• 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