Title :
A game-based control design for discrete-time Markov jump systems with multiplicative noise
Author :
Ting Hou ; Weihai Zhang ; Hongji Ma
Author_Institution :
Coll. of Inf. & Electr. Eng. & Coll. of Sci., Shandong Univ. of Sci. & Technol., Qingdao, China
Abstract :
This study is devoted to investigating the inherent relationship among the H2, H∞ and H2/H∞ control designs for discrete-time Markov jump systems with multiplicative noise. From a new perspective of non-zero-sum Nash game, we show that the Nash equilibrium solution may present a unified treatment approach for these three types of control design problems by taking adequate parameters in the quadratic performance indices. Moreover, a numerical example is supplied to illustrate the proposed results.
Keywords :
Markov processes; control system synthesis; discrete time systems; game theory; quadratic programming; H∞ control design; H2 control design; H2-H∞ control design; Nash equilibrium; discrete time Markov jump system; game-based control design; multiplicative noise; non-zero-sum Nash game; quadratic performance indices; unified treatment approach;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2012.1018