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JOURNALS // Problemy Upravleniya // Archive

Probl. Upr., 2022 Issue 1, Pages 67–74 (Mi pu1272)

This article is cited in 2 papers

Control the moving objects and navigation

Group control of unmanned aerial vehicles: a generalized problem statement of applying artificial intelligence technologies

V. P. Kutakhova, R. V. Mescheryakovb

a National Research Center “Zhukovsky Institute,” Moscow, Russia
b Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, Moscow, Russia

Abstract: This paper considers elements of a group of unmanned aerial vehicles (UAVs) to form various tasks of the group and within a group of aerial systems. Different phases to execute control actions for a group of aerial systems of UAVs are proposed. These phases are shown by an example of selecting different targets for group elements (UAVs). The phases are elements of the large-scale behavior of the group and in the group of UAVs and can be included in the cycle when using artificial intelligence technologies. The approach is formalized for single-function UAVs (choosing a set of end actions) and multifunction UAVs (performing one or more impact functions within the group). A group control problem for applying artificial intelligence technologies is stated. The main elements of the system of relations and conditions for effectively performing tasks by a group of UAVs and executing actions within the group as a large-scale system are formulated. This system reflects the problem statement for applying artificial intelligence technologies. As noted, using homogeneous and heterogeneous groups of UAVs is a promising approach to interpret the formal behavior of robotic systems.

Keywords: UAV, robotics, unmanned aerial systems, artificial intelligence.

UDC: 004.056

Received: 20.01.2021
Revised: 07.01.2022
Accepted: 17.01.2022

DOI: 10.25728/pu.2022.1.5


 English version:
Control Sciences, 2022:1, 55–60


© Steklov Math. Inst. of RAS, 2025