Robust filtering for jumping systems with mode-dependent delays

In this paper, the filtering problem for a class of linear uncertain systems with Markovian jump parameters and functional time delay is examined. The uncertainties are time-varying and norm-bounded parametric uncertainties and the delay factor depends on the mode of operation. We provide complete results for robust weak-dependent stochastic stability and robust linear filter design. Then we extend the theoretical development to the case when a prescribed performance measure is desired. All the results are cast into convenient linear matrix inequality (LMI) forms.

[1]  El-Kébir Boukas,et al.  Stabilization of Stochastic Nonlinear Hybrid Systems , 2005 .

[2]  M. Mahmoud Robust Control and Filtering for Time-Delay Systems , 2000 .

[3]  Peng Shi,et al.  Kalman filtering for continuous-time uncertain systems with Markovian jumping parameters , 1999, IEEE Trans. Autom. Control..

[4]  T. Rydén,et al.  Linear optimal prediction and innovations representations of hidden Markov models , 2003 .

[5]  V. Dragan THE LINEAR QUADRATIC OPTIMIZATION PROBLEM FOR A CLASS OF SINGULARLY PERTURBED STOCHASTIC SYSTEMS , 2005 .

[6]  Y. Soh,et al.  Robust Kalman filtering for discrete state-delay systems , 2000 .

[7]  E. Boukas,et al.  Robust stability and stabilizability of Markov jump linear uncertain systems with mode-dependent time delays , 2001 .

[8]  P. Khargonekar,et al.  Filtering and smoothing in an H/sup infinity / setting , 1991 .

[9]  Peng Shi,et al.  Robust filtering for uncertain delay systems under sampled measurements , 1996, Signal Process..

[10]  Alan S. Willsky,et al.  A survey of design methods for failure detection in dynamic systems , 1976, Autom..

[11]  Shengyuan Xu,et al.  Robust H∞ filtering for uncertain Markovian jump systems with mode-dependent time delays , 2003, IEEE Trans. Autom. Control..

[12]  Tamer Bąar Optimum performance levels for minimax filters, predictors and smoothers , 1991 .

[13]  D. Sworder Feedback control of a class of linear systems with jump parameters , 1969 .

[14]  D. Bernstein,et al.  Steady-state Kalman filtering with an H ∞ error bound , 1989 .

[15]  Mark H. Davis Markov Models and Optimization , 1995 .

[16]  H. Chizeck,et al.  Controllability, stabilizability, and continuous-time Markovian jump linear quadratic control , 1990 .

[17]  Magdi S. Mahmoud,et al.  Methodologies for Control of Jump Time-Delay Systems , 2003 .

[18]  P. Shi Filtering on sampled-data systems with parametric uncertainty , 1998, IEEE Trans. Autom. Control..

[19]  M. Mahmoud,et al.  Robust Kalman filtering for continuous time-lag systems with Markovian jump parameters , 2003 .