Abstract
This paper studies robust problems of a class of discrete-time positive switched systems with uncertainties. The uncertainties refer to interval and polytopic uncertainties. By means of the multiple linear copositive Lyapunov functions approach, the robust stability of autonomous systems with average dwell time is solved. Then, the control synthesis of non-autonomous systems with average dwell time is discussed. State-feedback and output-feedback controllers are designed to guarantee the robust stabilization of the considered systems, respectively. All present conditions are solvable in terms of linear programming. Finally, several simulation examples are given to illustrate the validity of the design.
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References
A. Benzaouia, F. Tadeo, Output feedback stabilization of positive switching linear discrete-time systems, in 16th Mediterranean Conference on Control and Automation Congress Centre, (2008), pp. 119–124
A. Benzaouia, F. Tadeo, Stabilization of positive switching linear discrete-time systems, in Proceedings of the First International Conference on Innovative Computing. Information and Control, vol. 6, (2010), pp. 2427–2437
A. Berman, M. Neumann, R. Stern, Nonnegative Matrices in Dynamic Systems (Wiley, New York, 1989)
A. Berman, R. Shorten, D. Leith, Positive matrices associated with synchronised communication networks. Linear Algebra Appl. 393, 47–54 (2004)
R. Cimochowski, Stability of positive switched discrete-time linear systems, in 2010 15th International Conference on Methods and Models in Automation and Robotics (2010), pp. 207–211
L. Farina, S. Rinaldi, Positive Linear Systems: Theory and Applications (Wiley, New York, 2000)
Z. Feng, J. Lam, Robust reliable dissipative filtering for discrete delay single systems. Signal Process. 92, 3010–3025 (2012)
E. Fornasini, M. Valcher, Linear copositive Lyapunov functions for continuous-time positive switched systems. IEEE Trans. Autom. Control 55(8), 1933–1937 (2010)
E. Fornasini, M. Valcher, Stability and stabilizability criteria for discrete-time positive switched systems. IEEE Trans. Autom. Control 57(5), 1208–1221 (2012)
H. Gao, J. Lam, L. Xie, C. Wang, New approach to mixed H 2/H ∞ filtering for polytopic discrete-time systems. IEEE Trans. Signal Process. 53(8), 3183–3192 (2005)
L. Gurvits, R. Shorten, O. Mason, On the stability of switched positive linear systems. IEEE Trans. Autom. Control 52(6), 1099–1103 (2007)
E. Hernandez-Varga, R. Middleton, P. Colaneri, F. Blanchini, Discrete-time control for switched positive systems with application to mitigating viral escape. Int. J. Robust Nonlinear Control (2010). doi:10.1002/rnc.1628
A. Jadbabaie, J. Lin, A. Morse, Coordination of groups of mobile autonomous agents using nearest neighbor rules. IEEE Trans. Autom. Control 48(6), 988–1001 (2003)
T. Kaczorek, Positive 1D and 2D Systems (Springer, London, 2001)
D. Liberzon, Switching in Systems and Control (Birkhauser, Berlin, 2003)
X. Liu, Stability analysis of switched positive systems: a switched linear copositive Lyapunov function method. IEEE Trans. Circuits Syst. II 56(5), 414–418 (2009)
X. Liu, X. Wang, W. Yu, S. Zhong, Constrained control of positive discrete-time systems with delays. IEEE Trans. Circuits Syst. II 55(2), 193–197 (2008)
O. Mason, R. Shorten, On linear copositive Lyapunov functions and the stability of switched positive linear systems. IEEE Trans. Autom. Control 52, 1346–1349 (2007)
M.A. Rami, F. Tadeo, Positive observation problem for linear discrete positive systems, in Proceedings of the 45th IEEE Conference on Decision and Control (2006), pp. 4729–4733
M.A. Rami, F. Tadeo, A. Benzaouia, Control of constrained positive discrete systems, in Proceedings of the 2007 American Control Conference (2007), pp. 5851–5856
M.A. Rami, F. Tadeo, U. Helmke, Positive observers for linear positive systems, and their implications. Int. J. Control 84(4), 716–725 (2011)
R. Shorten, F. Wirth, D. Leith, A positive systems model of TCP-like congestion control: asymptotic results. IEEE/ACM Trans. Netw. 14(3), 616–629 (2006)
R. Udrea, D. Vizireanu, S. Ciochina, An improved spectral subtraction method for speech enhancement using a perceptual weighting filter. Digit. Signal Process. 18, 581–587 (2008)
R. Udrea, D. Vizireanu, S. Ciochina, S. Halunga, Nonlinear spectral subtraction method for colored noise reduction using multi-band Bark scale. Signal Process. 88(5), 1299–1303 (2008)
X. Wang, X. Ding, Controller synthesis of switched positive systems with bounded time-varying delays. World Acad. Sci., Eng. Technol. 68, 303–308 (2010)
C. Wang, T. Huang, Static output feedback control for positive linear continuous-time systems. Int. J. Robust Nonlinear Control (2012). doi:10.1002/RNC.2863
D. Xie, L. Wang, F. Hao, G. Xie, LMI approach to L2-gain analysis and control synthesis of uncertain switched systems. IEE Proc., Control Theory Appl. 151(1), 21–28 (2004)
E. Zeheb, O. Mason, S. Solmaz, R. Shorten, Some results on quadratic stability of switched systems with interval uncertainty. Int. J. Control 80(6), 825–831 (2007)
G. Zhai, H. Lin, P. Antsaklis, Quadratic stabilizability of switched linear systems with polytopic uncertainties. Int. J. Control 76(7), 747–753 (2003)
L. Zhang, P. Shi, C. Wang, H. Gao, Robust H ∞ filtering for switched linear discrete-time systems with polytopic uncertainties. Int. J. Adapt. Control Signal Process. 20, 291–304 (2006)
J. Zhang, Y. Xia, P. Shi, Parameter-dependent robust H ∞ filtering for uncertain discrete-time systems. Automatica 45(2), 560–565 (2009)
J. Zhang, Z. Han, J. Huang, Stabilization of discrete-time positive switched systems. Circuits Syst. Signal Process. 32(3), 1129–1145 (2013)
J. Zhang, Z. Han, F. Zhu, J. Huang, Stability and stabilization of positive switched systems with mode-dependent average dwell time. Nonlinear Anal. Hybrid Syst. 9, 42–55 (2013)
X. Zhao, L. Zhang, P. Shi, M. Liu, Stability of switched positive linear systems with average dwell time switching. Automatica 48, 1132–1137 (2012)
Acknowledgements
The authors would like to thank the anonymous reviewers for their valuable comments and suggestions to improve the quality of this paper. This work was partially supported by the National Natural Science Foundation of China under Grants Nos. 61074003, 51277120, and 61203123, and the Jiangsu Planned Projects for Postdoctoral Research Funds under Grant No. 1202043C.
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Zhang, J., Han, Z., Wu, H. et al. Robust Stabilization of Discrete-Time Positive Switched Systems with Uncertainties and Average Dwell Time Switching. Circuits Syst Signal Process 33, 71–95 (2014). https://doi.org/10.1007/s00034-013-9632-1
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DOI: https://doi.org/10.1007/s00034-013-9632-1