ОПТИМИЗАЦИЯ БЕСПРОВОДНЫХ СЕТЕЙ СВЯЗИ НА ОСНОВЕ МЕТОДОВ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА
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Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

OPTIMIZATION OF WIRELESS COMMUNICATION NETWORKS BASED ON ARTIFICIAL INTELLIGENCE METHODS

Maksimova A.A.   Kostrova V.N.   Androsov A.A.  

UDC 621.396
DOI:

  • Abstract
  • List of references
  • About authors

The analysis of the approaches designed for the estimation of scattering characteristics of diffractive structures and parameters of wireless communication systems is given. The possibility of optimizing wireless communication systems in the room based on artificial intelligence methods (genetic algorithm) is considered. As the main calculation method is proposed to use the ray-tracing method and an optimization technique – genetic algorithm. In a genetic algorithm it is proposed to use single point crossing-over, defined by its steps. As chromosomes the coordinates of the mesh around the point observations made at a given step are considered. A combined algorithm of calculating the optimal location of access points inside the building is proposed. The results of pre-test calculations are recorded.

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Maksimova Anastasia Alekseevna

Email: maksaa@mail.ru

Russian New University

Moscow, Russian Federation

Kostrova Vera Nikolaevna
Doctor of Technical Sciences, Professor
Email: kostrovavrn@gmail.ru

Voronezh State Technical University

Voronezh, Russian Federation

Androsov Andrei Alexandrovich

Voronezh Institute of High Technologies

Voronezh, Russian Federation

Keywords: wireless communication, optimization, communication, radiowave propagation, ray method

For citation: Maksimova A.A. Kostrova V.N. Androsov A.A. OPTIMIZATION OF WIRELESS COMMUNICATION NETWORKS BASED ON ARTIFICIAL INTELLIGENCE METHODS. Modeling, Optimization and Information Technology. 2016;4(2). Available from: https://moit.vivt.ru/wp-content/uploads/2016/06/MaximovaKostrovaAndrosov_2_16_1.pdf DOI: (In Russ).

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Published 30.06.2016