• DocumentCode
    3462768
  • Title

    Multi-armed bandit based policies for cognitive radio´s decision making issues

  • Author

    Jouini, Wassim ; Ernst, Damien ; Moy, Christophe ; Palicot, Jacques

  • Author_Institution
    SUPELEC/IETR, France
  • fYear
    2009
  • fDate
    6-8 Nov. 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    We suggest in this paper that many problems related to Cognitive Radio´s (CR) decision making inside CR equipments can be formalized as Multi-Armed Bandit problems and that solving such problems by using Upper Confidence Bound (UCB) algorithms can lead to high-performance CR devices. An application of these algorithms to an academic Cognitive Radio problem is reported.
  • Keywords
    Markov processes; cognitive radio; decision making; cognitive radio; multi-armed bandit; upper confidence bound; Chromium; Cognitive radio; Communication system control; Decision making; Engines; Hardware; Radio control; Signal processing algorithms; Software radio; Switches; Cognitive Radio; Decision making; Multi-Armed Bandit; Upper Confidence Bound Algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Circuits and Systems (SCS), 2009 3rd International Conference on
  • Conference_Location
    Medenine
  • Print_ISBN
    978-1-4244-4397-0
  • Electronic_ISBN
    978-1-4244-4398-7
  • Type

    conf

  • DOI
    10.1109/ICSCS.2009.5412697
  • Filename
    5412697
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3462768