Detail publikace

Pilot's Attention Distribution Modeling Using Hidden Markov Models

HANÁK, J. VLK, J. CHUDÝ, P.

Originální název

Pilot's Attention Distribution Modeling Using Hidden Markov Models

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

pilot, aircraft, eye tracking, Hidden Markov Models

Autoři

HANÁK, J.; VLK, J.; CHUDÝ, P.

Vydáno

28. 11. 2022

Nakladatel

International Council of the Aeronautical Sciences

Místo

Stockholm, Sweden

ISSN

2958-4647

Periodikum

ICAS Proceedings

Číslo

11

Stát

Spolková republika Německo

Strany od

1

Strany do

12

Strany počet

12

URL

https://www.icas.org/ICAS_ARCHIVE/ICAS2022/data/papers/ICAS2022_0721_paper.pdf

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"
}