Application of Fuzzy Logic Algorithms in Beamformers of Antenna Complexes
Year: 2023
Type: conference-paper
Abstract: This article discusses the application, as well as the synthesis, of a fuzzy logic algorithm in beamforming devices of antenna complexes for setting up a spatial barrier against unmanned aerial vehicles, which, due to the processing of fuzzy input variables, will allow us to form and adapt the radiation pattern we need in real time to a specific case. This solution has the following advantages: without strict restrictions on fuzzy and previously unknown parameters of the input signal received from the detected object, and limited by the knowledge base embedded in the parameters of the mathematical apparatus of beam formation of traditional methods, it allows increasing the speed of operation and adaptation of the system, increasing variability and reliability systems in emergency situations, and will also increase resistance to destabilizing factors. The first part of the article provides a rationale for the relevance of the topic and the reasons for choosing an algorithm based on fuzzy logic. The second part of the article contains the synthesis of an algorithm for the selected SMART antenna system with the definition of the functions of the necessary input and output parameters, as well as the formation of rules for the operation of the system.
Authors: M Kiryupin, O Belousov, A Trishakov, M Belyaev, Evgeny Trapeznikov, Olga Trapeznikova, Larisa Varepo
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4389724271