Abstract
This paper investigates the problem of the optimal guaranteed cost sliding mode control (SMC) for a class of uncertain switched systems, in which the sojourn probabilities staying in each subsystem are available. By introducing a set of stochastic variables, a new type of switched system model with known sojourn probabilities is constructed. And then, the SMC law is synthesized such that the reachability of the specified common sliding surface can be ensured. Moreover, some sufficient conditions are derived to ensure the mean-square stability of the closed-loop system with quadratic guaranteed cost function. The optimal solution of the guaranteed SMC scheme is established for the closed-loop systems. Finally, a numerical example is provided to illustrate the proposed method.
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References
D. Liberzon, Switching in Systems and Control, Springer Science & Business Media, 2012.
L. Gurvits, R. Shorten, and O. Mason, “On the stability of switched positive linear systems,” IEEE Trans. on Automatic Control, vol. 52, no. 6, pp. 1099–1103, June 2007.
Y. Li, Y. Sun, and F. Meng, “New criteria for exponential stability of switched time-varying systems with delays and nonlinear disturbances,” Nonlinear Analysis: Hybrid Systems, vol.26, pp. 284–291, November 2017.
H. Ren, G. Zong, and T. Li. “Event-triggered finite-time control for networked switched linear systems with asynchronous switching,” IEEE Trans. on Systems, Man, and Cybernetics: Systems, vol. PP, no. 99, pp. 1–11, January 2018.
X. Zhao, L. Zhang, P. Shi, and M. Liu, “Stability of switched positive linear systems with average dwell time switching,” Automatica, vol. 48, no. 6, pp. 1132–1137, June 2012.
H. Zhao, Y. Niu, and J. Song, “Finite-time output feedback control of uncertain switched systems via sliding mode design,” International Journal of Systems Science, vol. 49, no. 5, pp. 984–996, February 2018.
L. Rodrigues and S. Boyd, “Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization,” Systems & Control Letters, vol. 54, no. 9, pp. 835–853, September 2005.
T. Yuno and T. Ohtsuka, “A sufficient condition for the stability of discrete-time systems with state-dependent coefficient matrices,” IEEE Trans. on Automatic Control, vol. 59, no. 1, pp. 243–248, June 2014.
W. Qi, X. Kao, and X. Gao, “Further results on finite-time stabilisation for stochastic Markovian jump systems with time-varying delay,” International Journal of Systems Science, vol. 48, no. 14, pp. 2967–2975, August 2017.
W. Qi, X. Kao, and X. Gao, “Passivity and passification for stochastic systems with Markovian switching and generally uncertain transition rates,” International Journal of Control, Automation and Systems, vol. 15, no. 5, pp. 2174–2181, October 2017.
E. Tian, W K. Wong, and D. Yue, “Robust H¥ control for switched systems with input delays: A sojourn-probabilitydependent method,” Information Sciences, vol. 283, pp. 22–35, November 2014.
E. Tian, W K. Wong, D. Yue, and T. C. Yang, “H¥ filtering for discrete-time switched systems with known sojourn probabilities measurements,” IEEE Trans. on Automatic Control, vol. 60, no. 9, pp. 2446–2451, March 2015.
J. Song, Y. Niu, J. Lam, and H. K. Lam, “Fuzzy remote tracking control for randomly varying local nonlinear models under fading and missing measurements,” IEEE Trans. on Fuzzy Systems, vol. 26, no. 3, pp. 1125–1137, May 2017.
Y. Niu and D.W. Ho, “Design of sliding mode control subject to packet losses,” IEEE Trans. on Automatic Control, vol. 55, no. 11, pp. 2623–2628, August 2010.
H. Dong, Z. Wang, S X. Ding, and H. Gao, “Finite-horizon reliable control with randomly occurring uncertainties and nonlinearities subject to output quantization,” Automatica, vol. 52, pp. 355–362, February 2015.
M. Kalidass, H. Su, Y. Q. Wu, and S. Rathinasamy, “H¥ filtering for impulsive networked control systems with random packet dropouts and randomly occurring nonlinearities,” International Journal of Robust and Nonlinear Control, vol. 25, no. 12, pp. 1767–1782, August 2015.
A. Elahi and A. Alfi, “Finite-time H¥ control of uncertain networked control systems with randomly varying communication delays,” ISA Transactions, vol. 69, pp. 65–88, July 2017.
B. Zheng and J. H. Park, “Sliding mode control design for linear systems subject to quantization parameter mismatch,” Journal of the Franklin Institute, vol. 353, no. 1, pp. 37–53, January 2016.
E. Tian and D. Yue, “A new state feedback H¥ control of networked control systems with time-varying network conditions,” Journal of the Franklin Institute, vol. 349, no. 3, pp. 891–914, April 2012.
R. Galván-Guerra, L. Fridman, J. E. Velázquez-Velázquez, S. Kamal, and B. Bandyopadhyay, “Continuous output integral sliding mode control for switched linear systems,” Nonlinear Analysis: Hybrid Systems, vol. 22, pp. 284–305, November 2016.
X. Su, X. Liu, P. Shi, and R. Yang, “Sliding mode control of discrete-time switched systems with repeated scalar nonlinearities,” IEEE Trans. on Automatic Control, vol. 62, no. 9, pp. 4604–4610, November 2017.
Y. Liu, Y. Niu, Y. Zou, and H. R. Karimi, “Adaptive sliding mode reliable control for switched systems with actuator degradation,” IET Control Theory & Applications, vol. 9, no. 8, pp. 1197–1204, May 2015.
E. Hernandez-Vargas, P. Colaneri, R. Middleton, and F. Blanchini, “Discrete-time control for switched positive systems with application to mitigating viral escape,” International Journal of Robust and Nonlinear Control, vol. 21, no. 10, pp. 1093–1111, July 2011.
H. Trinh, “Switching design for suboptimal guaranteed cost control of 2-D nonlinear switched systems in the Roesser model,” Nonlinear Analysis: Hybrid Systems, vol. 24, pp. 45–57, May 2017.
G. Zong, X. Wang, and H. Zhao, “Robust finite-time guaranteed cost control for impulsive switched systems with time-varying delay,” International Journal of Control, Automation and Systems, vol. 15, no. 1, pp. 113–121, February 2017.
J. Song, Y. Niu, and Y. Zou, “Asynchronous sliding mode control of Markovian jump systems with time-varying delays and partly accessible mode detection probabilities,” Automatica, vol. 93, pp. 33–41, July 2018.
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Recommended by Editor Jessie (Ju H.) Park. This work was supported in part by the NNSF (61673174, 61773162).
Haijuan Zhao is now pursuing her Ph.D. degree in Control Sciences and Engineering at East China University of Science and Technology, Shanghai, China. Her current research interests include switched systems, finite-time stability, and sliding mode control.
Yugang Niu is a professor with the East China University of Science & Technology. His research Areas includes sliding mode control, stochastic systems, wireless sensor networks, microgrid.
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Zhao, H., Niu, Y. Guaranteed Cost Sliding Mode Control of Switched Systems with Known Sojourn Probabilities. Int. J. Control Autom. Syst. 16, 2822–2831 (2018). https://doi.org/10.1007/s12555-018-0093-y
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DOI: https://doi.org/10.1007/s12555-018-0093-y