Tactical Scenario Adaptation for Pilot Training
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F24%3APU151848" target="_blank" >RIV/00216305:26230/24:PU151848 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/10749015" target="_blank" >https://ieeexplore.ieee.org/document/10749015</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/DASC62030.2024.10749015" target="_blank" >10.1109/DASC62030.2024.10749015</a>
Alternative languages
Result language
angličtina
Original language name
Tactical Scenario Adaptation for Pilot Training
Original language description
Conducting tactical pilot training in an authentic simulation environment increases training's efficiency and effectiveness. A state-of-the-art surrogate modeling technique, Polynomial Chaos Expansion (PCE), was used to generate Surrogate model that estimates the scenario outcome. Subsequently additional scenarios are generated based on the trained pilot's skill level estimated from the model. The scenarios were adapted based on geometric distribution of the adversaries impacting the encountered tactical situation. With an emphasis on increasing the realism of synthetic training, the scenario adaptation was researched and evaluated at the ground-based synthetic simulation facility at the Faculty of Information Technology, Brno University of Technology.
Czech name
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Czech description
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Classification
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)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
AIAA/IEEE Digital Avionics Systems Conference - Proceedings
ISBN
979-8-3503-4961-0
ISSN
2155-7195
e-ISSN
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Number of pages
7
Pages from-to
1-7
Publisher name
Institute of Electrical and Electronics Engineers
Place of publication
San Diego
Event location
San Diego
Event date
Sep 29, 2024
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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