Comparative analysis of methods and model of protection against electromagnetic fields in cellular communication

Manbetova Z.D. Abdimuratov Z.S. Chezhimbayeva K.S. Zhazykbayeva Z.M. Imankul M.N.
2021 Praise Worthy Prize S.r.l

International Journal on Communications Antenna and Propagation
2021 #11 Issue 1 1 - 8 pp.

The impacts of electromagnetic radiation (EMR) of cellular phones on the human body are studied worldwide. Some groups of scientists claim that the use of cellular phones leads to diseases that have a latent period of development. In this regard, measures are necessary in order to reduce the impact of EMR on humans in advance. Reducing the EMR impact on the body of a biological object can be achieved in various ways. One of the directions is the development of shielding materials and the mathematical simulation of the distribution of EMR sources in order to prevent people from getting into their biologically hazardous areas. In the conducted study, fuzzy logic has been used to simulate the calculation of the biologically hazardous area radius. The Mamdani fuzzy inference algorithm has been used as a fuzzy output model. A comparative analysis based on the Mean Absolute Percentage Error (MAPE) indices and the accuracy with regression models has demonstrated that the developed model is 4% superior over them.

Biological Object , Biologically Hazardous Area Radius , Cellular Phone , Fuzzy Logic , Radio-Frequency Radiation

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Almaty University of Energy and Communications named after Gumarbek Daukeev, Almaty, Kazakhstan
Saken Seifullin Kazakh Agricultural Technical University, Nur-Sultan, Kazakhstan
Eurasian National University named after L.N. Gumilyova, Nur-Sultan, Kazakhstan

Almaty University of Energy and Communications named after Gumarbek Daukeev
Saken Seifullin Kazakh Agricultural Technical University
Eurasian National University named after L.N. Gumilyova

10 лет помогаем публиковать статьи Международный издатель

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