Application of the fuzzy logic theory for constructing the control model of the channel resource of the communication network
Journal Title: Телекомунікаційні та інформаційні технології - Year 2018, Vol 123, Issue 2
Abstract
n today's communication networks, technologies of batch processing and data transmission are intensively implemented, which allow simultaneous processing of different types of information on the same equipment. Therefore, one of the important tasks is the efficient use and management of the channel resource. The functional scheme of the first link of the control system "Agent ‒ Network Element" is presented and algorithm for the functioning of such a network. It is shown that large streams of heterogeneous data are an additional load on communication channels. In these conditions, the construction of operational management of channel resources on the basis of the classical theory of mass service systems becomes a problematic task. It is proposed to use the theory of fuzzy sets to control the channel resource. The functional diagram of the channel resource management is given. The model of channel resource management is proposed based on the direct fuzzy production rules of modus ponens output. The variant of the fuzzy conclusion of the channel resource solution is considered. An algorithm for fuzzy control of the channel resource is constructed. It is shown that fuzzy control can be implemented by special fuzzy controllers, based on which machine is fuzzy conclusions. The structure is presented. The comparative analysis of channel resource calculation algorithms on the basis of the theory of tele traffic and fuzzy production output rules shows the advantages of fuzzy algorithms about three times.
Authors and Affiliations
Vitalii Melnyk, Oleksii Khakhliuk, Yurii Zinenko
Keywords
Related Articles
- EP ID EP468452
- DOI -
- Views 93
- Downloads 0
СПОСІБ РЕАЛІЗАЦІЇ ІНТЕРФЕРОМЕТРИЧНОГО МЕТОДУ ВИЗНАЧЕННЯ ПАРАМЕТРІВ ОБ'ЄКТУ ЛОКАЦІЇ
At the present stage of development of the electronics and the tendency to complicate electromagnetic situation, the role of radio monitoring as a tool to ensure its control. Among the main tasks of the central place occ...
Need to use converged for billing systems
The possibilities for billing systems, and the relevance of their using at present are analyzed. The basic function and purpose of convergence for billing systems are considered. It is determined the role of intelligent...
World indexes of introduction and use of mobile technologies.
The article describes the implementation and use of global indicators of mobile technology. The article considers the development of the mobile communications generations since the transition from the development of the...
SYNTHESIS OF THE MATHEMATICAL MODEL OF INFORMATION DISTRIBUTION FOR MINIMIZING THE DELAY OF DATA IN THE SATELLITE SYSTEM
The paper proposes a mathematical model for the distribution of information flows, which searches for paths of minimal weight and allows to minimize the average delay of a data packet in satellite cluster multifunctional...
СУЧАСНИЙ ПІДХІД ДО ІНФОРМАТИЗАЦІЇ НАВЧАЛЬНОГО ПРОЦЕСУ
This paper proposes an approach to the informatization of educational process at the university. The basis of this approach is presenting the object of informatization in terms of the categories of didactics. Informatiza...