DEVELOPING SOLUTION FOR USING ARTIFICIAL INTELLIGENCE TO OBTAIN MORE ACCURATE RESULTS OF THE BASIC PARAMETERS OF RADIO SIGNAL PROPAGATION

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DOI

Andrii Shchepak

k17pine@gmail.com

http://orcid.org/0000-0002-6570-1129
Volodimir Parkhomenko

Volodymyr.P46@gmail.com

http://orcid.org/0000-0002-7237-4330
Vyacheslav Parkhomenko

viacheslav.p7788@gmail.com

http://orcid.org/0000-0002-9120-6842

Abstract

The article considers the methods of calculating radio signal power. The main factors influencing the distribution and their connection with the error in the calculations of the indicators' peak values are analyzed. The regularities of signal propagation and the correlation between the distance from the radio signal source and the ratio of noise to useful information are determined. These patterns allow us to develop a model of artificial intelligence, which improves the prediction of results compared to existing calculation methods. The obtained results present the efficiency of the offered method.


 

Keywords:

artificial intelligence, cellular neural networks

References

Article Details

Shchepak, A., Parkhomenko, V., & Parkhomenko, V. (2021). DEVELOPING SOLUTION FOR USING ARTIFICIAL INTELLIGENCE TO OBTAIN MORE ACCURATE RESULTS OF THE BASIC PARAMETERS OF RADIO SIGNAL PROPAGATION. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 11(1), 36–39. https://doi.org/10.35784/iapgos.2577