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 developm...
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| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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Lublin University of Technology
2025-06-01
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| Series: | Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska |
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| Online Access: | https://ph.pollub.pl/index.php/iapgos/article/view/7217 |
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| author | Dmytro Havrylov Roman Lukianiuk Albert Lekakh Olexandr Musienko Vladymyr Startsev Gennady Pris Kyrylo Рasynchuk |
| author_facet | Dmytro Havrylov Roman Lukianiuk Albert Lekakh Olexandr Musienko Vladymyr Startsev Gennady Pris Kyrylo Рasynchuk |
| author_sort | Dmytro Havrylov |
| collection | DOAJ |
| description | 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). |
| format | Article |
| id | doaj-art-563c6e76ebf64c30b5fb547235aa9fcf |
| institution | DOAJ |
| issn | 2391-6761 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | Lublin University of Technology |
| record_format | Article |
| series | Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska |
| spelling | doaj-art-563c6e76ebf64c30b5fb547235aa9fcf2025-08-20T03:17:58ZengLublin University of TechnologyInformatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska2391-67612025-06-01152 8489https://doi.org/10.35784/iapgos.7217Conceptual model of forming a proposal for providing communication to a unit using artificial intelligenceDmytro Havrylov0https://orcid.org/0000-0002-3344-7808Roman Lukianiuk1Albert Lekakh2https://orcid.org/0000-0003-2848-2593Olexandr Musienko3Vladymyr Startsev4Gennady Pris5Kyrylo Рasynchuk6Kharkiv National University of Radio Electronics: Kharkiv, UAIvan Kozhedub Kharkiv National Air Force University, Scientist CentreIvan Kozhedub Kharkiv National Air Force University, Scientist CentreIvan Kozhedub Kharkiv National Air Force University, Scientist CentreIvan Kozhedub Kharkiv National Air Force University, Scientist CentreHeroes of Kruty Military Institute of Telecommunications and InformatizationNational University of Civil Defense of UkraineThe 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).https://ph.pollub.pl/index.php/iapgos/article/view/7217artificial intelligencecommunication meansconceptual modelradio relay communication |
| spellingShingle | Dmytro Havrylov Roman Lukianiuk Albert Lekakh Olexandr Musienko Vladymyr Startsev Gennady Pris Kyrylo Рasynchuk Conceptual model of forming a proposal for providing communication to a unit using artificial intelligence Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska artificial intelligence communication means conceptual model radio relay communication |
| title | Conceptual model of forming a proposal for providing communication to a unit using artificial intelligence |
| title_full | Conceptual model of forming a proposal for providing communication to a unit using artificial intelligence |
| title_fullStr | Conceptual model of forming a proposal for providing communication to a unit using artificial intelligence |
| title_full_unstemmed | Conceptual model of forming a proposal for providing communication to a unit using artificial intelligence |
| title_short | Conceptual model of forming a proposal for providing communication to a unit using artificial intelligence |
| title_sort | conceptual model of forming a proposal for providing communication to a unit using artificial intelligence |
| topic | artificial intelligence communication means conceptual model radio relay communication |
| url | https://ph.pollub.pl/index.php/iapgos/article/view/7217 |
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