Skip to main content
Log in

Guaranteed performance control of switched linear systems: A differential-Riccati-equation-based approach

  • Published:
Peer-to-Peer Networking and Applications Aims and scope Submit manuscript

Abstract

This paper studies a quadratic performance certificate in terms of an upper bound and a lower bound for switched linear systems over all admissible dwell-time switching signals. The infinite-horizon performance is reformulated into the summation of the finite-horizon performance for each subsystem over switching intervals that can be calculated by solving a family of differential Riccati equations. The time-varying positive definite solutions are exploited to construct a novel piecewise quadratic Lyapunov function for the closed-loop system, which guarantees that the Lyapunov function is decreasing at and between the switching instants. This decreasing property results in consistency between the piecewise quadratic Lyapunov function for switched systems and standard quadratic Lyapunov function for non-switched systems, based on which an upper bound of the quadratic performance is obtained by referring to the techniques for non-switched systems. In addition, a lower bound is established by solving a family of algebraic Riccati equations. The effectiveness of the guaranteed performance control method is illustrated by making use of a numerical example.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Loxton RC, Teo KL, Rehbock V, Ling W (2009) Optimal switching instants for a switched-capacitor DC/DC power converter. Automatica 45(4):973–980

    Article  MathSciNet  Google Scholar 

  2. Zhang H, Zheng W (2018) Denial-of-service power dispatch against linear quadratic control via a fading channel. IEEE Trans Autom Control 63(9):3032–3039

    Article  MathSciNet  Google Scholar 

  3. Zhu Y, Zhong Z, Zheng W, Zhou D (2018) HMM-Based hinfinity filtering for discrete-time markov jump LPV systems over unreliable communication channels. IEEE Trans Syst Man Cybern Syst 48(12):2036–2046

    Article  Google Scholar 

  4. Zhang H, Qi Y, Wu J, Fu L, He L (2018) DoS attack energy management against remote state estimation. IEEE Trans Control Netw Syst 5(1):383–394

    Article  MathSciNet  Google Scholar 

  5. Zeng H, Teo KL, He Y (2017) A new looped-functional for stability analysis of sampled-data systems. Automatica 82:328–331

    Article  MathSciNet  Google Scholar 

  6. Zhang H, Qi Y, Zhou H, Zhang J, Sun J (2017) Testing and defending methods against DoS attack in state estimation. Asian J Control 19(4):1295–1305

    Article  MathSciNet  Google Scholar 

  7. Zhang H, Meng W, Qi J, Wang X, Zheng W (2019) Distributed load sharing under false data injection attack in inverter-based microgrid. IEEE Trans Indust Electron 66(2):1543–1551

    Article  Google Scholar 

  8. Marchetti G, Barolo M, Jovanovic L, Zisser H, Seborg DE (2008) An improved PID switching control strategy for type 1 diabetes. IEEE Trans Biomed Eng 55(3):857–865

    Article  Google Scholar 

  9. Branicky MS (1998) Multiple Lyapunov functions and other analysis tools for switched and hybrid systems. IEEE Trans Autom Control 43(3):475–482

    Article  MathSciNet  Google Scholar 

  10. Hespanha JP (2004) Uniform stability of switched linear systems: Extensions of LaSalle’s invariance principle. IEEE Trans Autom Control 49(4):470–482

    Article  MathSciNet  Google Scholar 

  11. Shorten R, Wirth F, Mason O, Wulff K, King C (2007) Stability criteria for switched and hybrid systems. SIAM Rev 49(4):545–592

    Article  MathSciNet  Google Scholar 

  12. Zhu Y, Zhong Z, Basin MV, Zhou D (2018) A descriptor system approach to stability and stabilization of discrete-time switched PWA systems. IEEE Trans Autom Control 63(10):3456– 3463

    Article  MathSciNet  Google Scholar 

  13. Hespanha JP, Morse AS (1999) Stability of switched systems with average dwell-time. In: Proceeding of the 38th conference on decision and control, Phoenix, pp. 2655–2660

  14. Zhao X, Zhang L, Shi P, Liu M (2012) Stability and stabilization of switched linear systems with mode-dependent average dwell time. IEEE Trans Autom Control 57(7):1809–1815

    Article  MathSciNet  Google Scholar 

  15. Sun Z, Ge SS (2005) Analysis and synthesis of switched linear control systems. Automatica 41(2):181–195

    Article  MathSciNet  Google Scholar 

  16. Geromel José C, Colaneri P, Bolzern P (2008) Dynamic output feedback control of switched linear systems. IEEE Trans Autom Control 53(3):720–733

