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


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

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Published : 2021-03-31


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

Andrii Shchepak  k17pine@gmail.com
State University of Telecommunications  Ukraine
http://orcid.org/0000-0002-6570-1129
Volodimir Parkhomenko 
State University of Telecommunications  Ukraine
http://orcid.org/0000-0002-7237-4330
Vyacheslav Parkhomenko 
State University of Telecommunications  Ukraine
http://orcid.org/0000-0002-9120-6842