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S. Ida Kholida
Pendidikan Fisika, Universitas Islam Madura
Agriculture, Biological Sciences & Forestry Astronomy Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Education Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Physics Other

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Journal : Jurnal Ilmiah Kursor

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PLANNING OF 5G NETWORK PATH LOSS IN GEOMETRY BASED STOCHASTIC CONCEPT BY USING LINEAR REGRESSION METHODS Achmad Ubaidillah; S. Ida Kholida
Jurnal Ilmiah Kursor Vol 10 No 4 (2020)
Publisher : Universitas Trunojoyo Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21107/kursor.v10i4.245

Abstract

This research is a continuation of several previous studies that made 5G network planning using the Free Space Reference Path Loss model. In this study, a 5G network path loss planning was made using the Geometry Based Stochastic model. A forecasting system is created that connects the path loss with the distance between the transmitter and the receiver antenna using the linear regression method. It is important to look at 5G network planning on a different side. The result shows that the path loss value in the light of sight condition is better than the non-light of sight condition with the lowest value of 94.4271 dB at the frequency of 28 GHz and 99.5856 dB at the 73 GHz frequency. Linear Regression analysis shows that the best path loss calculation is the frequency 28 GHz of LOS conditions with MSE is 0.001 and the standard deviation error is 0.0319.
Co-Authors Achmad Fiqhi Ibadillah Achmad Ubaidillah Afif, Nasrul Amalia, Rica Andi, H. J. Chairatul Umamah Fajar Sidik, Rahmad Herman Jufri Andi, Herman Jufri Indahnia K, El IRAWAN, FERY Koko Joni Lailatul Riski, Ulfa M. Yogi Riyantama Isjoni Mahardika, I. K. MARIA BINTANG Qori'ah, Fasihatul Suprianto Suprianto TITIN SUNARTI Ubaidillah, Achmad