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WiMAX traffic analysis and base stations classification in terms of LRD
Author(s) -
StolojescuCrisan Cristina,
Isar Alexandru,
Moga Sorin,
Lenca Philippe
Publication year - 2013
Publication title -
expert systems
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.365
H-Index - 38
eISSN - 1468-0394
pISSN - 0266-4720
DOI - 10.1111/exsy.12026
Subject(s) - wimax , interoperability , base station , computer network , computer science , range (aeronautics) , position (finance) , session (web analytics) , base (topology) , telecommunications , engineering , wireless , world wide web , mathematics , finance , economics , mathematical analysis , aerospace engineering
The goal of this paper is to highlight the particularities of Worldwide Interoperability for Microwave Access (WiMAX) traffic from a long‐range dependence perspective. The application presented in this paper consists in the estimation of the quality of base stations (BS) positioning in the architecture of a WiMAX network. Analysing the traffic of the considered WiMAX network, with an original data mining methodology based on long‐range dependence, we determine which BS have a correct position in the topology of the network and which BS have an incorrect position. These BS must be repositioned when the next session of the network maintenance will take place.