    Article  MathSciNet  Google Scholar 

  17. Jungers M, Daafouz J (2013) Guaranteed cost certification for discrete-time linear switched systems with a dwell time. IEEE Trans Autom Control 58(3):768–772

    Article  MathSciNet  Google Scholar 

  18. Riedinger P, Kratz F, Iung C, Zanne C (1999) Linear quadratic optimization for hybrid systems. In: Proceedings of the 38th IEEE conference on decision and control, Phoenix, pp 3059–3064

  19. Sussmann HJ (2000) Set-valued differentials and the hybrid maximum principle. In: Proceedings of the 39th IEEE conference on decision and control, Sydney, pp 558–563

  20. Xu X, Antsaklis PJ (2004) Optimal control of switched systems based on parameterization of the switched instants. IEEE Trans Autom Control 49(1):2–16

    Article  Google Scholar 

  21. Xu H, Teo KL, Liu X (2008) Robust stability analysis of guaranteed cost control for impulsive switched systems. IEEE Trans Syst Man Cybern Part B: Cybern 38(5):1419–1422

    Article  Google Scholar 

  22. Melin J, Jungers M, Daafouz J, Iung C (2011) Performance analysis and design of dynamic output feedback control for switched systems. Int J Control 84(2):253–260

    Article  MathSciNet  Google Scholar 

  23. Yuan S, Zhang L, De Schutter, B, Baldi S (2018) A novel Lyapunov function for a non-weighted \(\mathcal {L}_{2}\) gain of asynchronously switched linear systems. Automatica 87:310–317

    Article  MathSciNet  Google Scholar 

  24. Liberzon D (2003) Switching in Systems and Control. Birkhauser, Boston

    Book  Google Scholar 

  25. Bernstein DS (2005) Matrix Mathematics - Theory, facts, and formulas with application to linear systems theory. Princeton University Press, Princeton

    MATH  Google Scholar 

  26. Wang R, Zhao J (2007) Guaranteed cost control for a class of uncertain switched delay systems. Cybern Syst: Int J 38:105–122

    Article  Google Scholar 

  27. Zhai G, Hu B, Yasuda K, Michel AN (2001) Disturbance attenuation properties of time-controlled switched systems. J Frankl Inst 338(7):765–779

    Article  MathSciNet  Google Scholar 

  28. Anderson BDO, Moore JB (2007) Optimal control: linear quadratic methods. Courier Corporation

  29. Zhang C, He Y, Jiang L, Wu M (2017) Notes on stability of time-delay systems: bounding inequalities and augmented Lyapunov-Krasovskii functionals. IEEE Trans Autom Control 62(10):5331–5336

    Article  MathSciNet  Google Scholar 

  30. Geromel J, Colaneri P (2006) Stability and stabilization of discrete time switched systems. Int J Control 79(7):719–728

    Article  MathSciNet  Google Scholar 

  31. Ning C, He Y, Wu M, Zhou S (2018) Indefinite Lyapunov functions for input-to-state stability of impulsive systems. Inf Sci 43:343–351

    Article  MathSciNet  Google Scholar 

  32. Allerhand LI, Shaked U (2011) Robust stability and stabilization of linear switched systems with dwell time. IEEE Trans Autom Control 56(2):381–386

    Article  MathSciNet  Google Scholar 

  33. Yuan S, De Schutter, B, Baldi S (2017) Adaptive asymptotic tracking control of uncertain time-driven switched linear systems. IEEE Trans Autom Control 62(11):5802–5807

    Article  MathSciNet  Google Scholar 

  34. Geromel J, Colaneri P (2006) Stability and stabilization of continuous-time switched linear systems. SIAM J Control Optim 45(5):1915–1930

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Shuai Yuan.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This work was funded in part by National Natural Science Foundation of China 61322301.

This article is part of the Topical Collection: Special Issue on Networked Cyber-Physical Systems

Guest Editors: Heng Zhang, Mohammed Chadli, Zhiguo Shi, Yanzheng Zhu, and Zhaojian Li

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, D., Wang, S., Yuan, S. et al. Guaranteed performance control of switched linear systems: A differential-Riccati-equation-based approach. Peer-to-Peer Netw. Appl. 12, 1810–1819 (2019). https://doi.org/10.1007/s12083-019-00748-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12083-019-00748-w

Keywords

Navigation