Abstract
This paper studies H∞ control of Markovian jump linear singularly perturbed systems (MJLSPSs). A sufficient condition in terms of linear matrix inequalities (LMIs), different from ones in previous existing works, is given for designing H∞ control to overcome the difficulties of solving either Riccati equations or nonlinear matrix inequalities. Then, the jump H∞ controller can be obtained effectively by solving the proposed LMIs. Furthermore, a method is developed for evaluating an allowable upper bound of the singular perturbation parameter, in which a prescribed H∞ performance is satisfied. Finally, two numerical examples are presented to illustrate the effectiveness of the proposed design methods.
Similar content being viewed by others
Availability of data and materials
All data generated or analyzed during this study are included in this article.
References
S. Boyd, L. El Ghaoui, E. Feron, V. Balakrishnan, Linear Matrix Inequalities in System and Control Theory (SIAM, Philadelphia, 1994).
W.H. Chen, J.X. Xu, Z.H. Guan, Guaranteed cost control for uncertain Markovian jump systems with mode-dependent time-delays. IEEE Trans. Autom. Control 48, 2270–2276 (2003)
W.H. Chen, S.T. Yang, X. Lu, Y. Shen, Exponential stability and exponential stabilization of singularly perturbed stochastic systems with time-varying delay. Int. J. Robust Nonlinear Control 20, 2021–2044 (2010)
I. Dassios, G. Tzounas, F. Milano, The Möbius transform effect in singular systems of differential equations. Appl. Math. Comput. 361, 338–353 (2019)
I. Dassios, G. Tzounas, F. Milano, Participation factors for singular systems of differential equations. Circuits Syst. Signal Proces. 39, 83–110 (2020)
I. Dassios, G. Tzounas, F. Milano, Robust stability criterion for perturbed singular systems of linearized differential equations. J. Comput. Appl. Math. 381, 113032 (2021)
J. Dong, G.H. Yang, Robust H∞ control for standard discrete-time singularly perturbed systems. IET Control Theory Appl. 1, 1141–1148 (2007)
J. Dong, G.H. Yang, H∞ control for fast sampling discrete-time singularly perturbed systems. Automatica 44, 1385–1393 (2008)
V. Dragan, P. Shi, E.K. Boukas, Control of singularly perturbed systems with Markovian jump parameters: an H∞ approach. Automatica 35, 1369–1378 (1999)
E. Fridman, Near-optimal H∞ control of linear singularly perturbed systems. IEEE Trans. Autom. Control 41, 236–240 (1996)
H.J. Gao, X.W. Li, H∞ Filtering for discrete-time state-delayed systems with finite frequency specifications. IEEE Trans. Autom. Control 56, 2935–2941 (2011)
V. Glizer, E. Fridman, Stability of singularly perturbed functional differential systems: a spectrum analysis and an LMI approaches. IMA J. Math. Control Inform. 29, 79–111 (2012)
P.V. Kokotovic, H.K. Khalil, J. O’Reilly, Singular Perturbation Methods in Control: Analysis and Design (Academic Press, London, 1986).
X.W. Li, H.J. Gao, Robust finite frequency H∞ filtering for uncertain 2-D Roesser systems. Automatica 48, 1163–1170 (2012)
X.W. Li, J. Lam, H.J. Gao, J.L. Xiong, H∞ and H2 filtering for linear systems with uncertain Markov transitions. Automatica 67, 252–266 (2016)
F. Li, S.Y. Xu, B.Y. Zhang, Resilient asynchronous H∞ Control for discrete-time markov jump singularly perturbed systems based on hidden markov model. IEEE Trans. Syst. Man Cybernet. Syst. 99, 1–10 (2018)
F. Li, J.R. Zhao, S. Song, X. Huang, H. Shen, H∞ Filtering for Markov jump neural networks subject to hidden-Markov mode observation and packet dropouts via an improved activation function dividing method. Neural Process. Lett. 51, 1939–1955 (2020)
H.P. Liu, F.Z. Sun, Z.Q. Sun, H∞ control for Markovian jump linear singularly perturbed systems. IEE Proc. Control Theory Appl. 151, 637–644 (2004)
W. Liu, Y.Y. Wang, Z.M. Wang, H∞ observer-based sliding mode control for singularly perturbed systems with input nonlinearity. Nonlinear Dyn. 85, 573–582 (2016)
A.I. Maalouf, I.R. Petersen, Coherent H∞ control for a class of annihilation operator linear quantum systems. IEEE Trans. Autom. Control 56, 309–319 (2011)
Z. Pan, T. Basar, H∞-optimal control for singularly perturbed systems-Part I: perfect state measurements. Automatica 29, 401–423 (1993)
Z. Pan, T. Basar, H∞-optimal control for singularly perturbed systems-Part II: Imperfect state measurements. IEEE Trans. Autom. Control 39, 280–299 (1994)
Z.G. Pan, T. Basar, Random evolutionary time-scale decomposition in robust control of jump linear systems. In: Proceedings of 35th IEEE Conference on Decision & Control (1996), pp. 505–510.
