Numerical solution to a descriptor discrete-time algebraic Riccati equation

Abstract We investigate the numerical solution of a special type of descriptor discrete-time Riccati equation involved in the solution of several key problems in robust control formulated under very general hypotheses. Necessary and sufficient existence conditions together with computable formulas are given for the stabilizing and antistabilizing solutions in terms of an associated matrix pencil. Two particular applications and numerical experiments of our results are included for squaring-down with L ∞ norm preservation and ( J , J ′ ) -spectral factorization, both for a completely general discrete-time system.

[1]  Vlad Ionescu,et al.  Generalized Riccati theory and robust control , 1999 .

[2]  V. Mehrmann The Autonomous Linear Quadratic Control Problem , 1991 .

[3]  S. Bittanti,et al.  The Riccati equation , 1991 .

[4]  Vlad Ionescu,et al.  On computing the stabilizing solution of the discrete-time Riccati equation , 1992 .

[5]  Cristian Oara,et al.  JJ factorizations of a general discrete-time system , 2013, Autom..

[6]  L. Mirsky,et al.  The Theory of Matrices , 1961, The Mathematical Gazette.

[7]  A. Laub,et al.  On the numerical solution of the discrete-time algebraic Riccati equation , 1980 .

[8]  H. Abou-Kandil,et al.  Matrix Riccati Equations in Control and Systems Theory , 2003, IEEE Transactions on Automatic Control.

[9]  Leiba Rodman,et al.  Algebraic Riccati equations , 1995 .

[10]  András Varga,et al.  Minimal Degree Coprime Factorization of Rational Matrices , 1999, SIAM J. Matrix Anal. Appl..

[11]  P. Dooren A Generalized Eigenvalue Approach for Solving Riccati Equations , 1980 .

[12]  Cristian Oară,et al.  Minimal indices cancellation and rank revealing factorizations for rational matrix functions , 2009 .

[13]  Peter Lancaster,et al.  The theory of matrices , 1969 .

[14]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[15]  T. Kailath,et al.  A generalized state-space for singular systems , 1981 .

[16]  A. Laub A schur method for solving algebraic Riccati equations , 1978, 1978 IEEE Conference on Decision and Control including the 17th Symposium on Adaptive Processes.

[17]  Ali Saberi,et al.  Squaring down by static and dynamic compensators , 1988 .

[18]  Delin Chu,et al.  (J,J')-lossless factorization for discrete-time systems , 1998 .

[19]  Thilo Penzl,et al.  Numerical solution of generalized Lyapunov equations , 1998, Adv. Comput. Math..