issn="2958-4647",
  url="https://www.icas.org/ICAS_ARCHIVE/ICAS2022/data/papers/ICAS2022_0721_paper.pdf"
}
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