IEEE Transactions on Automatic Control, Vol.64, No.1, 427-432, 2019
H-infinity Control for 2-D Markov Jump Systems in Roesser Model
This paper considers the problem of asynchronous H-infinity control for two-dimensional (2-D) Markov jump systems. The underlying system is described based upon the Roesser model. Especially, the hidden Markov model is employed when dealing with the asynchronization between a controlled system and a controller, and the relation between them is constructed through a conditional probability matrix. Based on the Lyapunov function technique, the asymptotic mean square stability and H-infinity noise attenuation performance are investigated for the closed-loop 2-D system. Moreover, the controller gain can be obtained by solving a convex optimization problem. An example is presented to show the effectiveness and potential of the proposed new design technique.