Conceptual aspects of organizing the operation of mobile components of environmental monitoring systems
Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ, Matematika, mehanika, fizika, Tome 16 (2024) no. 2, pp. 12-25
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To solve the problems of monitoring large remote areas and regions, it is advisable to use groups of mobile robots as mobile components of monitoring systems. The article discusses conceptual issues of organizing the autonomous functioning of such groups of robots. The effectiveness of solving monitoring problems by a group of mobile robots is largely determined by its composition. The paper proposes an approach to solving the problem of group control of mobile robots and, in particular, solving the subtask of forming the composition of groups of mobile robots for monitoring large areas, based on the principles of self-organization of technical systems, technologies of multi-agent systems and a distributed registry. The study demonstrates that to solve this problem, intelligent multi-agent systems can be used, which include task agents and mobile robot agents. The application of the proposed approach makes it possible to form, if not optimal, then close to optimal, a group composition capable of effectively solving the problems of monitoring large areas.
Keywords:
monitoring system, mobile component, multi-agent system, principles of self-organization, distributed registry
Mots-clés : group of mobile robots, optimal group composition.
Mots-clés : group of mobile robots, optimal group composition.
@article{VYURM_2024_16_2_a1,
author = {S. G. Kapustyan and E. V. Melnik},
title = {Conceptual aspects of organizing the operation of mobile components of environmental monitoring systems},
journal = {Vestnik \^U\v{z}no-Uralʹskogo gosudarstvennogo universiteta. Seri\^a, Matematika, mehanika, fizika},
pages = {12--25},
publisher = {mathdoc},
volume = {16},
number = {2},
year = {2024},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/VYURM_2024_16_2_a1/}
}
TY - JOUR AU - S. G. Kapustyan AU - E. V. Melnik TI - Conceptual aspects of organizing the operation of mobile components of environmental monitoring systems JO - Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ, Matematika, mehanika, fizika PY - 2024 SP - 12 EP - 25 VL - 16 IS - 2 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/VYURM_2024_16_2_a1/ LA - ru ID - VYURM_2024_16_2_a1 ER -
%0 Journal Article %A S. G. Kapustyan %A E. V. Melnik %T Conceptual aspects of organizing the operation of mobile components of environmental monitoring systems %J Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ, Matematika, mehanika, fizika %D 2024 %P 12-25 %V 16 %N 2 %I mathdoc %U http://geodesic.mathdoc.fr/item/VYURM_2024_16_2_a1/ %G ru %F VYURM_2024_16_2_a1
S. G. Kapustyan; E. V. Melnik. Conceptual aspects of organizing the operation of mobile components of environmental monitoring systems. Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ, Matematika, mehanika, fizika, Tome 16 (2024) no. 2, pp. 12-25. http://geodesic.mathdoc.fr/item/VYURM_2024_16_2_a1/