• DocumentCode
    271666
  • Title

    Cache-aware user association in backhaul-constrained small cell networks

  • Author

    Pantisano, Francesco ; Bennis, Mehdi ; Saad, Walid ; Debbah, Mérouane

  • Author_Institution
    JRC - Joint Res. Centre, Eur. Comm., Ispra, Italy
  • fYear
    2014
  • fDate
    12-16 May 2014
  • Firstpage
    37
  • Lastpage
    42
  • Abstract
    Anticipating multimedia file requests via caching at the small cell base stations (SBSs) of a cellular network has emerged as a promising technique for optimizing the quality of service (QoS) of wireless user equipments (UEs). However, developing efficient caching strategies must properly account for specific small cell constraints, such as backhaul congestion and limited storage capacity. In this paper, we address the problem of devising a user-cell association, in which the SBSs exploit caching capabilities to overcome the backhaul capacity limitations and enhance the users´ QoS. In the proposed approach, the SBSs individually decide on which UEs to service based on both content availability and on the data rates they can deliver, given the interference and backhaul capacity limitations. We formulate the problem as a one-to-many matching game between SBSs and UEs. To solve this game, we propose a distributed algorithm, based on the deferred acceptance scheme, that enables the players (i.e., UEs and SBSs) to self-organize into a stable matching, in a reasonable number of algorithm iterations. Simulation results show that the proposed cell association scheme yields significant gains, reaching up to 21% improvement compared to a traditional cell association techniques with no caching considerations.
  • Keywords
    cellular radio; iterative methods; quality of service; QoS; SBS; UE; algorithm iterations; backhaul capacity limitations; backhaul congestion; backhaul-constrained small cell networks; cache-aware user association; cell association techniques; cellular network; content availability; data rates; deferred acceptance scheme; distributed algorithm; interference limitations; multimedia file requests; quality of service; quality-of-service; small cell base stations; specific small cell constraints; user-cell association; wireless user equipments; Bismuth; Games; Interference; Quality of service; Scattering; Tin; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2014 12th International Symposium on
  • Conference_Location
    Hammamet
  • Type

    conf

  • DOI
    10.1109/WIOPT.2014.6850276
  • Filename
    6850276