I.R. Petersen, Robust adaptive H∞ control using integral quadratic constraints. Automatica 44, 2661–2668 (2008)
C.J. Seo, B.K. Kim, Robust reliable H∞ control for linear systems with parameter uncertainty and actuator failure. Automatica 32, 465–467 (1996)
H. Singh, R. H. Brown, D. S. Naidu, Unified approach to H∞-optimal control of singularly perturbed systems: imperfect state measurements, In: Proceedings of the American Control Conference (1999), pp. 2909–2913.
H. Singh, D.S. Naidu, M.L. Nagurka, Unified H∞ approach for a singularly perturbed aircraft model, In: Proceedings of the American Control Conference (2000), pp. 1847–1851.
H. Shen, Y.Z. Men, Z.G. Wu, Ju.H. Park, Nonfragile H∞control for fuzzy Markovian jump systems under fast sampling singular perturbation. IEEE Trans. Syst. Man Cybernet. Syst. 48, 2058–2069 (2018)
H. Shen, Y.Z. Men, Z.G. Wu, Ju.H. Park, V. Sreeram, Fuzzy-Model-Based nonfragile control for nonlinear singularly perturbed Systems with Semi-Markov jump parameters. IEEE Trans. Syst. Man Cybernet. Syst. 26, 3428–3439 (2018)
P. Shi, V. Dragan, Asymptotic H∞ control of singularly perturbed systems with parametric uncertainties. IEEE Trans. Autom. Control 44, 1738–1742 (1999)
Z. Shu, J. Lam, S. Xu, Robust stabilization of Markovian delay systems with delay-dependent exponential estimates. Automatica 42, 2001–2008 (2006)
G.L. Wang, C. Huang, Q.L. Zhang, C.Y. Yang, Stabilisation bound of stochastic singularly perturbed systems with Markovian switching by noise control. IET Control Theory Appl. 8, 367–374 (2014)
J. Wang, K. Liang, X. Huang, Z. Wang, H. Shen, Dissipative fault-tolerant control for nonlinear singular perturbed systems with Markov jumping parameters based on slow state feedback. Appl. Math. Comput. 328, 247–262 (2018)
G.L. Wang, Q.L. Zhang, V. Sreeram, H∞ control for discrete-time singularly perturbed systems with two Markov processes. J. Franklin Inst. 347, 836–847 (2010)
S. Xu, G. Feng, New results on H∞ control of discrete singularly perturbed systems. Automatica 45, 2339–2343 (2009)
G.H. Yang, J.L. Wang, Y.C. Soh, Reliable H∞ control design for linear systems. Automatica 37, 717–725 (2001)
G.G. Yin, H.Q. Zhang, Q. Zhang, Applications of Two-Time-Scale Markovian Systems (Science Press, Beijing, 2013).
G. Zames, Feedback and optimal sensitivity: model reference transformations, multiplicative seminorms and approximate inverses. IEEE Trans. Autom. Control 26, 301–320 (1981)
Acknowledgment
This paper is supported by the National Natural Science Foundation of China (61703447), the Key Teachers Research Foundation of the Henan Higher Education Institutions of China (2019GGJS217, 2020GGJS217), the Research Foundation of the Henan Higher Education Institutions of China (21A110027) and the Key Teachers Research Foundation of Zhoukou Normal University.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Liu, W., Wang, Y. H∞ Control of Markovian Jump Linear Singularly Perturbed Systems. Circuits Syst Signal Process 40, 4230–4245 (2021). https://doi.org/10.1007/s00034-021-01676-y
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00034-021-01676-y