DocumentCode :
2566979
Title :
New method for GPRS cellular network traces exploitation
Author :
Ayari, Aymen ; Ayadi, Mohamed ; Khedher, Houda ; Tabbane, Sami
Author_Institution :
MEDIATRON Labs., SUP´´COM, El Ghazala Ariana, Tunisia
fYear :
2010
fDate :
4-7 April 2010
Firstpage :
686
Lastpage :
693
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 data GPRS network traces and extract a very significant population for the study, modeling and planning existent and new network.
Keywords :
3G mobile communication; 4G mobile communication; cellular radio; data mining; mobility management (mobile radio); packet radio networks; telecommunication traffic; 3rd generation networks; 4th generation networks; GPRS; cellular network traces exploitation; data mining; mobile network traces; network mobility; network traffic; realistic model; Cities and towns; Communications technology; Data mining; Electronic mail; Ground penetrating radar; Land mobile radio cellular systems; 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 :
Telecommunications (ICT), 2010 IEEE 17th International Conference on
Conference_Location :
Doha
Print_ISBN :
978-1-4244-5246-0
Electronic_ISBN :
978-1-4244-5247-7
Type :
conf
DOI :
10.1109/ICTEL.2010.5478797
Filename :
5478797
Link To Document :
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