• DocumentCode
    3829643
  • Title

    Coalitional game theory for communication networks

  • Author

    Walid Saad;Zhu Han;Merouane Debbah;Are Hjorungnes;Tamer Basar

  • Author_Institution
    University of Oslo, Norway
  • Volume
    26
  • Issue
    5
  • fYear
    2009
  • fDate
    9/1/2009 12:00:00 AM
  • Firstpage
    77
  • Lastpage
    97
  • Abstract
    In this tutorial, we provided a comprehensive overview of coalitional game theory, and its usage in wireless and communication networks. For this purpose, we introduced a novel classification of coalitional games by grouping the sparse literature into three distinct classes of games: canonical coalitional games, coalition formation games, and coalitional graph games. For each class, we explained in details the fundamental properties, discussed the main solution concepts, and provided an in-depth analysis of the methodologies and approaches for using these games in both game theory and communication applications. The presented applications have been carefully selected from a broad range of areas spanning a diverse number of research problems. The tutorial also sheds light on future opportunities for using the strong analytical tool of coalitional games in a number of applications. In a nutshell, this article fills a void in existing communications literature, by providing a novel tutorial on applying coalitional game theory in communication networks through comprehensive theory and technical details as well as through practical examples drawn from both game theory and communication application.
  • Keywords
    "Game theory","Communication networks","Collaboration","Performance loss","Costs","Nash equilibrium","Resource management","Radio control","Communication system control","Power control"
  • Journal_Title
    IEEE Signal Processing Magazine
  • Publisher
    ieee
  • ISSN
    1053-5888
  • Type

    jour

  • DOI
    10.1109/MSP.2009.000000
  • Filename
    5230848