Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska (Mar 2021)

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

  • Andrii Shchepak,
  • Volodimir Parkhomenko,
  • Vyacheslav Parkhomenko

DOI
https://doi.org/10.35784/iapgos.2577
Journal volume & issue
Vol. 11, no. 1

Abstract

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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