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
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;
Conference_Titel :
Telecommunications and Signal Processing (TSP), 2013 36th International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4799-0402-0
DOI :
10.1109/TSP.2013.6613934