Abstract
For a continuous-time switched linear system, the spectral abscissa is defined as the worst-case divergence rate under arbitrary switching, which is critical for characterizing the asymptotic performance of the switched system. In this study, based on the generalized coordinate transformations approach, we develop a computational scheme that iteratively produces sequences of minimums of matrix set μ1 measures, where the limits of the sequences are upper bound estimates of the spectral abscissa. A simulation example is presented to illustrate the effectiveness of the proposed scheme.
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References
- 1
Williams S M, Hoft R G. Adaptive frequency domain control of PWM switched power line conditioner. IEEE Trans Power Electron, 1991, 6: 665–670
- 2
Zhao J, Spong M W. Hybrid control for global stabilization of the cart-pendulum system. Automatica, 2001, 37: 1941–1951
- 3
Zhang W, Hu J H. Dynamic buffer management using optimal control of hybrid systems. Automatica, 2008, 44: 1831–1840
- 4
Branicky M S. Multiple Lyapunov functions and other analysis tools for switched and hybrid systems. IEEE Trans Autom Control, 1998, 43: 475–482
- 5
Hespanha J P, Morse A S. Stability of switched systems with average dwell-time. In: Proceedings of the 38th IEEE Conference on Decision and Control, Phoenix, 2002. 2655–2660
- 6
Liberzon D, Morse A S. Basic problems in stability and design of switched systems. IEEE Control Syst Mag, 1999, 19: 59–70
- 7
Liberzon D, Hespanha J P, Morse A S. Stability of switched systems: a Lie-algebraic condition. Syst Control Lett, 1999, 37: 117–122
- 8
Wang Y, Wang W, Liu G P. Stability of linear discrete switched systems with delays based on average dwell time method. Sci China Inf Sci, 2010, 53: 1216–1223
- 9
Shorten R, Wirth F, Mason O, et al. Stability criteria for switched and hybrid systems. SIAM Rev, 2007, 49: 545–592
- 10
Lin H, Antsaklis P J. Stability and stabilizability of switched linear systems: a survey of recent results. IEEE Trans Autom Control, 2009, 54: 308–322
- 11
Sun Z D, Ge S S. Stability Theory of Switched Dynamical Systems. Berlin: Springer, 2011
- 12
Zhu Y Z, Zhang L X, Lin W Y, et al. Benefits of redundant channels in observer-based H∞ control for discrete-time switched linear systems. Sci China Tech Sci, 2016, 59: 55–62
- 13
Blanchini F. Nonquadratic Lyapunov functions for robust control. Automatica, 1995, 31: 451–461
- 14
Blanchini F, Miani S. A new class of universal Lyapunov functions for the control of uncertain linear systems. IEEE Trans Autom Control, 1996, 44: 641–647
- 15
Sun Z D. Recent advances on analysis and design of switched linear systems. Control Theory Technol, 2017, 15: 242–244
- 16
Boscain U. Stability of planar switched systems: the linear single input case. SIAM J Control Optim, 2002, 41: 89–112
- 17
Mason P, Boscain U, Chitour Y. Common polynomial Lyapunov functions for linear switched systems. SIAM J Control Optim, 2006, 45: 226–245
- 18
Boscain U, Balde M. Stability of planar switched systems: the nondiagonalizable case. Commun Pure Appl Anal, 2008, 7: 1–21
- 19
Molchanov A P, Pyatnitskiy Y S. Criteria of asymptotic stability of differential and difference inclusions encountered in control theory. Syst Control Lett, 1989, 13: 59–64
- 20
Mancilla-Aguilar J L, Garc´ia R A. A converse Lyapunov theorem for nonlinear switched systems. Syst Control Lett, 2000, 41: 67–71
- 21
Peleties P, Decarlo R. Asymptotic stability of m-switched systems using Lyapunov-like functions. In: Proceedings of the American Control Conference, Boston, 1991. 1679–1684
- 22
Pettersson S, Lennartson B. Stability and robustness for hybrid systems. In: Proceedings of the 35th IEEE Conference on Decision and Control, Kobe, 1996. 1202–1207
- 23
Elsner L. The generalized spectral-radius theorem: an analytic-geometric proof. Linear Algebra Appl, 1995, 220: 151–159
- 24
Blondel V D, Nesterov Y. Computationally efficient approximations of the joint spectral radius. SIAM J Matrix Anal Appl, 2005, 27: 256–272
- 25
Sun Z D. A note on marginal stability of switched systems. IEEE Trans Autom Control, 2008, 53: 625–631
- 26
Chitour Y, Mason P, Sigalotti M. On the marginal instability of linear switched systems. Syst Control Lett, 2011, 61: 7322–7327
- 27
Barabanov N E. Ways to compute the Lyapunov index for differential nesting. Avtomatika I Telemekhanika, 1989, 50: 475–479
- 28
Sun Z D. Matrix measure approach for stability of switched linear systems. In: Proceedings of the 7th IFAC Symposium Nonlinear Control System, Pretoria, 2007. 557–560
- 29
Xiong J D, Sun Z D. Approximation of extreme measure for switched linear systems. In: Proceedings of the 9th IEEE International Conference on Control and Automation, Santiago, 2011. 722–725
- 30
Lin M L, Sun Z D. Approximating the spectral abscissa for switched linear systems via coordinate transformations. J Syst Sci Complex, 2016, 29: 350–366
- 31
Lin M L, Sun Z D. Approximation of the spectral abscissa for switched linear systems via generalized coordinate transformations. In: Proceedings of the 11th World Congress on Intelligent Control and Automation, Shenyang, 2014. 2208–2212
- 32
Protasov V Y, Jungers R M. Analysing the stability of linear systems via exponential Chebyshev polynomials. IEEE Trans Autom Control, 2016, 61: 795–798
- 33
Gurvits L. Stability of discrete linear inclusion. Linear Algebra Appl, 1995, 231: 47–85
- 34
Shih M H, Wu J W, Pang C T. Asymptotic stability and generalized Gelfand spectral radius formula. Linear Algebra Appl, 1997, 252: 61–70
- 35
Parrilo P A, Jadbabaie A. Approximation of the joint spectral radius using sum of squares. Linear Algebra Appl, 2008, 428: 2385–2402
- 36
Sun Z D, Shorten R N. On convergence rates of simultaneously triangularizable switched linear systems. IEEE Trans Autom Control, 2005, 50: 1224–1228
- 37
Vidyasagar M. Nonlinear Systems Analysis. Englewood Cliffs: Prentice-Hall, 1993
- 38
Blanchini F. The gain scheduling and the robust state feedback stabilization problems. IEEE Trans Autom Control, 2000, 45: 2061–2070
- 39
Macduffee C. The Theory of Matrices. New York: Chelsea, 1946
- 40
Hartwig R E. The resultant and the matrix equation AX = XB. SIAM J Appl Math, 1972, 22: 538–544
- 41
Zahreddine Z. Matrix measure and application to stability of matrices and interval dynamical systems. Int J Math Math Sci, 2003, 2003: 75–85
Acknowledgements
This study was supported by National Key Basic Research Program (973 Program) (Grant No. 2014CB845302), National Natural Science Foundation of China (Grant Nos. 91546203, 61273121), and Young and Middle-aged Foundation of Fujian Education Research (Grant No. JAT160294).
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Lin, M., Sun, Z. Performance analysis of switched linear systems under arbitrary switching via generalized coordinate transformations. Sci. China Inf. Sci. 62, 12203 (2019). https://doi.org/10.1007/s11432-017-9316-7
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Keywords
- generalized coordinate transformation
- matrix set measure
- spectral abscissa
- switched linear system