• DocumentCode
    712944
  • Title

    Evolutionary radio resource management in distributed femtocell networks

  • Author

    Shangjing Lin ; Wei Ni ; Hui Tian ; Ren Ping Liu

  • Author_Institution
    Beijing Univ. of Posts & Telecommun., Beijing, China
  • fYear
    2015
  • fDate
    27-29 April 2015
  • Firstpage
    168
  • Lastpage
    173
  • Abstract
    Femtocells are an integrating part of future cellular systems, where radio resource management is a challenge due to unbalanced backhaul delays and the hotspot nature of femtocells. We propose a new game theoretic framework, where the channel allocation and transmit powers evolve in a distributed manner, adapting to femtocells´ topology and traffic demands. The key idea is to cast femtocells´ clustering as an evolutionary game, where the femtocells independently switch to less interfered clusters. Within each cluster, we design a non-cooperative game to implement power control in the absence of centralized coordination. Simulations show that our approach is effective for timely interference mitigation and reliable topology management. The stability and scalability of our approach are also demonstrated.
  • Keywords
    evolutionary computation; femtocellular radio; game theory; power control; radiofrequency interference; telecommunication network management; telecommunication network reliability; telecommunication network topology; telecommunication traffic; channel allocation; distributed femtocell networks; evolutionary radio resource management; femtocell topology; future cellular systems; game theoretic framework; hotspot nature; interference mitigation; noncooperative game; power control; power transmission; topology management reliability; traffic demands; unbalanced backhaul delays; Bandwidth; Games; Interference; Power control; Signal to noise ratio; Switches; Throughput; Femtocell; game theory; radio resource management (RRM);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications (ICT), 2015 22nd International Conference on
  • Conference_Location
    Sydney, NSW
  • Type

    conf

  • DOI
    10.1109/ICT.2015.7124677
  • Filename
    7124677