- Research Article
1
- 10.36724/2072-8735-2023-17-3-48-53
Идентификация состояний системы синхронизации на основе её энтропийного анализа
- Jan 01, 2023
- T-Comm
- Andrej K Kanaev + 2 more +2
To provide reasonable identification of the states of the process of functioning of the synchronization system in communication networks for making rational and operational decisions on its management and technical operation. It is proposed to achieve this goal by forming an entropy model of the dynamics of the synchronization system based on the analysis of the values of its diagnostic parameters. To identify the state of the process of functioning of the synchronization system, it is proposed to use differential entropy as a system-wide parameter for evaluating systems. The calculation of the differential entropy of the synchronization system is based on the values of the differential entropy of its elements, which are estimated based on the assessment of diagnostic parameters. Further identification of states is carried out by using pattern recognition algorithms. Methods: research methods are used in the work, which are based on the principles of the theory of networks and systems, system and mathematical analysis, entropy and mathematical modeling. Results: as a result of the research, an entropy model of the dynamics of the synchronization system was obtained, an approach was proposed for assessing the state of the synchronization system by analyzing its differential entropy as a system-wide parameter. The theoretical significance of the work lies in the expansion of the methodological base for the construction of control systems for the synchronization of communication networks. The practical significance of the work lies in the use of the obtained results for the design and modernization of synchronization control systems in the field of forming reasonable management decisions.
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