• DocumentCode
    3046430
  • Title

    A proposal for a mobile communication traffic forecasting method using time-series analysis for multi-variate data

  • Author

    Akinaga, Yoshikazu ; Kaneda, Shigeru ; Shinagawa, Noriteru ; Miura, Akira

  • Author_Institution
    Network Lab., NTT DoCoMo, Inc., Yokosuka, Japan
  • Volume
    2
  • fYear
    2005
  • fDate
    28 Nov.-2 Dec. 2005
  • Abstract
    In the present mobile network, the management of the radio resource to connect users and edge networks is an important issue. If there is a rapid rise in traffic coming into the network, regulation methods such as admission control or admission avoidance are the only way of dealing with this. Since it is beyond the mobile network system´s capability to predict fluctuations in traffic for every area, there are great difficulties in realizing other control methods. In order to solve these problems, this paper proposes a method of forecasting traffic systematically based on the user´s properties and information about the environment.
  • Keywords
    mobility management (mobile radio); telecommunication traffic; time series; mobile communication; multivariate data; radio resource management; time-series analysis; traffic forecasting method; Admission control; Communication system traffic control; Control systems; Data analysis; Fluctuations; Mobile communication; Proposals; Radio spectrum management; Resource management; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference, 2005. GLOBECOM '05. IEEE
  • Print_ISBN
    0-7803-9414-3
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2005.1577810
  • Filename
    1577810