Pilot's Attention Distribution Modeling Using Hidden Markov Models

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F22%3APU147437" target="_blank" >RIV/00216305:26230/22:PU147437 - isvavai.cz</a>

Result on the web

<a href="https://www.icas.org/ICAS_ARCHIVE/ICAS2022/data/papers/ICAS2022_0721_paper.pdf" target="_blank" >https://www.icas.org/ICAS_ARCHIVE/ICAS2022/data/papers/ICAS2022_0721_paper.pdf</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Pilot's Attention Distribution Modeling Using Hidden Markov Models

Original language description

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.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/TN01000029" target="_blank" >TN01000029: National Competence Centre for Aeronautics and Space</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2022

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

ICAS Proceedings

ISBN

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ISSN

2958-4647

e-ISSN

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Number of pages

12

Pages from-to

1-12

Publisher name

International Council of the Aeronautical Sciences

Place of publication

Stockholm, Sweden

Event location

Stockholm

Event date

Sep 4, 2022

Type of event by nationality

EUR - Evropská akce

UT code for WoS article

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