Title :
Brief paper: Delay-range-dependent H∞ filtering for two-dimensional markovian jump systems with interval delays
Author :
Zhang, Rongting ; Zhang, Ye ; Hu, Chuanmin ; Meng, Max Q.-H. ; He, Qian
Author_Institution :
Chinese Acad. of Sci., Shenzhen, China
Abstract :
This study is concerned with the problem of H∞ filtering for two-dimensional (2-D) Markovian jump systems with delays varying in given ranges. The 2-D jump systems under consideration are described by the well-known Fornasini-Marchesini models with state delays. Different from conventional techniques using the discrete Jensen inequality which guides various delay-dependent conditions for delayed systems, a precise upper estimation is presented via a rigorous treatment of the lower bound for a linear combination of positive-definite matrices with reciprocal coefficients. By carefully selecting components of an augmented vector with algebraic constraints, a delay-range-dependent approach is proposed for the design of H∞ filters such that the filtering error system is stochastically stable and has a prescribed H∞ disturbance attenuation level. A numerical example is provided to illustrate the effectiveness of the developed method.
Keywords :
H∞ control; delays; filtering theory; matrix algebra; stochastic systems; 2D jump systems; Fornasini-Marchesini models; H∞ disturbance attenuation level; augmented vector; delay-range-dependent H∞ filtering approach; discrete Jensen inequality; interval delays; positive-definite matrices; state delays; two-dimensional Markovian jump systems;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2011.0194