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Problemy Upravleniya, 2022, Issue 1, Pages 67–74
DOI: https://doi.org/10.25728/pu.2022.1.5
(Mi pu1272)
 

This article is cited in 2 scientific papers (total 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
References:
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.
Received: 20.01.2021
Revised: 07.01.2022
Accepted: 17.01.2022
English version:
Control Sciences, 2022, Issue 1, Pages 55–60
DOI: https://doi.org/10.25728/cs.2022.1.5
Document Type: Article
UDC: 004.056
Language: Russian
Citation: V. P. Kutakhov, R. V. Mescheryakov, “Group control of unmanned aerial vehicles: a generalized problem statement of applying artificial intelligence technologies”, Probl. Upr., 2022, no. 1, 67–74; Control Sciences, 2022, no. 1, 55–60
Citation in format AMSBIB
\Bibitem{KutMes22}
\by V.~P.~Kutakhov, R.~V.~Mescheryakov
\paper Group control of unmanned aerial vehicles: a generalized problem statement of applying artificial intelligence technologies
\jour Probl. Upr.
\yr 2022
\issue 1
\pages 67--74
\mathnet{http://mi.mathnet.ru/pu1272}
\crossref{https://doi.org/10.25728/pu.2022.1.5}
\transl
\jour Control Sciences
\yr 2022
\issue 1
\pages 55--60
\crossref{https://doi.org/10.25728/cs.2022.1.5}
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  • https://www.mathnet.ru/eng/pu1272
  • https://www.mathnet.ru/eng/pu/v1/p67
  • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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    Abstract page:193
    Russian version PDF:110
    English version PDF:59
    References:24
     
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