• DocumentCode
    2463725
  • Title

    Game Theoretical Formulation of Network Selection in Competing Wireless Networks: An Analytic Hierarchy Process Model

  • Author

    Pervaiz, Haris ; Bigham, John

  • Author_Institution
    Sch. of Electron. Eng. & Comput. Sci., Queen Mary Univ. of London, London, UK
  • fYear
    2009
  • fDate
    15-18 Sept. 2009
  • Firstpage
    292
  • Lastpage
    297
  • Abstract
    Network Selection mechanisms play an important role in ensuring quality of service for users in a multi-network environment. These mechanisms handle the selection of an optimal wireless network to satisfy a user request. This paper proposes a radio resource management framework for integrated network selection mechanism control in multi- network environment as an interaction game between the service providers and customers in non-cooperative manner to maximize their rewards. The proposed scheme comprises two steps. The first applies the analytic hierarchy process (AHP) to determine the relative weights of the evaluative criteria according to customer preferences and network condition. The second calculates the payoffs based on the relative weights calculated in the previous step and a utility function evaluation by each wireless network of each customer. Analytical and simulation results demonstrate the effectiveness of proposed model to achieve optimum network utility for the wireless networks along with optimizing the customer´s satisfaction. The proposed model is preliminary and its contribution is to create an admission policy that can adapt to different coverage areas of a wireless network and depends on the priority of customers and their requirements.
  • Keywords
    game theory; optimisation; radio networks; telecommunication network management; analytic hierarchy process model; game theoretical formulation; multinetwork environment; noncooperative manner; radio resource management; service provider; utility function evaluation; wireless network; Application software; Bandwidth; Cellular networks; Game theory; Mobile computing; Multiagent systems; Next generation networking; Quality of service; Resource management; Wireless networks; Analytic Hierarchy Process; Competitive networks; Game Theory; Network Selection; WiMAX;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Next Generation Mobile Applications, Services and Technologies, 2009. NGMAST '09. Third International Conference on
  • Conference_Location
    Cardiff, Wales
  • Print_ISBN
    978-0-7695-3786-3
  • Type

    conf

  • DOI
    10.1109/NGMAST.2009.28
  • Filename
    5337435