Abstract
This chapter is concerned with the sliding mode control of continuous- and discrete-time switched stochastic hybrid systems. By designing integral-type sliding surface functions, the sliding mode dynamics are established for continuous- and discrete-time systems, respectively. Then, by applying the average dwell time method and the piecewise Lyapunov function technique, sufficient conditions are proposed for the mean-square exponential stability of the sliding mode dynamics. A weighted \(\mathcal{H}_{\infty}\) performance is also proposed for the discrete-time case. Sliding mode controllers for reaching motions of the continuous- and discrete-time switched stochastic hybrid systems are then designed, such that the trajectories of the resulting closed-loop systems can be driven onto the prescribed sliding surfaces and maintained there for all subsequent times. Finally, a numerical example is provided to illustrate the effectiveness of the proposed design scheme.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Alessandri, A., Baglietto, M., Battistelli, G.: A maximum-likelihood Kalman filter for switching discrete-time linear systems. Automatica 46(11), 1870–1876 (2010)
Allerhand, L.I., Shaked, U.: Robust stability and stabilization of linear switched systems with dwell time. IEEE Trans. Automat. Control 56(2), 381–386 (2011)
Cheng, D., Guo, L., Lin, Y., Wang, Y.: Stabilization of switched linear systems. IEEE Trans. Automat. Control 50(5), 661–666 (2005)
Choi, H.H.: On the existence of linear sliding surfaces for a class of uncertain dynamic systems with mismatched uncertainties. Automatica 35(10), 1707–1715 (1999)
Colaneri, P., Geromel, J.C., Astolfi, A.: Stabilization of continuous-time switched nonlinear systems. Systems and Control Letters 57(1), 95–103 (2008)
Decarlo, R.A., Branicky, M.S., Pettersson, S., Lennartson, B.: Perspectives and results on the stability and stabilizability of hybrid systems. Proceedings of The IEEE 88(7), 1069–1082 (2000)
Deaecto, G.S., Geromel, J.C., Daafouz, J.: Trajectory-dependent filter design for discrete-time switched linear systems. Nonlinear Analysis – Hybrid Systems 4(1), 1–8 (2010)
Deaecto, G.S., Geromel, J.C., Daafouz, J.: Dynamic output feedback \(\mathcal{H}_{\infty}\) control of switched linear systems. Automatica 47(8), 1713–1720 (2011)
Du, D., Jiang, B., Shi, P.: Active fault-tolerant control for switched systems with time delay. International Journal of Adaptive Control and Signal Processing 25(5), 466–480 (2011)
Gao, H., Lam, J., Wang, C.: Model simplification for switched hybrid systems. Systems and Control Letters 55(12), 1015–1021 (2006)
Han, X., Fridman, E., Spurgeon, S.K.: Sliding mode control in the presence of input delay: a singular perturbation approach. Automatica 48(8), 1904–1912 (2012)
Hespanha, J.P., Morse, A.S.: Stability of switched systems with average dwell time. In: Proc. 38th Conf. Decision Control, Phoenix, AZ, pp. 2655–2660 (1999)
Hespanha, J.P., Morse, A.S.: Switching between stabilizing controllers. Automatica 38(11), 1905–1917 (2002)
Hetel, L., Daafouz, J., Iung, C.: Stabilization of arbitrary switched linear systems with unknown time-varying delays. IEEE Trans. Automat. Control 51(10), 1668–1674 (2006)
Higham, D.J.: An algorithmic introduction to numerical simulation of stochastic differential equations. SIAM Review 43(3), 525–546 (2001)
Ishii, H., Francis, B.A.: Stabilizing a linear system by switching control with dwell time. IEEE Trans. Automat. Control 47(12), 1962–1973 (2002)
Kim, K.-S., Park, Y., Oh, S.-H.: Designing robust sliding hyperplanes for parametric uncertain systems: a Riccati approach. Automatica 36(7), 1041–1048 (2000)
Liberzon, D.: Switching in Systems and Control. Birkhauser, Boston (2003)
