Constrained Control of Positive Discrete-Time Systems With Delays

This brief addresses the control problem of linear time-invariant discrete-time systems with delays. The control is under positivity constraint, which means that the resulting closed-loop systems are not only stable, but also positive. The contribution lies in three aspects. First, a necessary and sufficient condition is established for the existence of such controllers for discrete-time delayed systems. Second, a sufficient condition is provided under the additional constraint of bounded control, which means that the control inputs and the states of the closed-loop systems are bounded. Third, sufficient conditions are proposed for discrete-time delayed systems with uncertainties, whether or not bounded control is considered. All the results are formulated as linear programming problems, hence easy to be verified. And the controllers are explicitly constructed if existent.

[1]  Brian Birge,et al.  PSOt - a particle swarm optimization toolbox for use with Matlab , 2003, Proceedings of the 2003 IEEE Swarm Intelligence Symposium. SIS'03 (Cat. No.03EX706).

[2]  Yuzo Ohta,et al.  Stability analysis of nonlinear systems via piecewise linear Lyapunov functions , 2000, 2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century. Proceedings (IEEE Cat No.00CH36353).

[3]  Y. Ohta,et al.  Stability analysis by using piecewise linear Lyapunov functions , 1999 .

[4]  Dirk Aeyels,et al.  Stabilization of positive linear systems , 2001, Syst. Control. Lett..

[5]  Luca Benvenuti,et al.  Eigenvalue regions for positive systems , 2004, Syst. Control. Lett..

[6]  Charles R. Johnson,et al.  Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.

[7]  Stability analysis of discontinuous nonlinear systems via piecewise linear Lyapunov functions , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[8]  Maria Elena Valcher,et al.  On the internal stability and asymptotic behavior of 2-D positive systems , 1997 .

[9]  F. Tadeo,et al.  Controller Synthesis for Positive Linear Systems With Bounded Controls , 2007, IEEE Transactions on Circuits and Systems II: Express Briefs.

[10]  T. Kaczorek Stabilization of positive linear systems by state-feedbacks , 1999 .

[11]  F. Tadeo,et al.  Control of constrained positive discrete systems , 2007, 2007 American Control Conference.

[12]  F. Tadeo,et al.  Positive observation problem for linear discrete positive systems , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[13]  L. Farina On the existence of a positive realization , 1996 .

[14]  F. Tadeo,et al.  Positive observation problem for linear time-delay positive systems , 2007, 2007 Mediterranean Conference on Control & Automation.

[15]  van Stef Stef Eijndhoven,et al.  Linear quadratic regulator problem with positive controls , 1997, 1997 European Control Conference (ECC).

[16]  A reduction in consistency strength for universal indestructibility , 2007 .

[17]  M. Busłowicz Robust stability of positive discrete-time linear systems with multiple delays with linear unity rank uncertainty structure or non-negative perturbation matrices , 2007 .

[18]  Nguyen Khoa Son,et al.  Stability radii of higher order positive di erence systems , 2003 .

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

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

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

[22]  Eugenius Kaszkurewicz,et al.  Parallel Asynchronous Team Algorithms: Convergence and Performance Analysis , 1996, IEEE Trans. Parallel Distributed Syst..

[23]  Dragoslav D. Šiljak,et al.  Large-Scale Dynamic Systems: Stability and Structure , 1978 .

[24]  Shengyuan Xu,et al.  Control for stability and positivity: equivalent conditions and computation , 2005, IEEE Transactions on Circuits and Systems II: Express Briefs.

[25]  Robert Shorten,et al.  THE GEOMETRY OF CONVEX CONES ASSOCIATED WITH THE LYAPUNOV INEQUALITY AND THE COMMON LYAPUNOV FUNCTION PROBLEM , 2005 .

[26]  and Charles K. Taft Reswick,et al.  Introduction to Dynamic Systems , 1967 .

[27]  J. Kurek Stability of positive 2-D system described by the Roesser model , 2002 .

[28]  Tadeusz Kaczorek Some Recent Developments in Positive 2D Systems , 2003, POSTA.

[29]  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).

[30]  A. Berman,et al.  Nonnegative matrices in dynamic systems , 1979 .