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JOURNALS // Uchenye Zapiski Kazanskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki // Archive

Uchenye Zapiski Kazanskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki, 2025 Volume 167, Book 4, Pages 786–805 (Mi uzku1738)

Formation control of unmanned aerial vehicle swarms for outdoor monitoring in search and rescue tasks

O. V. Frolova, R. N. Safinb, T. G. Tsoyb, E. A. Martinez-Garciac, E. A. Magidba

a HSE University, Moscow, Russia
b Kazan Federal University, Kazan, Russia
c Universidad Autónoma de Ciudad Juárez, Zona PRONAF, Chihuahua, Ciudad Juárez, Mexico

Abstract: Advancements in robotics have expanded a use of unmanned aerial vehicle (UAV) swarms in critical tasks such as disaster response, including search and rescue operations during floods, hurricanes, landsliding, and earthquakes. Swarm formation control stands as a critical challenge in UAV swarm control. In this article, a simple and resource-efficient method for addressing collisions within swarm formations during outdoor missions is proposed, along with a set of formations designed for various task requirements. The proposed algorithm is implemented using the Robot Operating System (ROS) for a swarm of ten PX4-LIRS UAVs. Experiments conducted in the Gazebo simulator demonstrated the algorithm's effectiveness, with the quantitative results presented through mean and standard deviations of the absolute positioning error measurements.

Keywords: UAV, swarm control, leader – followers, swarm formation, ROS, Gazebo.

UDC: 004.9

Received: 01.07.2025
Accepted: 01.09.2025

Language: English

DOI: 10.26907/2541-7746.2025.4.786-805



© Steklov Math. Inst. of RAS, 2026