• DocumentCode
    2408288
  • Title

    Evolution Game Theoretic Optimization of Realistic Cooperative Networks Using Power Control with Imperfect Feedback

  • Author

    Guo, Weisi ; Wassell, Ian J. ; Carrasco, Rolando

  • Author_Institution
    Comput. Lab., Univ. of Cambridge, Cambridge, UK
  • fYear
    2011
  • fDate
    5-9 June 2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Distributed spatial diversity systems, such as multi-relay and multi-user networks, have drawn significant attention from the research community. However, their feasibility in a practical environment remains an open concern. Most notably, how to optimize cooperation between multiple users with individual interests and how practical systems issues can erode diversity gains. Whilst existing information theoretical analysis may yield insightful bounds, they provide an inadequate solution for optimal power allocation in realistic systems due to the mutual information saturation of non-Gaussian inputs. In our work, we use feasible modulation and error correction codes to implement a system and demonstrate how multiple users cannot only improve their performance through cooperation, but also optimize their performance through power allocation with imperfect feedback. We do so, by considering an evolution game theoretic (EGT) approach, whereby the status-quo between users change with each decision.
  • Keywords
    cooperative communication; diversity reception; error correction codes; evolutionary computation; game theory; modulation coding; optimisation; power control; distributed spatial diversity system; diversity gain; error correction code; evolution game theoretic optimization; imperfect feedback; modulation coding; power allocation; power control; realistic cooperative networks; Delay; Error analysis; Fading; Games; Optimization; Resource management; Signal to noise ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2011 IEEE International Conference on
  • Conference_Location
    Kyoto
  • ISSN
    1550-3607
  • Print_ISBN
    978-1-61284-232-5
  • Electronic_ISBN
    1550-3607
  • Type

    conf

  • DOI
    10.1109/icc.2011.5962623
  • Filename
    5962623