OPTIMIZATION OF WIRELESS COMMUNICATION NETWORKS BASED ON ARTIFICIAL INTELLIGENCE METHODS
A. A. Maksimova, V. N. Kostrova, A. A. Androsov
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.
Keywords: wireless communication, optimization, communication, radiowave propagation, ray method.