Aggregated Self-Similar Traffic Parameters Determination Methods for EPS network planning
Journal Title: Scholars Journal of Engineering and Technology - Year 2014, Vol 2, Issue 5
Abstract
Essential to ensure the effective functioning of EPS (including LTE RAN) is planning efficiency of the network. It was from design methods, the adequacy of mathematical models used in this case, depend the properties and the viability of the future system. Recent studies of the properties of traffic in moderm networks have shown that the use of models of self-similar processes can more accurately describe the traffic transmitted in these networks. Among the published works is a great lack of studies that focus on problems of parametric synthesis of telecommunication network based on the use of models of self-similar processes. In this article, we consider the solution of such problems as the choice of mathematical models of group and individual traffic in EPS network and method of determining flow parameters at their aggregation. Proposed expressions are correct both for self-similar traffic and for Poisson traffic case. As a result of simulation proved the accuracy of the proposed method of determining the traffic parameters when aggregate self-similar traffics. The error in determining the Hurst parameters does not exceed 2%. Other problems, as well as developing a method of parametric synthesis of EPC network will be considered in our future research. Keywords: LTE, EPS, network planning, traffic, self-similarity, fractional Brownian motion, aggregation.
Authors and Affiliations
Qasim Nameer
Keywords
Related Articles
- EP ID EP385160
- DOI -
- Views 89
- Downloads 0
Study of Water Quality Of Malaprabha River Near Habbanatti, Belgaum, Karnataka
An attempt has been made to know the water quality of Malaprabha river of Belgaum near Habbanatti from June 2011 to May 2012. Water samples were collected and brought to the laboratory for analysis. Concentrations of...
Reduction of pollution by using Fly ash, bottom ash and granulated blast furnace slag in geopolymer building materials
There are many ways to reduce environmental pollution (carbon dioxide) that causes by production of Portland cement and cause by the increasing of waste material. Geopolymer concrete results from the reaction of a source...
Estimating Productivity of Brickwork item using Logistic and Multiple Regression Approaches
Abstract:Regression analysis of the most common techniques in estimating labor productivity rates in Iraqi construction projects. In the first part of this research has been identified the factors and variables are affec...
A new non-monotone self-adaptive trust region method for unconstrained optimization
In this paper, we consider a novel non-monotone self-adaptive trust region method for solving unconstrained optimization problem. Unlike the usual trust region methods, our proposed the new algorithm does not only uses c...
Trellis-Based QC-LDPC Convolution Codes Enabling Low Power Decoders in Adaptive Technique
Abstract:Nowadays, in high data rate wireless communication systems, the power consumption of the baseband modems is significantly affected by the channel decoder complexity, especially when codes like LDPC are used. In...