Stability and Stabilizability Criteria for Discrete-Time Positive Switched Systems

In this paper we consider the class of discrete-time switched systems switching between p autonomous positive subsystems. First, sufficient conditions for testing stability, based on the existence of special classes of common Lyapunov functions, are investigated, and these conditions are mutually related, thus proving that if a linear copositive common Lyapunov function can be found, then a quadratic positive definite common function can be found, too, and this latter, in turn, ensures the existence of a quadratic copositive common function. Secondly, stabilizability is introduced and characterized. It is shown that if these systems are stabilizable, they can be stabilized by means of a periodic switching sequence, which asymptotically drives to zero every positive initial state. Conditions for the existence of state-dependent stabilizing switching laws, based on the values of a copositive (linear/quadratic) Lyapunov function, are investigated and mutually related, too. Finally, some properties of the patterns of the stabilizing switching sequences are investigated, and the relationship between a sufficient condition for stabilizability (the existence of a Schur convex combination of the subsystem matrices) and an equivalent condition for stabilizability (the existence of a Schur matrix product of the subsystem matrices) is explored.

[1]  F. Tadeo,et al.  Output feedback stabilization of positive switching linear discrete-time systems , 2008, 2008 16th Mediterranean Conference on Control and Automation.

[2]  MargaliotMichael Stability analysis of switched systems using variational principles , 2006 .

[3]  Ji-Woong Lee,et al.  Uniform stabilization of discrete-time switched and Markovian jump linear systems , 2006, Autom..

[4]  Michael Margaliot,et al.  Stability analysis of switched systems using variational principles: An introduction , 2006, Autom..

[5]  R. Tourky,et al.  Cones and duality , 2007 .

[6]  Robert Shorten,et al.  On common quadratic Lyapunov functions for stable discrete‐time LTI systems , 2004 .

[7]  R. Shorten,et al.  A conjecture on the existence of common quadratic Lyapunov functions for positive linear systems , 2003, Proceedings of the 2003 American Control Conference, 2003..

[8]  Ettore Fornasini,et al.  Linear Copositive Lyapunov Functions for Continuous-Time Positive Switched Systems , 2010, IEEE Transactions on Automatic Control.

[9]  William Feller,et al.  An Introduction to Probability Theory and Its Applications , 1967 .

[10]  S. Rinaldi,et al.  Positive Linear Systems: Theory and Applications , 2000 .

[11]  Shuzhi Sam Ge,et al.  Switched Linear Systems , 2005 .

[12]  E. Yaz Linear Matrix Inequalities In System And Control Theory , 1998, Proceedings of the IEEE.

[13]  J. Geromel,et al.  Stability and stabilization of discrete time switched systems , 2006 .

[14]  Raymond A. DeCarlo,et al.  Switched Controller Synthesis for the Quadratic Stabilisation of a Pair of Unstable Linear Systems , 1998, Eur. J. Control.

[15]  L. Gurvits Stability of discrete linear inclusion , 1995 .

[16]  Geir E. Dullerud,et al.  Optimal Disturbance Attenuation for Discrete-Time Switched and Markovian Jump Linear Systems , 2006, SIAM J. Control. Optim..

[17]  I. Daubechies,et al.  Sets of Matrices All Infinite Products of Which Converge , 1992 .

[18]  Patrizio Colaneri,et al.  Stabilization of continuous-time switched linear positive systems , 2010, Proceedings of the 2010 American Control Conference.

[19]  M. Branicky Multiple Lyapunov functions and other analysis tools for switched and hybrid systems , 1998, IEEE Trans. Autom. Control..

[20]  Robert J. Plemmons,et al.  Nonnegative Matrices in the Mathematical Sciences , 1979, Classics in Applied Mathematics.

[21]  Hai Lin,et al.  Stability and Stabilizability of Switched Linear Systems: A Survey of Recent Results , 2009, IEEE Transactions on Automatic Control.

[22]  Robert Shorten,et al.  On linear co-positive Lyapunov functions for sets of linear positive systems , 2009, Autom..

[23]  R. Jungers The Joint Spectral Radius: Theory and Applications , 2009 .

[24]  Robert Shorten,et al.  On the Stability of Switched Positive Linear Systems , 2007, IEEE Transactions on Automatic Control.

[25]  S. Ge,et al.  Switched Linear Systems: Control and Design , 2005 .

[26]  Robert Shorten,et al.  On Linear Copositive Lyapunov Functions and the Stability of Switched Positive Linear Systems , 2007, IEEE Transactions on Automatic Control.

[27]  Jie Lin,et al.  Coordination of groups of mobile autonomous agents using nearest neighbor rules , 2003, IEEE Trans. Autom. Control..

[28]  Pierre-Alexandre Bliman,et al.  Stability Analysis of Discrete-Time Switched Systems Through Lyapunov Functions with Nonminimal State , 2003, ADHS.

[29]  Tingwen Huang,et al.  The set of stable switching sequences for discrete-time linear switched systems☆ , 2011 .

[30]  J. Mairesse,et al.  Asymptotic height optimization for topical IFS, Tetris heaps, and the finiteness conjecture , 2001 .

[31]  Charles R. Johnson,et al.  Topics in Matrix Analysis , 1991 .

[32]  Hai Lin,et al.  Switched Linear Systems: Control and Design , 2006, IEEE Transactions on Automatic Control.

[33]  J. Lagarias,et al.  The finiteness conjecture for the generalized spectral radius of a set of matrices , 1995 .

[34]  R. Shorten,et al.  Quadratic and Copositive Lyapunov Functions and the Stability of Positive Switched Linear Systems , 2007, 2007 American Control Conference.

[35]  R. Shorten,et al.  Some results on the stability of positive switched linear systems , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[36]  Fabian R. Wirth,et al.  A positive systems model of TCP-like congestion control: asymptotic results , 2006, IEEE/ACM Transactions on Networking.

[37]  Vincent D. Blondel,et al.  An Elementary Counterexample to the Finiteness Conjecture , 2002, SIAM J. Matrix Anal. Appl..

[38]  M. Lewin On nonnegative matrices , 1971 .

[39]  T. Kaczorek Positive 1D and 2D Systems , 2001 .

[40]  Ettore Fornasini,et al.  Stabilizability of discrete-time positive switched systems , 2010, 49th IEEE Conference on Decision and Control (CDC).

[41]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[42]  Arto Salomaa,et al.  Automata-Theoretic Aspects of Formal Power Series , 1978, Texts and Monographs in Computer Science.

[43]  Franco Blanchini,et al.  Discrete‐time control for switched positive systems with application to mitigating viral escape , 2011 .

[44]  Michael Margaliot,et al.  On the Stability of Positive Linear Switched Systems Under Arbitrary Switching Laws , 2009, IEEE Transactions on Automatic Control.

[45]  D. Hartfiel Nonhomogeneous Matrix Products , 2002 .