Simulation and Optimization of a Swarm of Unmanned Aerial Vehicles
- Authors: Avetisyan T.V.1,2, Lvovich J.E.2, Preobrazhenskiy A.P.2
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Affiliations:
- College of the Voronezh Institute of High Technologies
- Voronezh Institute of High Technologies
- Issue: Vol 13, No 4 (2023)
- Pages: 37-49
- Section: Articles
- Published: 30.12.2023
- URL: https://journals.rcsi.science/2328-1391/article/view/348575
- DOI: https://doi.org/10.12731/2227-930X-2023-13-4-37-49
- EDN: https://elibrary.ru/MZPFUE
- ID: 348575
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Abstract
The development of unmanned aerial vehicles can be regarded as a promising direction of modern aviation. They have significantly reduced dimensional characteristics, if compared with traditional aircraft. It is also possible to form unmanned aerial vehicles, which are aimed at performing corresponding tasks. It takes less time to train a specialist to fly an unmanned aerial vehicle compared to conventional pilots. The work is related to the creation of mathematical models that allow an integral way to evaluate the effectiveness and conduct cluster structuring of a swarm of wireless aircraft. At the same time, there are opportunities to take into account the limited resources, to carry out redistribution of resources. Resources are distributed among clusters, and the principle of inverse priorities has to be applied. After that, the distribution over the drones of the network structure that has been optimized is implemented. Monitoring information is used. The main stages of solving the problem, which are based on optimization procedures, are shown.
Keywords
About the authors
Tatiana V. Avetisyan
College of the Voronezh Institute of High Technologies; Voronezh Institute of High Technologies
Author for correspondence.
Email: vtatyana_avetisyan@mail.ru
ORCID iD: 0000-0003-3559-6070
project specialist VIVT
Russian Federation, 73a, Lenin Str., Voronezh, 394043, Russian Federation
Jakov E. Lvovich
Voronezh Institute of High Technologies
Email: Komkovvivt@yandex.ru
ORCID iD: 0000-0002-7051-3763
Doctor of Technical Sciences, Professor
Russian Federation, 73a, Lenin Str., Voronezh, 394043, Russian Federation
Andrey P. Preobrazhenskiy
Voronezh Institute of High Technologies
Email: Komkovvivt@yandex.ru
ORCID iD: 0000-0002-6911-8053
Doctor of Technical Sciences, Professor
Russian Federation, 73a, Lenin Str., Voronezh, 394043, Russian Federation
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