Open AccessDevelopment of a mathematical model of radio resource management of special purpose radio communication systems based on an evolutionary approach
Author(s) -
Andrii Shyshatskyi,
Volodymyr Ovchynnyk,
Andrii Momotov,
Nadiia Protas,
Andriy Solomakha
Publication year - 2021
Publication title -
technology audit and production reserves
Language(s) - English
Resource type - Journals
eISSN - 2706-5448
pISSN - 2664-9969
DOI - 10.15587/2706-5448.2022.251918
Subject(s) - computer science , resource (disambiguation) , radio resource management , resource management (computing) , management science , communications system , reliability (semiconductor) , cognitive radio , systems engineering , cybernetics , resource allocation , telecommunications , risk analysis (engineering) , engineering management , engineering , wireless , artificial intelligence , distributed computing , wireless network , computer network , business , power (physics) , physics , quantum mechanics
The object of research is a special-purpose radio communication system. A special purpose radio communication system is affected by many different destructive influences. The main ones are deliberate interference and cybernetic impact of various purposes. The above causes the search for new scientific approaches to identify and identify the destructive impact on special-purpose radio communications in order to increase the operational efficiency of special-purpose radio communications systems. In this work, the problems of developing a mathematical model for managing the radio resource of special-purpose radio communication systems based on the evolutionary approach are solved.In the course of the research, the authors of the work used the main provisions of the theory of artificial intelligence, the theory of automation, the theory of complex technical systems, as well as general scientific methods of cognition, namely analysis and synthesis. The proposed methodological approach was developed taking into account the practical experience of the authors of this work during military conflicts of the last decade.The research results will be useful for:– development of new radio resource management algorithms;– substantiation of recommendations for improving the efficiency of radio resource operational management;– analysis of the radio-electronic situation during the conduct of hostilities (operations);– when creating promising technologies for increasing the efficiency of radio resource operational management;– assessment of the adequacy, reliability, sensitivity of the scientific and methodological apparatus for the operational management of the radio resource;– development of new and improvement of existing radio resource management models.Directions for further research will be aimed at developing a methodology for intelligent control of the radio resource of special-purpose radio communication systems.