MODEL OF A SYSTEM FOR MONITORING TELECOMMUNICATION NETWORK BASED ON MODIFIED PROBABILISTIC NEURAL NETWORK

Authors

  • Олеся Сергеевна Высочина Кафедра теоретической и прикладной системотехники Харьковский национальный университет им. В.Н. Каразина, Ukraine
  • Сергей Игоревич Шматков Кафедра теоретической и прикладной системотехники Харьковский национальный университет им. В.Н. Каразина, Ukraine
  • Салман Амер Мухсин Кафедра телекоммуникационных систем Харьковский национальный университет радиоэлектроники, Ukraine

DOI:

https://doi.org/10.15587/1729-4061.2010.3134

Keywords:

probabilistic neural network, classification and prediction

Abstract

A model system for monitoring telecommunication network was developed. This system is able to classify the current state of the telecommunication network and predict the network state in the future. Classification and prediction is carried out using a modified probabilistic neural network.

Author Biographies

Олеся Сергеевна Высочина, Кафедра теоретической и прикладной системотехники Харьковский национальный университет им. В.Н. Каразина

Аспирант

Сергей Игоревич Шматков, Кафедра теоретической и прикладной системотехники Харьковский национальный университет им. В.Н. Каразина

Кандидат технических наук, доцент, заведующий кафедрой

Салман Амер Мухсин, Кафедра телекоммуникационных систем Харьковский национальный университет радиоэлектроники

Аспирант

References

  1. Высочина О.С. Оценка эффективности методов классификации состояний телекоммуникационной сети / О.С. Высочина, С.И. Шматков, А.М. Салман // Сборник научных работ ХУВС. − X.: ХУВС, 2010. − №. 2 (24) − С. 98−101.
  2. Хайкин С. Нейронные сети / С. Хайкин. – М.: Вильямс, 2006. – 1104с.
  3. Высочина О.С. Метод классификации состояний телекомму-никационной сети / О.С. Высочина, С.И. Шматков, А.М. Салман // Системы управления, навигации и связи. − К.: ЦНИИ НУ, 2010. − №. 3 (15) − С. 112−116.
  4. Четыркин Е.М. Статистические методы прогнозирования / Е.М. Четыркин. – М.: “Статистика”, 1977. – 200 с.
  5. Вентцель Е. С. Теория вероятностей / Е. С. Вентцель. — М.: Наука, 1969. – 576 с.

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Published

2010-09-30

How to Cite

Высочина, О. С., Шматков, С. И., & Мухсин, С. А. (2010). MODEL OF A SYSTEM FOR MONITORING TELECOMMUNICATION NETWORK BASED ON MODIFIED PROBABILISTIC NEURAL NETWORK. Eastern-European Journal of Enterprise Technologies, 5(4(47), 67–70. https://doi.org/10.15587/1729-4061.2010.3134

Issue

Vol. 5 No. 4(47) (2010): Mathematics and cybernetics - fundamental and applied aspects

Section

Mathematics and Cybernetics - applied aspects

License

Copyright (c) 2014 Олеся Сергеевна Высочина, Сергей Игоревич Шматков, Салман Амер Мухсин

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