Conceptual model of forming a proposal for providing communication to a unit using artificial intelligence

The article discusses the problematic issue of the large time spent by a technical specialist when searching for options to provide communication to a unit in a new area. This paper analyzes commercial and non-commercial tools from both global companies such as Google, Ubiquiti, and special developments based on state military institutes. All of the considered tools allow technical personnel to find ways to solve the problems of building radio relay communication lines, but require professional knowledge and experience, which significantly increases the impact of the human factor on the result. A conceptual model has been developed that can be used to create software that will reduce the time spent analyzing the data required for decision-making, reduce human involvement, which in turn will increase the efficiency of a potential communication system. This data includes a topographic map of the area, the existing telecommunications network, a list of own mobile communications equipment, and the power grid. At the same time, the proposals provided by the program at the planning stage can be evaluated by the level of efficiency of the task according to the criterion of the best quality of the communication channel with the least involvement of communication means. User feedback will allow the built-in artificial intelligence to learn and provide better suggestions in the future. The purpose of this paper is to develop a conceptual model for the automatic construction of a communication system based on the existing telecommunication and topographic situation of the area, consider the possibilities of deploying (increasing) own (donated) means (equipment) of communication within the framework of the task. An additional extension of the model may be to take into account information about the power grid available in the area, which will reduce the financial costs of maintaining the communication system in constant operation (readiness).

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Publication Details

Journal
Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska
Published
2025-06-27
DOI
https://doi.org/10.35784/iapgos.7217
Primary Topic
Engineering Education and Technology
Type
article
Field-Weighted Citation Impact
0.00
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article

Conceptual model of forming a proposal for providing communication to a unit using artificial intelligence

Oleksandr Musienko, Dmytro Havrylov, Vladymyr Startsev, Gennady Pris et al.
Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska
Engineering Education and Technology
article

Conceptual model of forming a proposal for providing communication to a unit using artificial intelligence

Oleksandr Musienko, Dmytro Havrylov, Vladymyr Startsev, Gennady Pris, Kyrylo Рasynchuk
article en

Abstract

The article discusses the problematic issue of the large time spent by a technical specialist when searching for options to provide communication to a unit in a new area. This paper analyzes commercial and non-commercial tools from both global companies such as Google, Ubiquiti, and special developments based on state military institutes. All of the considered tools allow technical personnel to find ways to solve the problems of building radio relay communication lines, but require professional knowledge and experience, which significantly increases the impact of the human factor on the result. A conceptual model has been developed that can be used to create software that will reduce the time spent analyzing the data required for decision-making, reduce human involvement, which in turn will increase the efficiency of a potential communication system. This data includes a topographic map of the area, the existing telecommunications network, a list of own mobile communications equipment, and the power grid. At the same time, the proposals provided by the program at the planning stage can be evaluated by the level of efficiency of the task according to the criterion of the best quality of the communication channel with the least involvement of communication means. User feedback will allow the built-in artificial intelligence to learn and provide better suggestions in the future. The purpose of this paper is to develop a conceptual model for the automatic construction of a communication system based on the existing telecommunication and topographic situation of the area, consider the possibilities of deploying (increasing) own (donated) means (equipment) of communication within the framework of the task. An additional extension of the model may be to take into account information about the power grid available in the area, which will reduce the financial costs of maintaining the communication system in constant operation (readiness).

Informatyka Automatyka Pomiary w Gospodarce i Ochronie ŚrodowiskaVol. 15(2)
Ivan Kozhedub Kharkiv National Air Force University (UA), Military Institute of Telecommunications and Informatization (UA), National University of Civil Protection of Ukraine (UA)
Openalex Percentile: Top 78%
Engineering Education and Technology
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