Abstract
This paper is concerned with the problems of stability and H ∞ performance for a class of switched stochastic neutral delay systems. By applying the average dwell time method, sufficient condition is first derived to guarantee the mean-square exponential stability of the switched stochastic neutral system. Then, the condition on a weighted H ∞ performance is proposed. The corresponding results are all formulated in terms of linear matrix inequalities (LMIs). Finally, a numerical example is provided to illustrate the effectiveness of the proposed approach.



Similar content being viewed by others
References
M.S. Branicky, Multiple Lyapunov functions and other analysis tools for switched hybrid systems. IEEE Trans. Autom. Control 43(4), 475–482 (1998)
W. Chang, C. Ku, P. Huang, Robust fuzzy control via observer feedback for passive stochastic fuzzy systems with time-delay and multiplicative noise. Int. J. Innov. Comput., Inf. Control 7(1), 345–364 (2011)
G. Chen, Y. Shen, S. Zhu, H ∞ control for neutral linear stochastic time-delay systems via delay feedback controller, in IEEE 5th International Conference on Bio-inspired Computing: Theories and Applications (2010), pp. 16–20
B. Chen, W. Zhang, Stochastic H 2/H ∞ control with state-dependent noise. IEEE Trans. Autom. Control 49(1), 45–57 (2004)
Y. Chen, W. Zheng, On stability of switched time-delay systems subject to nonlinear stochastic perturbations, in Proceedings of 49th IEEE Conference on Decision and Control (2010), pp. 2644–2649
Y. Chen, W. Zheng, A. Xue, A new result on stability analysis for stochastic neutral systems. Automatica 46(12), 2100–2104 (2010)
S. Cong, S.M. Fei, T. Li, Exponential stability analysis for the switched system with time delay: multiple Lyapunov functions approach. Acta Automatica Sin. 33(9), 985–988 (2007)
M.C.F. Donkers, W.P.M.H. Heemels, N.V.D. Wouw, L. Hetel, Stability analysis of networked control systems using a switched linear systems approach. IEEE Trans. Autom. Control 56(9), 2101–2115 (2011)
D. Du, B. Jiang, P. Shi, S. Zhou, H ∞ filtering of discrete-time switched systems with state delays via switched Lyapunov function approach. IEEE Trans. Autom. Control 52(8), 1520–1525 (2007)
D. Du, B. Jiang, P. Shi, S. Zhou, Robust l 2–l ∞ control for uncertain discrete-time switched systems with delays. Circuits Syst. Signal Process. 25(6), 729–744 (2006)
D. Du, B. Jiang, S. Zhou, Delay-dependent robust stabilization of uncertain discrete-time switched systems with time-varying state delay. Int. J. Syst. Sci. 39(3), 305–313 (2008)
W. Feng, J. Tian, P. Zhao, Stability analysis of switched stochastic systems. Automatica 47(1), 148–157 (2011)
J.P. Hespanha, A.S. Morse, Stability of switched systems with average dwell-time, in Proceedings of the 38th IEEE Conference on Decision and Control (1999), pp. 2655–2660
L. Huang, X. Mao, Delay-dependent exponential stability of neutral stochastic delay systems. IEEE Trans. Autom. Control 54(1), 147–152 (2009)
T.C. Lee, Z. Jiang, Uniform asymptotic stability of nonlinear switched systems with an application to mobile robots. IEEE Trans. Autom. Control 53(5), 1235–1252 (2008)
L. Li, J. Zhao, G.M. Dimirovski, Robust H ∞ control for a class of switched non-linear systems with neutral uncertainties. Trans. Inst. Meas. Control 32(6), 635–659 (2010)
X. Lin, H. Du, S. Li, Finite-time boundedness and L 2-gain analysis for switched delay systems with norm-bounded disturbance. Appl. Math. Comput. 217(12), 5982–5993 (2011)
P. Liu, Stability criterion of neutral time-varying delay systems. ICIC Express Lett. 4(4), 1367–1372 (2010)
J. Liu, X. Liu, W. Xie, Exponential stability of switched stochastic delay systems with non-linear uncertainties. Int. J. Syst. Sci. 40(6), 637–648 (2009)
Q. Luo, X. Mao, Y. Shen, New criteria on exponential stability of neutral stochastic differential delay equations. Syst. Control Lett. 55(10), 826–834 (2005)
S. Muralisankar, N. Gopalakrishnan, P. Balasubramaniam, Robust exponential stability criteria for T-S fuzzy stochastic delayed neural networks of neutral type. Circuits Syst. Signal Process. 30(6), 1617–1641 (2011)
