DocumentCode
3250489
Title
Two approaches for the estimation of the heaviness of traffic in wireless networks
Author
Stolojescu-Crisan, Cristina ; Isar, A.
Author_Institution
Commun. Dept., “Politeh.” Univ. of Timisoara, Timisoara, Romania
fYear
2013
fDate
2-4 July 2013
Firstpage
268
Lastpage
271
Abstract
In this paper, two approaches techniques for the estimation of the heaviness of traffic in WiMAX networks are presented. The first technique is based on statistical data processing using wavelets and it is used for analyzing the risk of saturation of each base station composing the considered wireless network. The second approach is based on the Long Range Dependence analysis performed using a wavelets based Hurst parameter estimator. Applying the two methods on real WiMAX data, we have obtained results that are in agreement.
Keywords
WiMax; parameter estimation; radio networks; telecommunication traffic; WiMAX data; WiMAX networks; base station; traffic heaviness estimation; wavelets based Hurst parameter estimator; wavelets processing; wireless networks; Downlink; Estimation; Forecasting; Uplink; Wavelet transforms; WiMAX; Wireless networks; Forecasting; LRD; risk of saturation; time-series; traffic;
fLanguage
English
Publisher
ieee
Conference_Titel
Telecommunications and Signal Processing (TSP), 2013 36th International Conference on
Conference_Location
Rome
Print_ISBN
978-1-4799-0402-0
Type
conf
DOI
10.1109/TSP.2013.6613934
Filename
6613934
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