Lyapunov and Riccati equations of discrete-time descriptor systems

In this paper, we further develop the generalized Lyapunov equations for discrete-time descriptor systems given by Bender. We associate a stable discrete-time descriptor system with a Lyapunov equation which has a unique solution. Furthermore, under the assumptions of reachability and observability, the solutions are guaranteed to be positive definite. All results are valid for causal and noncausal descriptor systems. This provides a unification of Lyapunov equations and theories established for both normal and descriptor systems. Based on the developed Lyapunov equation, a Riccati equation is also obtained for solving the state-feedback stabilization problem.

[1]  G. Zames,et al.  Feedback, minimax sensitivity, and optimal robustness , 1983 .

[2]  Dale E. Seborg,et al.  An Adaptive Nonlinear Control Strategy for Photolithography , 1993, 1993 American Control Conference.

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

[4]  Suteaki Shioya,et al.  ADAPTIVE INTERNAL MODEL CONTROL AND ITS APPLICATION TO A BATCH POLYMERIZATION REACTOR , 1985 .

[5]  T. Katayama,et al.  A generalized Lyapunov theorem for descriptor system , 1995 .

[6]  Vladimír Kučera,et al.  Analysis and design of discrete linear control systems , 1991 .

[7]  D. Bender Lyapunov-like equations and reachability/observabiliy Gramians for descriptor systems , 1987 .

[8]  F. Lewis A survey of linear singular systems , 1986 .

[9]  R. E. Kalman,et al.  When Is a Linear Control System Optimal , 1964 .

[10]  Basil G. Mertzios,et al.  On the analysis of discrete linear time-invariant singular systems , 1990 .

[11]  D. Cobb Controllability, observability, and duality in singular systems , 1984 .

[12]  Pradeep Misra,et al.  On the discrete generalized Lyapunov equation, , 1995, Autom..

[13]  B. Moore Principal component analysis in linear systems: Controllability, observability, and model reduction , 1981 .

[14]  Basil G. Mertzios,et al.  Fundamental matrix of discrete singular systems , 1989 .

[15]  L. Dai,et al.  Singular Control Systems , 1989, Lecture Notes in Control and Information Sciences.

[16]  David G. Luenberger,et al.  Time-invariant descriptor systems , 1978, Autom..

[17]  F. Lewis Fundamental, reachability, and observability matrices for discrete descriptor systems , 1985 .

[18]  James Lam,et al.  Lyapunov equations and Riccati equations for descriptor systems , 1996, Proceedings of 35th IEEE Conference on Decision and Control.

[19]  J. Doyle,et al.  Robust and optimal control , 1995, Proceedings of 35th IEEE Conference on Decision and Control.

[20]  D. Mayne,et al.  Design issues in adaptive control , 1988 .

[21]  D. Cobb Feedback and pole placement in descriptor variable Systems , 1981 .

[22]  R. E. Kalman,et al.  Control System Analysis and Design Via the “Second Method” of Lyapunov: I—Continuous-Time Systems , 1960 .

[23]  R. F. Sincovec,et al.  Solvability, controllability, and observability of continuous descriptor systems , 1981 .

[24]  M. Shayman,et al.  Singular systems: A new approach in the time domain , 1986, 1986 25th IEEE Conference on Decision and Control.

[25]  Dante C. Youla,et al.  Modern Wiener-Hopf Design of Optimal Controllers. Part I , 1976 .

[26]  D. Luenberger Dynamic equations in descriptor form , 1977 .