Publication detail
Tactical Scenario Adaptation for Pilot Training
HANÁK, J. NOVÁK, J. CHUDÝ, P.
Original Title
Tactical Scenario Adaptation for Pilot Training
Type
conference paper
Language
English
Original Abstract
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.
Keywords
Agent, Beyond Visual Range, Computer Generated Forces, Flight Dynamics, Tactical Simulation, Polynomial Chaos Expansion, Pilot Training, Surrogate Modeling, Synthetic Training.
Authors
HANÁK, J.; NOVÁK, J.; CHUDÝ, P.
Released
1. 11. 2024
Publisher
Institute of Electrical and Electronics Engineers
Location
San Diego
ISBN
979-8-3503-4961-0
Book
AIAA/IEEE Digital Avionics Systems Conference - Proceedings
ISBN
2155-7195
Year of study
43
Number
9
Pages from
1
Pages to
7
Pages count
7
URL
BibTex
@inproceedings{BUT189230,
author="Jiří {Hanák} and Jiří {Novák} and Peter {Chudý}",
title="Tactical Scenario Adaptation for Pilot Training",
booktitle="AIAA/IEEE Digital Avionics Systems Conference - Proceedings",
year="2024",
volume="43",
number="9",
pages="1--7",
publisher="Institute of Electrical and Electronics Engineers",
address="San Diego",
doi="10.1109/DASC62030.2024.10749015",
isbn="979-8-3503-4961-0",
issn="2155-7195",
url="https://ieeexplore.ieee.org/document/10749015"
}