Delay-Dependent H∞ Filtering for Markovian Jump Time-Delay Systems: A Piecewise Analysis Method

A delay-dependent H∞ filtering for Markovian jump systems with time-varying delays is studied based on a piecewise analysis approach. Firstly, by exploiting delay partitioning-based Lyapunov function, a new delay-dependent criterion is derived for the H∞ performance analysis of the filtering-error systems, which can lead to much less conservative analysis results. Secondly, based on the criterion obtained, the gain of filter can be obtained in terms of linear matrix inequalities (LMIs). Finally, numerical examples are given to demonstrate the effectiveness of the proposed method.

[1]  Shaocheng Tong,et al.  Delay-dependent stability analysis and control synthesis of fuzzy dynamic systems with time delay , 2006, Fuzzy Sets Syst..

[2]  Pedro Luis Dias Peres,et al.  Robust H∞ filter design for uncertain linear systems with multiple time-varying state delays , 2001, IEEE Trans. Signal Process..

[3]  Yong He,et al.  Delay-dependent stabilization of linear systems with time-varying state and input delays , 2005, Autom..

[4]  L. Ghaoui,et al.  A cone complementarity linearization algorithm for static output-feedback and related problems , 1997, IEEE Trans. Autom. Control..

[5]  Yuanqing Xia,et al.  Robust H∞ Control for Class of Discrete-Time Markovian Jump Systems with Time-Varying Delays Based on Delta Operator , 2008 .

[6]  Yuanqing Xia,et al.  Stability and stabilization of continuous-time singular hybrid systems , 2009, Autom..

[7]  Hanyong Shao Delay-range-dependent robust H∞ filtering for uncertain stochastic systems with mode-dependent time delays and Markovian jump parameters , 2008 .

[8]  Huaicheng Yan,et al.  Robust H∞ filters for Markovian jump linear systems under sampled measurements , 2009 .

[9]  Yuanqing Xia,et al.  Backstepping controller design for a class of stochastic nonlinear systems with Markovian switching , 2008, 2008 27th Chinese Control Conference.

[10]  Dong Yue,et al.  Delay-Distribution-Dependent Stability and Stabilization of T–S Fuzzy Systems With Probabilistic Interval Delay , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[11]  James Lam,et al.  Robust H 2 control of Markovian jump systems with uncertain switching probabilities , 2009, Int. J. Syst. Sci..

[12]  C. Peng,et al.  Delay-dependent robust stability criteria for uncertain systems with interval time-varying delay , 2008 .

[13]  Yuanqing Xia,et al.  Parameter-dependent robust H∞ filtering for uncertain discrete-time systems , 2009, Autom..

[14]  D. Yue,et al.  A piecewise analysis method to stability analysis of linear continuous/discrete systems with time‐varying delay , 2009 .

[15]  M. Grimble,et al.  A New Approach to the H ∞ Design of Optimal Digital Linear Filters , 1989 .

[16]  Shengyuan Xu,et al.  Delay-Dependent $H_{\infty }$ Control and Filtering for Uncertain Markovian Jump Systems With Time-Varying Delays , 2007, IEEE Transactions on Circuits and Systems I: Regular Papers.

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

[18]  Dong Yue,et al.  Delay-dependent robust Hinfinity control for T-S fuzzy system with interval time-varying delay , 2009, Fuzzy Sets Syst..

[19]  Li Li,et al.  New stochastic robust stability criteria for time-varying delay neural networks with Markovian jump parameters , 2008, CCC 2008.

[20]  Dong Yue,et al.  Network-Based Robust$H_infty$Filtering for Uncertain Linear Systems , 2006, IEEE Transactions on Signal Processing.

[21]  Han-Xiong Li,et al.  New Approach to Delay-Dependent Stability Analysis and Stabilization for Continuous-Time Fuzzy Systems With Time-Varying Delay , 2007, IEEE Transactions on Fuzzy Systems.

[22]  Xuerong Mao,et al.  Exponential stability of stochastic delay interval systems with Markovian switching , 2002, IEEE Trans. Autom. Control..

[23]  Yuanqing Xia,et al.  New Results on H∞ Filtering for Fuzzy Time-Delay Systems , 2009, IEEE Trans. Fuzzy Syst..

[24]  Vladimir L. Kharitonov,et al.  Stability of Time-Delay Systems , 2003, Control Engineering.

[25]  James Lam,et al.  Exponential filtering for uncertain Markovian jump time-delay systems with nonlinear disturbances , 2004, IEEE Transactions on Circuits and Systems II: Express Briefs.

[26]  Qing-Long Han,et al.  A less conservative method for designing H∞ filters for linear time‐delay systems , 2009 .

[27]  Zidong Wang,et al.  Exponential stability of delayed recurrent neural networks with Markovian jumping parameters , 2006 .

[28]  Jinhui Zhang,et al.  Non-fragile robust stabilization and H∞ control for uncertain stochastic nonlinear time-delay systems , 2009 .

[29]  E. Sánchez,et al.  OPTIMAL LINEAR FILTERING FOR SYSTEMS WITH MULTIPLE STATE AND OBSERVATION DELAYS , 2007 .

[30]  Dong Yue,et al.  Delay-dependent exponential stability of stochastic systems with time-varying delay, nonlinearity, and Markovian switching , 2005, IEEE Transactions on Automatic Control.

[31]  Yong-Yan Cao,et al.  Delay‐dependent filtering design for time‐delay systems with Markovian jumping parameters , 2007 .

[32]  Qing-Long Han,et al.  Robust $H_{\infty}$ Control for Uncertain Takagi–Sugeno Fuzzy Systems With Interval Time-Varying Delay , 2007, IEEE Transactions on Fuzzy Systems.

[33]  Engang Tian,et al.  Delay-dependent stability analysis and synthesis of uncertain T-S fuzzy systems with time-varying delay , 2006, Fuzzy Sets Syst..

[34]  Huijun Gao,et al.  New results on stabilization of Markovian jump systems with time delay , 2009, Autom..

[35]  Jian Sun,et al.  Delay-Dependent Robust H∞ Filter Design for Uncertain Linear Systems with Time-Varying Delay , 2009, Circuits Syst. Signal Process..

[36]  Jinliang Liu,et al.  H 8 Filtering for time‐delay systems with Markovian jumping parameters: Delay partitioning approach , 2010 .

[37]  Z. Liu,et al.  Delay-dependent robust stability and H8 control of jump linear systems , 2001 .

[38]  Zhou Gu,et al.  New results on H ∞ filter design for nonlinear systems with time-delay through a T-S fuzzy model approach , 2012, Int. J. Syst. Sci..

[39]  James Lam,et al.  Robust energy-to-peak filter design for stochastic time-delay systems , 2006, Syst. Control. Lett..

[40]  Lixian Zhang,et al.  Mode-dependent Hinfinity filtering for discrete-time Markovian jump linear systems with partly unknown transition probabilities , 2009, Autom..