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).

Keywords:

artificial intelligence, communication means, conceptual model, radio relay communication

References

[1] Abdelkader S. et al.: Securing modern power systems: Implementing comprehensive strategies to enhance resilience and reliability against cyber-attacks. Results in engineering 102647, 2024 [https://doi.org/10.1016/j.rineng.2024. 102647]. DOI: https://doi.org/10.1016/j.rineng.2024.102647

[2] Afanasiev V. et al.: Model of an Autonomous Monitoring System Based on Long Range Technology. 2022 IEEE 4th International Conference on Advanced Trends in Information Theory (ATIT). IEEE, 2022 [https://doi.org/10.1109/ATIT58178.2022.10024226]. DOI: https://doi.org/10.1109/ATIT58178.2022.10024226

[3] Afanasiev V. et al.: Universal software platform in the IoT concept for the task of monitoring mobile objects. 2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T). IEEE, 2021 [https://doi.org/10.1109/PICST54195.2021.9772225]. DOI: https://doi.org/10.1109/PICST54195.2021.9772225

[4] Barannik V. et al.: Development of Adaptive Arithmetic Coding Method to the Sequence of Bits. International Conference of Students, PhD Students and Young Scientists" Engineer of the XXI Century". Cham: Springer International Publishing, 2018 [https://doi.org/10.1007/978-3-030-13321-4_18]. DOI: https://doi.org/10.1007/978-3-030-13321-4_18

[5] Barannik V. et al.: The method of adaptive statistical coding taking into account the structural features of video images. Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska 14(4), 2024, 109–114 [https://doi.org/10.35784/iapgos.6132]. DOI: https://doi.org/10.35784/iapgos.6132

[6] Bertoni H. L.: Radio propagation for modern wireless systems. Pearson Education, 1999.

[7] Couch L. W. et al.: Digital and analog communication systems 8, 2013. Upper Saddle River: Pearson, 2013.

[8] Debs A. S.: Modern power systems control and operation. Springer Science & Business Media, 2012.

[9] Freeman R. L.: Radio system design for telecommunications. John Wiley & Sons, 2007. DOI: https://doi.org/10.1002/0470050446

[10] Gorod A. et al.: System-of-systems engineering management: A review of modern history and a path forward. IEEE Systems Journal 2(4), 2008, 484–499 [https://doi.org/10.1109/JSYST.2008.2007163]. DOI: https://doi.org/10.1109/JSYST.2008.2007163

[11] Gungor V. C. et al.: Smart grid technologies: Communication technologies and standards. IEEE transactions on Industrial informatics 7(4), 2011, 529–539. DOI: https://doi.org/10.1109/TII.2011.2166794

[12] Havrylov D. et al.: Multilevel selective data processing method of frames with different information comparison for mobile sensor networks. 2018 14th International Conference on Advanced Trends in Radioelecrtronics, Telecommunications and Computer Engineering (TCSET). IEEE, 2018. [https://doi.org/10.1109/TCSET.2018.8336261]. DOI: https://doi.org/10.1109/TCSET.2018.8336261

[13] Hubal H. M.: The generalized kinetic equation for symmetric particle systems. Mathematica Scandinavica 2012, 140–160. DOI: https://doi.org/10.7146/math.scand.a-15201

[14] ispdesign.ui.com/# (available: 20.01.2025).

[15] Karlov D. et al.: Compression coding method using internal restructuring of information space. International Journal of Computing 21(3), 2022, 360–368 [https://doi.org/10.47839/ijc.21.3.2692]. DOI: https://doi.org/10.47839/ijc.21.3.2692

[16] Kopesbayeva A. et al.: Research and development of software and hardware modules for testing technologies of rock mass blasting preparation. New Developments in Mining Engineering 2015: Theoretical and Practical Solutions of Mineral Resources Mining 185, 2015, 192 [https://doi.org/10.1201 / b19901-34]. DOI: https://doi.org/10.1201/b19901-34

[17] Krikidis I. et al.: Simultaneous wireless information and power transfer in modern communication systems. IEEE Communications Magazine 52(11), 2014, 104–110 [https://doi.org/10.1109/MCOM.2014.6957150]. DOI: https://doi.org/10.1109/MCOM.2014.6957150

[18] Li Z.: Telecommunication 4.0. IEEE International Conference on Communications. IEEE. 2019. [https://doi.org/10.1007/978-981-10-6301-5]. DOI: https://doi.org/10.1007/978-981-10-6301-5

[19] Matin M. A.: Telecommunication Systems. Communication Systems for Electrical Engineers 2018, 71–87 [https://doi.org/10.1007/978-3-319-70129-5_5]. DOI: https://doi.org/10.1007/978-3-319-70129-5_5

[20] Milligan T. A.: Modern antenna design. John Wiley & Sons, 2005. DOI: https://doi.org/10.1002/0471720615

[21] Orazbayev B. et al.: Decision-making in the fuzzy environment on the basis of various compromise schemes. Procedia computer science 120, 2017, 945–952 [https://doi.org/10.1016/j.procs.2017.11.330]. DOI: https://doi.org/10.1016/j.procs.2017.11.330

[22] Sharma D. K. et al.: A review on smart grid telecommunication system. Materials Today: Proceedings 51, 2022, 470–474. DOI: https://doi.org/10.1016/j.matpr.2021.05.581

[23] Šimić G., Devedžić V.: Building an intelligent system using modern Internet technologies. Expert Systems with Applications 25(2), 2003, 231–246 [https://doi.org/10.1016/S0957-4174(03)00049-6]. DOI: https://doi.org/10.1016/S0957-4174(03)00049-6

[24] Terré M. et al.: Wireless telecommunication systems. John Wiley & Sons, 2013. DOI: https://doi.org/10.1002/9781118625422

[25] Ustymenko F. et al.: Method of Selective Video Segment Processing for Intelligent Video Image Quality Enhancement Technologies. 2023 IEEE 5th International Conference on Advanced Information and Communication Technologies (AICT). IEEE, 2023 [https://doi.org/10.1109/AICT61584. 2023.10452422].

[26] Venu N. et al.: Review of internet of things (iot) for future generation wireless communications. International Journal for Modern Trends in Science and Technology 8(3), 2022, 1–8.

[27] www.google.com/intl/en_ALL/earth/versions/ (available: 20.01.2025).

[28] Yakhno V. et al.: Methods and algorithms of optimization in computer engineering: review and comparative analysis. Data and Metadata 3, 2024, 443–443 [https://doi.org/10.56294/dm2024443]. DOI: https://doi.org/10.56294/dm2024443

Havrylov, D., Lukianiuk, R., Lekakh, A., Musienko, O., Startsev, V., Pris, G., & Рasynchuk K. (2025). Conceptual model of forming a proposal for providing communication to a unit using artificial intelligence. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 15(2), 84–89. https://doi.org/10.35784/iapgos.7217

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

Issue Vol. 15 No. 2 (2025)

Archives

DOI

Authors

Abstract

Keywords:

References

License

Article Sidebar

Issue Vol. 15 No. 2 (2025)

Archives

Main Article Content

DOI

Authors

Abstract

Keywords:

References

Article Details

License