• DocumentCode
    3283756
  • Title

    Two player statistical game with higher order cumulants

  • Author

    Jong-Ha Lee ; Chang-Hee Won ; Diersing, R.W.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Temple Univ., Temple, PA, USA
  • fYear
    2010
  • fDate
    June 30 2010-July 2 2010
  • Firstpage
    4857
  • Lastpage
    4862
  • Abstract
    In statistical game, multiple players optimize the distributions of the objective functions through the cost cumulants. This paper extends the use of second, third, and fourth cumulants for stochastic Nash games. For the case of linear system with quadratic cost, the equilibrium solutions are determined. In the process, coupled Riccati equations are found. The higher order statistical game is applied to the control of satellite attitude control application and the results are compared with H control. The simulation showed that the performance can be manipulated by choosing appropriate parameters. In our case we found that the fourth cumulant case is 26%, 25% and 16% faster than H control, second cumulant, and third cumulant cases, respectively.
  • Keywords
    H control; Riccati equations; artificial satellites; attitude control; differential equations; game theory; linear systems; quadratic programming; H control; coupled Riccati equations; higher order cumulants; linear system; quadratic cost; satellite attitude control; stochastic Nash games; two-player statistical game; Cost function; Hydrogen; Linear systems; Low earth orbit satellites; Optimal control; Optimization methods; Random variables; Riccati equations; Stochastic processes; USA Councils;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2010
  • Conference_Location
    Baltimore, MD
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4244-7426-4
  • Type

    conf

  • DOI
    10.1109/ACC.2010.5530902
  • Filename
    5530902