• DocumentCode
    1289864
  • Title

    Structural Solutions for Additively Coupled Sum Constrained Games

  • Author

    Su, Yi ; Van der Schaar, Mihaela

  • Author_Institution
    Dept. of Electr. Eng., UCLA, Los Angeles, CA, USA
  • Volume
    60
  • Issue
    12
  • fYear
    2012
  • fDate
    12/1/2012 12:00:00 AM
  • Firstpage
    3779
  • Lastpage
    3796
  • Abstract
    We propose and analyze a new family of games played by resource-constrained players. In particular, each strategic user has a single sum resource constraint over its action space and its own action impacts its own payoff through additive combinations of the other users´ actions. We investigate convergence properties of various solutions for these games with and without real-time information exchange. First, when users cannot exchange messages with each other, but desire to maximize their individual utilities, we derive sufficient conditions under which best response dynamics converges to a globally asymptotically stable Nash equilibrium. Second, when users can exchange price signals in real-time to achieve coordination, we also establish the convergence properties of two action update mechanisms, including gradient play and Jacobi update. The investigated game model and our proposed solutions are readily applicable to various multi-user interaction, including communication networking applications, such as power control and flow control.
  • Keywords
    Jacobian matrices; convergence; game theory; multiuser channels; power control; telecommunication networks; Jacobi update; action impacts; action space; additive combinations; additively coupled sum constrained games; communication networking; convergence properties; flow control; globally asymptotically stable Nash equilibrium; gradient play; multiuser interaction; power control; real-time information exchange; resource-constrained players; response dynamics; single sum resource constraint; strategic user; structural solutions; Convergence; Distributed algorithms; Games; Power control; Real-time systems; Resource management; Game theory; Gradient play; Jacobi update; Nash equilibrium; best-response dynamics; multi-user communications; pricing mechanism;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2012.091312.110334
  • Filename
    6310165