Simulation and Optimization of a Swarm of Unmanned Aerial Vehicles

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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.

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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Copyright (c) 2023 Avetisyan T.V., Lvovich J.E., Preobrazhenskiy A.P.

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