Abstract
This paper mainly discusses the stabilization problem for discrete-time Markov jump linear systems (MJLSs) involving multiplicative noise with an infinite horizon. The cost weighting matrices are generalized to be indefinite. To the best of our knowledge, this paper is novel and unlike most previous studies, it provides the necessary and sufficient conditions that stabilize the MJLSs in the mean square sense with indefinite weighting matrices.
Similar content being viewed by others
References
Costa O L V, Fragoso M D, Marques R P. Discrete Time Markov Jump Linear Systems. Berlin: Springer, 2005
Zhang L X, Boukas E K. H∞ control for discrete-time Markovian jump linear systems with partly unknown transition probabilities. Int J Robust Nonlinear Control, 2009, 19: 868–883
Shi P, Boukas E K, Agarwal R K. Control of Markovian jump discrete-time systems with norm bounded uncertainty and unknown delay. IEEE Trans Autom Control, 1999, 44: 2139–2144
Wu L G, Shi P, Gao H J. State estimation and sliding-mode control of Markovian jump singular systems. IEEE Trans Autom Control, 2010, 55: 1213–1219
Costa O L V, Assumpção Filho E O, Boukas E K, et al. Constrained quadratic state feedback control of discrete-time Markovian jump linear systems. Automatica, 1999, 35: 617–626
Costa O L V. Linear minimum mean square error estimation for discrete-time Markovian jump linear systems. IEEE Trans Autom Control, 1994, 39: 1685–1689
Costa O L V, do Val J B R. Full information H∞-control for discrete-time infinite Markov jump parameter systems. J Math Anal Appl, 1996, 202: 578–603
Chen S, Li X, Zhou X Y. Stochastic linear quadratic regulators with indefinite control weight costs. SIAM J Control Optim, 1998, 36: 1685–1702
Li X, Zhou X Y, Rami M A. Indefinite stochastic linear quadratic control with Markovian jumps in infinite time horizon. J Global Optim, 2003, 27: 149–175
Ma S, Boukas E K. Guaranteed cost control of uncertain discrete-time singular Markov jump systems with indefinite quadratic cost. Int J Robust Nonlinear Control, 2011, 21: 1031–1045
Costa O L V, de Paulo W L. Indefinite quadratic with linear costs optimal control of Markov jump with multiplicative noise systems. Automatica, 2007, 43: 587–597
Costa O L V, de Paulo W L. Generalized coupled algebraic riccati equations for discrete-time Markov jump with multiplicative noise systems. Eur J Control, 2008, 14: 391–408
Zhao J T, Chen Z Q, Liu Z X. A novel matrix approach for the stability and stabilization analysis of colored Petri nets. Sci China Inf Sci, 2019, 62: 192202
Rami M A, Chen X, Moore J B, et al. Solvability and asymptotic behavior of generalized Riccati equations arising in indefinite stochastic LQ controls. IEEE Trans Autom Control, 2001, 46: 428–440
Ju P J, Zhang H S. Achievable delay margin using LTI control for plants with unstable complex poles. Sci China Inf Sci, 2018, 61: 092203
Rami M A, Zhou X Y. Linear matrix inequalities, Riccati equations, and indefinite stochastic linear quadratic controls. IEEE Trans Autom Control, 2000, 45: 1131–1143
Costa O L V, Fragoso M D. Stability results for discrete-time linear systems with Markovian jumping parameters. J Math Anal Appl, 1993, 179: 154–178
Zhang H S, Xu J J. Optimal control with irregular performance. Sci China Inf Sci, 2019, 62: 192203
Li H D, Han C Y, Zhang H S, et al. Optimal control and stabilization for networked systems with input delay and Markovian packet losses. IEEE Trans Syst Man Cybern Syst, 2019. doi: https://doi.org/10.1109/tsmc.2019.2938792
Zhang H S, Li L, Xu J J, et al. Linear quadratic regulation and stabilization of discrete-time systems with delay and multiplicative noise. IEEE Trans Autom Control, 2015, 60: 2599–2613
Zhang H S, Xu J J. Control for Itô stochastic systems with input delay. IEEE Trans Autom Control, 2017, 62: 350–365
Zhang H S, Qi Q Y, Fu M Y. Optimal stabilization control for discrete-time mean-field stochastic systems. IEEE Trans Autom Control, 2019, 64: 1125–1136
Rami M A, Chen X, Zhou X Y. Discrete-time indefinite LQ control with state and control dependent noises. J Glob Optim, 2002, 23: 245–265
Albert A. Conditions for positive and nonnegative definiteness in terms of pseudo-inverse. SIAM J Control Optim, 1969, 17: 434–440
Li H D, Han C Y, Zhang H S. Optimal control problem for discrete-time Markov jump systems with indefinite weight costs. In: Proceedings of the 11th International Conference on Intelligent Robotics and Applications, Newcastle, 2018. 144–152
Zhang W H, Chen B S. On stabilizability and exact observability of stochastic systems with their applications. Automatica, 2004, 40: 87–94
Zhang H S, Wang H X, Li L. Adapted and casual maximum principle and analytical solution to optimal control for stochastic multiplicative-noise systems with multiple input-delays. In: Proceedings of the 51st IEEE Conference on Decision and Control, Hawaii, 2012. 2122–2127
Acknowledgements
This work was supported by National Natural Science Foundation of China (Grant Nos. 61633014, U1701264), Foundation for Innovative Research Groups of National Natural Science Foundation of China (Grant No. 61821004), and Postdoctoral Science Foundation of China (Grant No. 2017M622231).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Li, H., Han, C. & Zhang, H. Stabilization analysis for Markov jump systems with multiplicative noise and indefinite weight costs. Sci. China Inf. Sci. 64, 152203 (2021). https://doi.org/10.1007/s11432-019-2842-8
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11432-019-2842-8