• DocumentCode
    449293
  • Title

    A mobility simulation platform for UMTS

  • Author

    Lim, Wee Cheong ; Kwok, Yuen Sam ; Yeo, Boon Sain ; Chew, Yong Huat

  • Author_Institution
    Nat. Univ. of Singapore, Singapore
  • Volume
    1
  • fYear
    2005
  • fDate
    28 Nov.-2 Dec. 2005
  • Abstract
    We present a mobility model for simulations of scenarios in UMTS networks. This new model has been developed to overcome the shortcomings of previous models in capturing mobile user behavior. The proposed model strikes a balance between the abstraction level of purely stochastic models which lack certain important properties of the real world and completely deterministic models. The proposed model generates destinations of the mobile users based on the maximization of entropy of the gravity model which was first used in transportation planning and which has proven invaluable in urban planning. Subsequently, the model then allows the detailed tracking of users, in particular, the path of mobile users based on some known statistical behaviors of the mobile users, such as service arrival rates, service holding times, velocities, etc. As tracking is done on a microscopic level, it is possible to simulate and collect parameters which are important for wireless network planning and optimization, without the use of unrealistic assumptions.
  • Keywords
    3G mobile communication; statistical analysis; telecommunication network planning; UMTS networks; arrival rates; deterministic models; mobile user behavior; mobility simulation platform; service holding times; statistical behaviors; stochastic models; transportation planning; urban planning; wireless network planning; 3G mobile communication; Computational modeling; Entropy; Microscopy; Predictive models; Quality of service; Resource management; Stochastic processes; Telecommunication traffic; Urban planning;
  • 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.2005.1577347
  • Filename
    1577347