Liberzon, D., Morse, A.S.: Basic problems in stability and design of switched systems. IEEE Control Systems Magazine 19(5), 59–70 (1999)
Lin, H., Antsaklis, P.J.: Stability and stabilizability of switched linear systems: a survey of recent results. IEEE Trans. Automat. Control 54(2), 308–322 (2009)
Michel, A.N.: Recent trends in the stability analysis of hybrid dynamical systems. IEEE Trans. Circuits and Systems – I: Fundamental Theory and Applications 46(1), 120–134 (1999)
Niu, Y., Ho, D.W.C., Lam, J.: Robust integral sliding mode control for uncertain stochastic systems with time-varying delay. Automatica 41(5), 873–880 (2005)
Niu, Y., Ho, D.W.C., Wang, X.: Sliding mode control for Itô stochastic systems with Markovian switching. Automatica 43(10), 1784–1790 (2007)
Seatzu, C., Corona, D., Giua, A., Bemporad, A.: Optimal control of continuous-time switched affine systems. IEEE Transactions on Automatic Control 51(5), 726–741 (2006)
Shi, P., Xia, Y., Liu, G.P., Rees, D.: On designing of sliding-mode control for stochastic jump systems. IEEE Trans. Automat. Control 51(1), 97–103 (2006)
Wang, D., Wang, W., Shi, P.: Robust fault detection for switched linear systems with state delays. IEEE Trans. Systems, Man, and Cybernetics, Part B: Cybernetics 39(3), 800–805 (2009)
Wu, L., Ho, D.W.C.: Reduced-order \(\mathcal{L}_{2}\)-\(\mathcal{L}_{\infty}\) filtering of switched nonlinear stochastic systems. IET Control Theory and Applications 3(5), 493–508 (2009)
Wu, L., Lam, J.: Weighted \(\mathcal{H}_{\infty}\) filtering of switched systems with time-varying delay: average dwell time approach. Circuits Systems and Signal Processing 28(6), 1017–1036 (2009)
Wu, L., Lam, J.: Sliding mode control of switched hybrid systems with time-varying delay. Int. J. Adapt. Control Signal Process 22(10), 909–931 (2008)
Wu, L., Qi, T., Feng, Z.: Average dwell time approach to \(\mathcal{L}_{2}\)-\(\mathcal{L}_{\infty}\) control of switched delay systems via dynamic output feedback. IET Control Theory and Applications 3(10), 1425–1436 (2009)
Wu, L., Zheng, W.X.: Weighted \(\mathcal{H}_{\infty}\) model reduction for switched hybrid systems with time-varying delay. Automatica 45(1), 186–193 (2009)
Wu, L., Zheng, W.X.: Passivity-based sliding mode control of uncertain singular time-delay systems. Automatica 45(9), 2120–2127 (2009)
Wu, Y., Yu, X.: Variable structure control design for uncertain dynamic systems with disturbances in input and output channels. Automatica 35(2), 311–319 (1999)
Xia, Y., Jia, Y.: Robust sliding-mode control for uncertain time-delay systems: an LMI approach. IEEE Trans. Automat. Control 48(6), 1086–1091 (2003)
Xu, S., Chen, T.: Robust \(\mathcal{H}_{\infty}\) control for uncertain stochastic systems with state delay. IEEE Trans. Automat. Control 47(12), 2089–2094 (2002)
Zhai, G., Lin, H., Kim, Y., Imae, J., Kobayashi, T.: \(\mathcal{L}_{2}\) gain analysis for switched systems with continuous-time and discrete-time subsystems. International Journal of Control 78(15), 1198–1205 (2005)
Zhao, J., Hill, D.J.: On stability, \(\mathcal{L}_{2}\)-gain and \(\mathcal{H}_{\infty}\) control for switched systems. Automatica 44(5), 1220–1232 (2008)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Wu, L., Gao, H., Yin, S. (2015). Sliding Mode Control of Switched Stochastic Hybrid Systems. In: Yu, X., Önder Efe, M. (eds) Recent Advances in Sliding Modes: From Control to Intelligent Mechatronics. Studies in Systems, Decision and Control, vol 24. Springer, Cham. https://doi.org/10.1007/978-3-319-18290-2_11
Download citation
DOI: https://doi.org/10.1007/978-3-319-18290-2_11
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-18289-6
Online ISBN: 978-3-319-18290-2
eBook Packages: EngineeringEngineering (R0)