K. Narendra, J. Balakrishnan, A common Lyapunov function for stable LTI systems with commuting A-matrices. IEEE Trans. Autom. Control 39(12), 2469–2471 (1994)
S.K. Nguang, P. Shi, Fuzzy H ∞ output feedback control of nonlinear systems under sampled measurements. Automatica 39(12), 2169–2174 (2003)
S.K. Nguang, P. Shi, H ∞ fuzzy output feedback control design for nonlinear systems: an LMI approach. IEEE Trans. Fuzzy Syst. 11(3), 331–340 (2003)
J. Qiu, H. He, P. Shi, Robust H ∞ stochastic stabilization and control for neutral stochastic systems with distributed delays. Circuits Syst. Signal Process. 30(2), 287–301 (2011)
J. Samuels, On the mean square stability of random linear systems. IRE Trans. Circuit Theory 6(5), 248–259 (1959)
X. Su, P. Shi, L. Wu, Y. Song, A novel approach to filter design for T-S fuzzy discrete-time systems with time-varying delay. IEEE Trans. Fuzzy Syst. (2012). doi:10.1109/TFUZZ.2012.2196522
X. Sun, J. Zhao, B. Chen, Robust H ∞ reliable control for a class of nonlinear uncertain neutral delay systems. J. Control Theory Appl. 2(3), 222–228 (2004)
X. Sun, J. Zhao, D.J. Hill, Stability and L 2-gain analysis for switched systems: a delay-dependent method. Automatica 42(10), 1769–1774 (2006)
Z. Tai, X. Wang, Real stability radius of nonlinear neutral systems with multiple delays. ICIC Express Lett. 4(1), 121–124 (2010)
L. Wu, D.W.C. Ho, J. Lam, H ∞ model reduction for continuous-time switched stochastic hybrid systems. Int. J. Syst. Sci. 40(12), 1241–1251 (2009)
L. Wu, X. Su, P. Shi, J. Qiu, Model approximation for discrete-time state-delay systems in the T-S fuzzy framework. IEEE Trans. Fuzzy Syst. 19(2), 366–378 (2011)
L. Wu, X. Su, P. Shi, J. Qiu, A new approach to stability analysis and stabilization of discrete-time T-S fuzzy time-varying delay systems. IEEE Trans. Syst. Man Cybern., Part B, Cybern. 41(1), 273–286 (2011)
Z. Xiang, C. Qiao, R. Wang, Robust H ∞ reliable control of uncertain stochastic switched non-linear systems. Int. J. Adv. Mechatron. Syst. 3(2), 98–108 (2011)
Z. Xiang, Y.N. Sun, Q. Chen, Robust reliable stabilization of uncertain switched neutral systems with delayed switching. Appl. Math. Comput. 217(23), 9835–9844 (2011)
Z. Xiang, R. Wang, Q. Chen, Robust reliable stabilization of stochastic switched nonlinear systems under asynchronous switching. Appl. Math. Comput. 217(19), 7725–7736 (2011)
D. Xie, Y. Wu, Stabilisation of time-delay switched systems with constrained switching signals and its applications in networked control systems. IET Control Theory Appl. 4(10), 2120–2128 (2010)
S. Xu, T. Chen, Robust H ∞ control for uncertain stochastic systems with state delay. IEEE Trans. Autom. Control 47(12), 2089–2094 (2002)
S. Xu, T. Chen, H ∞ feedback control for uncertain stochastic systems with time-varying delays. Automatica 40(12), 2091–2098 (2004)
S. Xu, J. Lam, On H ∞ filtering for a class of uncertain nonlinear neutral systems. Circuits Syst. Signal Process. 23(3), 215–230 (2004)
S. Xu, P. Shi, Y. Chu, Y. Zou, Robust stochastic stabilization and H ∞ control of uncertain neutral stochastic time-delay systems. J. Math. Anal. Appl. 314(1), 1–16 (2006)
K.W. Yu, Further results on new stability analysis for uncertain neutral systems with time-varying delay. Int. J. Innov. Comput., Inf. Control 6(3A), 1133–1140 (2010)
Acknowledgements
This work was supported by the National Natural Science Foundation of China under Grant No. 60974027 and NUST Research Funding (2011YBXM26). The work of M.S. Mahmoud was supported by the deanship of scientific research (DSR) at KFUPM through project IN100018.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Chen, G., Xiang, Z. & Mahmoud, M.S. Stability and H ∞ Performance Analysis of Switched Stochastic Neutral Systems. Circuits Syst Signal Process 32, 387–400 (2013). https://doi.org/10.1007/s00034-012-9459-1
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00034-012-9459-1