A novel result on stability analysis for uncertain neutral stochastic time-varying delay systems

Generalized Finsler lemma is applied to deduce delay-dependent stability conditions.The case is considered that the discrete delay is different from the neutral delay.Model transformation, cross-terms estimation and free-weighting matrices are avoided.The conditions show less conservatism and involves fewer computational variables.Numerical examples show that the proposed approach improves some existing ones. This paper is concerned with the mean-square exponential stability analysis for uncertain neutral linear stochastic time-varying delay systems. By Lyapunov-Krasovskii theory and linear matrix inequality method, under the generalized Finsler lemma (GFL) framework, delay-dependent mean-square exponential stability criteria are established without involving model transformation, cross-terms bounding technique or additional free-weighting matrix. Moreover, GFL is also employed to obtain stability criteria for a class of uncertain linear stochastic neutral systems with different discrete and neutral delays. Numerical examples are presented to verify that the proposed approach is both less conservative and less computationally complex than the existing results.

[1]  Zhi-Hong Guan,et al.  Delay-dependent exponential stability of uncertain stochastic systems with multiple delays: an LMI approach , 2005, Syst. Control. Lett..

[2]  Oh-Min Kwon,et al.  An Improved Delay-Dependent Criterion for Asymptotic Stability of Uncertain Dynamic Systems with Time-Varying Delays , 2010 .

[3]  Xiaodi Li,et al.  Global robust stability for stochastic interval neural networks with continuously distributed delays of neutral type , 2010, Appl. Math. Comput..

[4]  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.

[5]  Wei Xing Zheng,et al.  Stability and $L_{2}$ Performance Analysis of Stochastic Delayed Neural Networks , 2011, IEEE Transactions on Neural Networks.

[6]  Keqin Gu Discretized Lyapunov functional for uncertain systems with multiple time-delay , 1999 .

[7]  Ju H. Park,et al.  Dissipativity analysis of stochastic neural networks with time delays , 2012 .

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

[9]  Lihua Xie,et al.  Further Improvement of Free-Weighting Matrices Technique for Systems With Time-Varying Delay , 2007, IEEE Transactions on Automatic Control.

[10]  Svetlana Jankovic,et al.  Moment exponential stability and integrability of stochastic functional differential equations , 2012, Appl. Math. Comput..

[11]  Huaicheng Yan,et al.  Delay-dependent robust stability criteria of uncertain stochastic systems with time-varying delay☆ , 2009 .

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

[13]  Krishnan Balachandran,et al.  Mean square stability of semi-implicit Euler method for linear stochastic differential equations with multiple delays and Markovian switching , 2008, Appl. Math. Comput..

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

[15]  Yun Chen,et al.  Delay-Dependent Robust Control for Uncertain Stochastic Time-Delay Systems , 2008 .

[16]  S. Niculescu Delay Effects on Stability: A Robust Control Approach , 2001 .

[17]  Zhengrong Xiang,et al.  Robust reliable stabilization of stochastic switched nonlinear systems under asynchronous switching , 2011, Appl. Math. Comput..

[18]  V. Suplin,et al.  H/sub /spl infin// control of linear uncertain time-delay systems-a projection approach , 2006, IEEE Transactions on Automatic Control.

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

[20]  M. Parlakçi Extensively augmented Lyapunov functional approach for the stability of neutral time-delay systems , 2008 .

[21]  Ju H. Park,et al.  On delay-dependent robust stability of uncertain neutral systems with interval time-varying delays , 2008, Appl. Math. Comput..

[22]  Shengyuan Xu,et al.  On Equivalence and Efficiency of Certain Stability Criteria for Time-Delay Systems , 2007, IEEE Transactions on Automatic Control.

[23]  Ju H. Park,et al.  New delay-partitioning approaches to stability criteria for uncertain neutral systems with time-varying delays , 2012, J. Frankl. Inst..

[24]  Pagavathigounder Balasubramaniam,et al.  LMI optimization problem of delay-dependent robust stability criteria for stochastic systems with polytopic and linear fractional uncertainties , 2012, Int. J. Appl. Math. Comput. Sci..

[25]  D. H. Ji,et al.  Synchronization of neutral complex dynamical networks with coupling time-varying delays , 2011 .

[26]  Jianbin Qiu,et al.  A New Design of Delay-Dependent Robust ${\cal H}_{\bm \infty}$ Filtering for Discrete-Time T--S Fuzzy Systems With Time-Varying Delay , 2009, IEEE Transactions on Fuzzy Systems.

[27]  R. Rakkiyappan,et al.  Delay-dependent stability of neutral systems with time-varying delays using delay-decomposition approach , 2012 .

[28]  Ju H. Park,et al.  A novel delay-dependent criterion for delayed neural networks of neutral type , 2010 .

[29]  R. Brayton Bifurcation of periodic solutions in a nonlinear difference-differential equations of neutral type , 1966 .

[30]  Wei Xing Zheng,et al.  On stability of switched time-delay systems subject to nonlinear stochastic perturbations , 2010, 49th IEEE Conference on Decision and Control (CDC).

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

[32]  Shouming Zhong,et al.  Delay-dependent stochastic stability criteria for Markovian jumping neural networks with mode-dependent time-varying delays and partially known transition rates , 2012, Appl. Math. Comput..

[33]  Dong Yue,et al.  Network-based robust H ∞ control of systemswith uncertainty , 2005 .

[34]  PooGyeon Park,et al.  Delay-dependent stability criteria for systems with asymmetric bounds on delay derivative , 2011, J. Frankl. Inst..

[35]  P. Balasubramaniam,et al.  Improved results on robust stability of neutral systems with mixed time-varying delays and nonlinear perturbations , 2011 .

[36]  Y. Kuang Delay Differential Equations: With Applications in Population Dynamics , 2012 .

[37]  Qing-Guo Wang,et al.  Delay-range-dependent stability for systems with time-varying delay , 2007, Autom..