Title :
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
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;
Conference_Titel :
Networking and Services (ICNS), 2010 Sixth International Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-5927-8
DOI :
10.1109/ICNS.2010.68