New Method for Cellular Network Traces Exploitation

Author

Ayari, Aymen ; Ayadi, Mohamed ; Khedher, Houda ; Tabbane, Sami

Author_Institution

SUP´´COM MEDIATRON Labs., Higher Inst. of Commun., EL Ghazala Ariana, Tunisia

fYear

2010

fDate

7-13 March 2010

Firstpage

109

Lastpage

116

Abstract

In the idea to create a realistic model of mobility and traffic for the networks of 3rd and 4th generation, we have studied many techniques of modeling and planning. Our choice was for the real network traces exploitation techniques, mainly because compared to other techniques this technique is very adapted to the real modeling. Although this technique is most convenient, it has many disadvantages. From this context, was born the aim of this work which consists in the creation of a new method which can investigate on mobile network traces based on Data Mining. These new methods permit us to investigate on network traces and clear a very significant population for the study, modeling and planning existent and new network.

Keywords

3G mobile communication; 4G mobile communication; data mining; mobility management (mobile radio); telecommunication network planning; telecommunication traffic; 3rd generation; 4th generation; cellular network traces exploitation; data mining; network mobility; network planning; network traffic; Cities and towns; Communications technology; Data mining; Electronic mail; Land mobile radio cellular systems; Sampling methods; Technology planning; Telecommunication traffic; Traffic control; Transceivers; Data Mining; Mobility model; Network planning; Rough set method; Subscribers sampling; Traffic model;

fLanguage

English

Publisher

ieee

Conference_Titel

Networking and Services (ICNS), 2010 Sixth International Conference on

Conference_Location

Cancun

Print_ISBN

978-1-4244-5927-8

Type

conf

DOI

10.1109/ICNS.2010.68

Filename

5460661