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News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences, 2023 Issue 6, Pages 247–263 (Mi izkab738)

System analysis, management and information processing

Simulation of group management of agricultural robots using finite state machines and ontologies

M. A. Shereuzheva, F. V. Devyatkina, D. I. Arabadzhieva, M. A. Shereuzhevbc

a Moscow State Technical University named after N. E. Bauman, 105005, Russia, Moscow, 2nd Baumanskaya street 5
b Institute of Computer Science and Problems of Regional Management – branch of Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences, 360000, Russia, Nal'chik, 37-a I. Armand street
c Kabardino-Balkarian State Agrarian University named after V.M. Kokov, 360030, Russia, Nalchik, 1v Lenin avenue

Abstract: The article discusses a method for modeling the operation of a control system for a group of robots. A knowledge base of a group control system is proposed, presented in the form of ontology. The finite state machines of the leading and driven robots are described. An algorithm for assigning tasks to individual robots is considered and tools for modeling motion control and task distribution are configured to provide a unified software environment for modeling group control. The Hungarian algorithm is considered in the context of assigning tasks to individual robots; the A* (Astar) planner was used to estimate movement paths. Tools for modeling motion control and task distribution have been configured to provide a unified software environment for modeling group control. The results obtained are applicable in problems of optimizing the interaction of multi-agent systems.

Keywords: multirobot control system, ontology, robotic system, finite state machine

UDC: 004.896

MSC: Primary 68T40; Secondary 93C85

Received: 24.11.2023
Revised: 04.12.2023
Accepted: 08.12.2023

DOI: 10.35330/1991-6639-2023-6-116-247-263



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© Steklov Math. Inst. of RAS, 2024