Delay-dependent robust L2-L∞ filter design for uncertain neutral stochastic systems with mixed delays

Abstract This paper is concerned with the problem of the robust L 2 – L ∞ filter design for uncertain neutral stochastic systems with mixed delays. By constructing a modified Lyapunov–Krasovskii functional, some novel delay-dependent exponential stability criteria for uncertain neutral stochastic systems with mixed delays are established in terms of linear matrix inequality. And the obtained stability criteria pave the way for designing the robust L 2 – L ∞ filter to guarantee the robustly exponential stability for the filtering error systems with a prescribed L 2 – L ∞ performance level for all admissible uncertainties. Finally, three illustrative numerical examples are given to show the effectiveness of the obtained results.

[1]  Hamid Reza Karimi,et al.  Robust synchronization and fault detection of uncertain master-slave systems with mixed time-varying delays and nonlinear perturbations , 2011 .

[2]  Dong Yue,et al.  Robust H/sub /spl infin// filter design of uncertain descriptor systems with discrete and distributed delays , 2004, IEEE Transactions on Signal Processing.

[3]  Wei Xing Zheng,et al.  A new result on stability analysis for stochastic neutral systems , 2010, Autom..

[4]  Lihua Xie,et al.  H ∞ filtering for a class of uncertain nonlinear systems , 1993 .

[5]  Dan Zhang,et al.  H∞ filtering for linear neutral systems with mixed time-varying delays and nonlinear perturbations , 2010, J. Frankl. Inst..

[6]  Yi Shen,et al.  Robust H∞ filter design for neutral stochastic uncertain systems with time-varying delay , 2009 .

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

[8]  Wei Xing Zheng,et al.  Delay-dependent robust stabilization for uncertain neutral systems with distributed delays , 2007, Autom..

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

[10]  Hamid Reza Karimi,et al.  A sliding mode approach to H∞ synchronization of master-slave time-delay systems with Markovian jumping parameters and nonlinear uncertainties , 2012, J. Frankl. Inst..

[11]  Shengyuan Xu,et al.  Robust stochastic stabilization and H∞ control of uncertain neutral stochastic time-delay systems☆ , 2006 .

[12]  Shengyuan Xu,et al.  Delay-Dependent Robust H∞ Filtering for Uncertain Neutral Stochastic Time-Delay Systems , 2009, Circuits Syst. Signal Process..

[13]  Hamid Reza Karimi,et al.  New Delay-Dependent Exponential $H_{\infty}$ Synchronization for Uncertain Neural Networks With Mixed Time Delays , 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[14]  Hamid Reza Karimi,et al.  A linear matrix inequality approach to robust fault detection filter design of linear systems with mixed time-varying delays and nonlinear perturbations , 2010, J. Frankl. Inst..

[15]  Jinde Cao,et al.  Stability Analysis of Markovian Jump Stochastic BAM Neural Networks With Impulse Control and Mixed Time Delays , 2012, IEEE Transactions on Neural Networks and Learning Systems.

[16]  Hongfei Li,et al.  Discretized Lyapunov-Krasovskii functional for coupled differential-difference equations with multiple delay channels , 2010, Autom..

[17]  Isaac Yaesh,et al.  Robust H∞ filtering of stationary continuous-time linear systems with stochastic uncertainties , 2001, IEEE Trans. Autom. Control..

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

[19]  Minyue Fu,et al.  A linear matrix inequality approach to robust H∞ filtering , 1997, IEEE Trans. Signal Process..

[20]  Jinde Cao,et al.  Exponential Stability of Stochastic Neural Networks With Both Markovian Jump Parameters and Mixed Time Delays , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[21]  Yun Chen,et al.  New delay-dependent L2-L∞ filter design for stochastic time-delay systems , 2009, Signal Process..

[22]  Xuerong Mao,et al.  Delay-Dependent Exponential Stability of Neutral Stochastic Delay Systems , 2009, IEEE Transactions on Automatic Control.

[23]  Wei Xing Zheng,et al.  Delay-Dependent Stochastic Stability and $H_{\infty} $-Control of Uncertain Neutral Stochastic Systems With Time Delay , 2009, IEEE Transactions on Automatic Control.

[24]  Zidong Wang,et al.  A delay-partitioning projection approach to stability analysis of continuous systems with multiple delay components , 2009 .

[25]  Shengyuan Xu,et al.  Design of robust non‐fragile H∞ filters for uncertain neutral stochastic systems with distributed delays , 2009 .

[26]  Jinde Cao,et al.  Stability analysis for stochastic neural networks of neutral type with both Markovian jump parameters and mixed time delays , 2010, Neurocomputing.

[27]  Bing Chen,et al.  Delay-Range-Dependent L2–L∞ Filtering for Stochastic Systems with Time-Varying Interval Delay , 2009, Circuits Syst. Signal Process..

[28]  J. Lam,et al.  A delay-dependent approach to robust H/sub /spl infin// filtering for uncertain distributed delay systems , 2005, IEEE Transactions on Signal Processing.

[29]  Peng Shi,et al.  A delay decomposition approach to L2-Linfinity filter design for stochastic systems with time-varying delay , 2011, Autom..

[30]  Shengyuan Xu,et al.  Delay-dependent L2-Linfinity filter design for stochastic time-delay systems , 2007, Syst. Control. Lett..

[31]  Huijun Gao,et al.  Delay-dependent robust H∞ and L2-L∞ filtering for a class of uncertain nonlinear time-delay systems , 2003, IEEE Trans. Autom. Control..

[32]  Xin-Jian Zhu,et al.  Stability analysis of neutral systems with mixed delays , 2008, Autom..

[33]  José Claudio Geromel,et al.  Continuous-time state-feedback H2-control of Markovian jump linear systems via convex analysis , 1999, Autom..

[34]  Guo-Ping Liu,et al.  Delay-dependent robust stability criteria for uncertain neutral systems with mixed delays , 2004, Syst. Control. Lett..

[35]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[36]  Jinde Cao,et al.  Robust Exponential Stability of Markovian Jump Impulsive Stochastic Cohen-Grossberg Neural Networks With Mixed Time Delays , 2010, IEEE Transactions on Neural Networks.

[37]  Pramod P. Khargonekar,et al.  FILTERING AND SMOOTHING IN AN H" SETTING , 1991 .

[38]  Qing-Long Han,et al.  Improved stability criteria and controller design for linear neutral systems , 2009, Autom..

[39]  Shengyuan Xu,et al.  Robust H∞ Filtering For Uncertain Stochastic Time‐Delay Systems , 2003 .

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

[41]  Shengyuan Xu,et al.  Robust H∞ control for uncertain stochastic systems with state delay , 2002, IEEE Trans. Autom. Control..

[42]  Shengyuan Xu,et al.  Exponential dynamic output feedback controller design for stochastic neutral systems with distributed delays , 2006, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[43]  Hamid Reza Karimi,et al.  Robust Delay-Dependent $H_{\infty}$ Control of Uncertain Time-Delay Systems With Mixed Neutral, Discrete, and Distributed Time-Delays and Markovian Switching Parameters , 2011, IEEE Transactions on Circuits and Systems I: Regular Papers.

[44]  X. Mao Exponential stability in mean square of neutral stochastic differential functional equations , 1995 .

[45]  Y.-C. Lin,et al.  Robust Mixed$H_2/H_infty$Filtering for Time-Delay Fuzzy Systems , 2006, IEEE Transactions on Signal Processing.