Abstract
This paper deals with the global exponential stability problems for stochastic neutral Markov jump systems (MJSs) with uncertain parameters and multiple time-delays. The delays are respectively considered as constant and time varying cases, and the uncertainties are assumed to be norm bounded. By selecting appropriate Lyapunov-Krasovskii functions, it gives the sufficient condition such that the uncertain neutral MJSs are globally exponentially stochastically stable for all admissible uncertainties. The stability criteria are formulated in the form of linear matrix inequalities (LMIs), which can be easily checked in practice. Finally, two numerical examples are exploited to illustrate the effectiveness of the developed techniques.
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References
N. M. Krasovskii, E. A. Lidskii. Analytical design of controllers in systems with random attributes[J]. Automation and Remote Control, 1961, 22(1–3): 1021–1025, 1141–1146, 1289–1294.
W. P. Blair, D. D. Sworder. Feedback control of a class of linear discrete systems with jump parameters and quadratic cost criteria[J]. International Journal of Control, 1975, 21(3): 833–844.
D. D. Sworder, R. O. Rogers. An LQG solution to a control problem with solar thermal receiver[J]. IEEE Transactions on Automatic Control, 1983, 28(1): 971–978.
M. Atlans. Command and control theory: a challenge to control science[J]. IEEE Transactions on Automatic Control, 1987, 32(4): 286–293.
Y. Ji, H. J. Chizeck. Controllability, stability and continuous time Markov jump linear quadratic control[J]. IEEE Transactions on Automatic Control, 1990, 35(8): 777–788.
Y. Ji, H. J. Chizeck, X. Feng, et al. Stability and control of discretetime jump systems[J]. Control Theory and Advanced Technology, 1991, 7(2): 247–270.
X. Feng, K. A. Loparo, Y. Ji. Stochastic stability properties of jump linear systems[J]. IEEE Transactions on Automatic Control, 1992, 37(1): 38–53.
O. L. V. Costa, M. D. Fragoso. Stability results for discrete-time linear systems with Markovian jumping parameters[J]. Journal of Mathematical Analysis and Applications, 1993, 179(1): 154–178.
G. Pan, Y. Bar-Shalom. Stabilization of jump linear Gaussian systems without mode observations[J]. International Journal of Control, 1996, 64(4): 631–661.
E. K. Boukas, P. Shi. Stochastic stability and guaranteed cost control of discrete-time uncertain systems with Markovian jumping parameters[J]. International Journal of Robust and Nonlinear Control, 1998, 8(3): 1155–1167.
J. Xiong, J. Lam, H. Gao, et al. On robust stabilization of Markovian jump systems with uncertain switching probabilities[J]. Automatica, 2005, 41(5): 897–903.
J. W. Lee, G. E. Dullerud. A stability and contractiveness analysis of discrete-time Markovian jump linear systems[J]. Automatica, 2007, 43(1): 168–173.
K. Benjelloun, E. K. Boukas. Mean square stochastic stability of linear time-delay systems with Markovian jump parameters[J]. IEEE Transactions on Automatic Control, 1998, 43(10): 1456–1460.
M. D. Fragoso, O. L. V. Costa. Mean square stabilizability of continuous time linear systems with partial information on the Markovian jumping parameters[J]. Stochastic Analysis and Applications, 2004, 22(3): 99–111.
M. A. Rami, L. El Ghaoui. Robust stabilization of jump linear systems using linear matrix inequalities [C]//Proceedings Of IFAC Symposium on Robust Control Design. Rio de Janeiro, 1994: 148–151.
S. P. Boyd, L. El Ghaoui, E. Feron. Linear Matrix Inequalities in System and Control Theory[M]. Philadelphia: SIAM, 1994.
X. Mao. Exponential stability of stochastic delay interval systems with Markovian switching[J]. IEEE Transactions on Automatic Control, 2002, 47(10): 1604–1612.
E. K. Boukas, H. Yang. Exponential stabilizability of stochastic systems with Markovian jumping parameters[J]. Automatica, 1999, 35(8): 1437–1441.
A. Bellen, N. Guglielmi, A. E. Ruehli. Methods for linear systems of circuit delay differential equations of neutral type[J]. IEEE Transactions on Circuits Systems, 1999, 46(1): 212–215.
J. H. Park, S. Won. Stability analysis for neutral delay-differential systems[J]. Journal of the Franklin Institute, 2000, 337(1): 1–9.
E. Fridman. New Lyapunov Krasovskii functionals for stability of linear retarded and neutral type systems[J]. Systems & Control Letters, 2001, 43(4): 309–319.
J. H. Park. Simple criterion for asymptotic stability of interval neutral delay-differential system[J]. Applied Mathematics Letters, 2003, 16(7): 1063–1068.
G. Hu, X. Zou. Stability of linear neutral systems with multiple delays: boundary criteria[J]. Applied Mathematics and Computation, 2004, 148(3): 707–715.
M. Liu. Stability analysis of neutral-type nonlinear delayed systems: an LMI approach[J]. Journal of Zhejiang University Science, 2006, 7(2): 237–244.
J. Zhang, P. Shi, J. Qiu. Robust stability criteria for uncertain neutral system with time delay and nonlinear uncertainties[J]. Chaos, Solitons and Fractals, 2008, 38(1): 160–167.
A. Bellen, N. Guglielmi, A. E. Ruehli. Methods for linear systems of circuit delay differential equations of neutral type[J]. IEEE Transactions on Circuits and Systems, 1999, 46(1): 212–216.
D. Yue, Q. Han. A delay-dependent stability criterion of neutral systems and its application to a partial element equivalent circuit model[C]//Proceedings Of the 2004 American Control Conference. Piscataway: IEEE Press, 2004: 5438–5442.
Y. Wang, L. Xie, C. E. de Souza. Robust control of a class of uncertain nonlinear systems[J]. Systems & Control Letters, 1992, 19(2): 139–149.
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This work was supported by the National Natural Science Foundation of China (No.60574001), Program for New Century Excellent Talents in University (No.050485) and Program for Innovative Research Team of Jiangnan University.
Shuping HE was born in 1983. He received his B.S. degree in Automation from Jiangnan University. Currently, he is a Ph.D. candidate at the Institute of Automation of Jiangnan University. His current research includes stochastic system fault detection, filtering and robust control, etc.
Fei LIU was born in 1965. He received the Ph.D. degree in Control Science and Control Engineering from Zhejiang University. He is currently a professor of Jiangnan University at the Institute of Automation. His current research includes advanced control theory and application, industrial process monitoring, and system fault detection and diagnosis, etc.
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He, S., Liu, F. Exponential stability for uncertain neutral systems with Markov jumps. J. Control Theory Appl. 7, 35–40 (2009). https://doi.org/10.1007/s11768-009-7220-5
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DOI: https://doi.org/10.1007/s11768-009-7220-5