Kalman’s Controllability Rank Condition: From Linear to Nonlinear

The notion of controllability was identified by Kalman as one of the central properties determining system behavior. His simple rank condition is ubiquitous in linear systems analysis. This article presents an elementary and expository overview of the generalizations of this test to a condition for testing accessibility of discrete and continuous time nonlinear systems.

[1]  Eduardo Sontag Some complexity questions regarding controllability , 1988, Proceedings of the 27th IEEE Conference on Decision and Control.

[2]  Eduardo Sontag,et al.  Controllability of Nonlinear Discrete-Time Systems: A Lie-Algebraic Approach , 1990, SIAM Journal on Control and Optimization.

[3]  H. Sussmann,et al.  Controllability of nonlinear systems , 1972 .

[4]  Eduardo D. Sontag,et al.  Mathematical Control Theory: Deterministic Finite Dimensional Systems , 1990 .

[5]  H. Sussmann A general theorem on local controllability , 1987 .

[6]  R. Hermann On the Accessibility Problem in Control Theory , 1963 .

[7]  Alan J. Laub,et al.  Controllability and stability radii for companion form systems , 1988, Math. Control. Signals Syst..

[8]  A. Krener,et al.  Nonlinear controllability and observability , 1977 .

[9]  A. Isidori Nonlinear Control Systems: An Introduction , 1986 .

[10]  Pavol Brunovský,et al.  Local controllability of odd systems , 1976 .

[11]  C. Lobry Contr^olabilite des systemes non lineaires , 1970 .

[12]  Wei-Liang Chow Über Systeme von liearren partiellen Differentialgleichungen erster Ordnung , 1940 .

[13]  R. E. Kalman,et al.  Contributions to the Theory of Optimal Control , 1960 .

[14]  Dorothee Normand-Cyrot,et al.  A group-theoretic approach to discrete-time non-linear controllability , 1981, 1981 20th IEEE Conference on Decision and Control including the Symposium on Adaptive Processes.

[15]  Eduardo D. Sontag,et al.  Finite-dimensional open-loop control generators for non-linear systems , 1988 .

[16]  Wei-Liang Chow Über Systeme von linearen partiellen Differential-gleichungen erster Ordnung , 1941 .

[17]  M. Kawski The complexity of deciding controllability , 1990 .

[18]  A. Krener A Generalization of Chow’s Theorem and the Bang-Bang Theorem to Nonlinear Control Problems , 1974 .

[19]  R. Brockett Nonlinear systems and differential geometry , 1976, Proceedings of the IEEE.