Statistical monitoring and analysis for telecommunications networks

Аuthors

Skouratov A. K.

GNII ITT Informika, 21, stroenie 2, Bryusov pereulok, Moscow,125009, Russia

Abstract

A study is carried out to analyze state-of-the-art and trends for Russian telecommunication networks on national and regional scales. Some basic measures are revealed providing statistical monitoring and analysis for the networks. Various techniques are used to solve the analysis problems including regression analysis, discriminant analysis, claster analysis, artificial neural networks, time series analysis. The proposed techniques are tested solving several real-world problems related to operation analysis for some telecommunication networks.