Abstract
This paper presents an H∞ controller design method for piecewise discrete time linear systems based on a piecewise quadratic Lyapunov function. It is shown that the resulting closed loop system is globally stable with guaranteed H∞ performance and the controller can be obtained by solving a set of bilinear matrix inequalities. It has been shown that piecewise quadratic Lyapunov functions are less conservative than the global quadratic Lyapunov functions. A simulation example is also given to illustrate the advantage of the proposed approach.
Similar content being viewed by others
References
J. I. Imura, A. van der Schaft, Characterization of well-posedness of piecewise-linear systems, IEEE Trans. on Automatic Control, Vol. 45, No.9, pp.1600–1619, 2000.
M. Johansson, A. Rantzer, Computation of piecewise quadratic Lyapunov functions for hybrid systems, IEEE Trans. on Automatic Control, Vol.43, No.4, pp.555–559, 1998.
A. Rantzer, M. Johansson, Piecewise linear quadratic optimal control, IEEE Trans, on Automatic Control, Vol. 45, No. 4, pp. 629 - 637, 2000.
A.Hassibi, S.Boyd, Quadratic stabilization and control of piecewise-linear systems, Proc. American Control Conf., IEEE Publishing City, Philadelphia, pp.3659–3664, 1998.
S. Pettersson, B. Lennartson, LMI approach for stability and robusness of hybrid systems. Proc. American Control Conf.. pp.1714–1718. Albuquerque, Piscataway, NJ, 1997.
S. Pettersson, B. Lennartson, Exponential stability analysis of nonlinear systems using LMIs, Proc. the 36 th IEEE Conf. Decision and Control, pp. 199–204, IEEE Publishing City, San Diego, CA, 1997.
O. Slupphaug, B.A. Foss, Constrained quadratic stabilization of discrete time uncertain nonlinear multi-model systems using piecewise affine state feedback, Int. J. Control, Vol.72, No.7, pp.686–701, 1999.
F. A. Cuzzola, M. Morari, A generalized approach for analysis and control of discrete time piecewise affine and hybrid systems, Hybrid Systems: Computation and Control-Lecture Notes in Computer Sciences 2034, Springer Verlag, Berlin, pp. 189 -203, 2001.
D. Mignone, G. Ferrari-Trecate, M. Morari, Stability and stabilization of piecewise affine and hybrid systems: An LMI approach, Proc. the 39th IEEE Conf. Decision and Control, pp. 504–509, IEEE Publishing City, Sydney, Australia, 2000.
A. Bempard, G. Ferrari-Trecate, M. Morari, Observability and controllability of piecewise affine and hybrid systems, IEEE Trans. on Automatic Control, Vol.45, No. 10, pp.1864–1876, 2000.
N.B.O.L. Pettit, P.E. Wellstead, Analyzing piecewise linear dynamical systems, IEEE Control Systems Magazine, Vol. 15, No. 5, pp.43–50, 1995.
M. Kantner, Robust stability of piecewise linear discrete time systems, Proc. American Control Conf., Albuquerque, Piscataway, NJ, pp. 1241–1245, 1997.
E. D. Sontag, Nonlinear regulation: the piecewise linear approach, IEEE Trans. on Automatic Control, Vol. 26, No. 2, pp. 346 - 357, 1981.
L. Chua, A. Deng, Canonical piecewise-linear modelling, IEEE Trans, on Circuits and Systems, Vol.33, No. 5, pp.511–525, 1986.
G. Feng, Stability analysis of piecewise discrete time linear systems, IEEE Trans, on Automatic Control, Vol.47, No. 7, pp. 1108 - 1112, 2002.
S. Boyd, L. Ghaoui, E. Feron, V. Balakrishnan, Linear Matrix Inequalities in Systems and Control Theory, PA: SIAM, Philadelphia, 1994.
P. Gahinet, A. Nemirovski, A. Laub, M. Chilali, The LMI Control Toolbox, The Mathworks, Inc., 1995.
K.C. Goh, L. Turan, M.G. Safonov, G.P. Papavassilopoulos, and J. H. Ly, Biaffine matrix inequality properties and computational methods, Proc. American Control Conf., IEEE Publishing City, Baltimore, MD, pp.850–855, 1994.
Author information
Authors and Affiliations
Additional information
The work was partially supported by a grant from the Research Grants Council of the Hong Kong Special Administrative Region, China ( No. : CityU 1024/02E).
Rights and permissions
About this article
Cite this article
Feng, G. H∞ controller synthesis of piecewise discrete time linear systems. J. Control Theory Appl. 1, 28–34 (2003). https://doi.org/10.1007/s11768-003-0005-3
Issue Date:
DOI: https://doi.org/10.1007/s11768-003-0005-3