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
fDate :
June 30 2010-July 2 2010
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;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5530902