Solving the Problem of Optimizing the Electromagnetic Environment in Radio Access Networks Using Neural Networks

Author:

Kazmin O.1,Simonina O.1

Affiliation:

1. The Bonch-Bruevich Saint-Petersburg State University of Telecommunications

Abstract

The article proposes an algorithm for controlling the electromagnetic environment in a Wi-Fi WLAN using fuzzy logic methods. A power management system for access points has been developed, deployed using the Wi-Fi segment based on existing equipment. The use of an electromagnetic compatibility control system in high-density Wi-Fi networks can significantly improve the bandwidth of the wireless segment.

Publisher

Bonch-Bruevich State University of Telecommunications

Reference18 articles.

1. Le D.T., Simonina O.A. Analysis of QoS Problems in a High-Density Wi-Fi Network. Proceedings of the 71st All-Russian Scientific and Technical Conference dedicated to Radio Day, SPbNTORES, 20‒28 April 2016, St. Petersburg, Russia. St. Petersburg: Saint-Petersburg Electrotechnical University Publ.; 2016. p.203‒204. (in Russ.)

2. Artyushenko V.M., Korchagin V.A. Modelling of Probability of Emergence Intra Channel and Intermodulation Hindrances at the High Density of Placement of Wireless Devices with a Small Radius of Action. Privolzhsky Scientific Journal. 2014;4(32):33‒41 (in Russ.)

3. Shorin O.A., Bokk G.O. Specificity of McWILL Network Planning in Consideration Electromagnetic Compatibility with LTE Networks in Adjacent Frequency Bands. Electrosvyaz. 2017;2:46‒51. (in Russ.)

4. Svistunov A.S. Estimation of Electromagnetic Background Level Created by Base and Mobile Stations of Cellular Radionetworks in Urban Area with High Density of Population. Doklady BGUIR. 2018;6(116):26‒31. (in Russ.)

5. Babkov V.Yu. Cellular Mobile Radio Systems. St. Petersburg: BKHV-Peterburg Publ.; 2013. 432 p. (in Russ.)

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