Series expansions for analytic systems linear in control

This paper presents a series expansion for the evolution of a class of nonlinear systems characterized by constant input vector fields. We present a series expansion that can be computed via explicit recursive expressions, and we derive sufficient conditions for uniform convergence over the finite- and infinite-time horizon. Furthermore, we present a simplified series and convergence analysis for the setting of second-order polynomial vector fields. The treatment only relies on elementary notions on analytic functions, number theory, and operator norms.

[1]  Nicolas Robidoux,et al.  UNIFIED APPROACH TO HAMILTONIAN SYSTEMS, POISSON SYSTEMS, GRADIENT SYSTEMS, AND SYSTEMS WITH LYAPUNOV FUNCTIONS OR FIRST INTEGRALS , 1998 .

[2]  Leon O. Chua,et al.  Fading memory and the problem of approximating nonlinear operators with volterra series , 1985 .

[3]  Francesco Bullo,et al.  Series Expansions for the Evolution of Mechanical Control Systems , 2001, SIAM J. Control. Optim..

[4]  W. Magnus On the exponential solution of differential equations for a linear operator , 1954 .

[5]  E. Gilbert Functional expansions for the response of nonlinear differential systems , 1977 .

[6]  N. Levenberg,et al.  Function theory in several complex variables , 2001 .

[7]  W. Rugh Nonlinear System Theory: The Volterra / Wiener Approach , 1981 .

[8]  I. W. Sandberg,et al.  Expansions for nonlinear systems , 1982, The Bell System Technical Journal.

[9]  Naomi Ehrich Leonard,et al.  Motion control of drift-free, left-invariant systems on Lie groups , 1995, IEEE Trans. Autom. Control..

[10]  A. Krener,et al.  The existence and uniqueness of volterra series for nonlinear systems , 1977, 1977 IEEE Conference on Decision and Control including the 16th Symposium on Adaptive Processes and A Special Symposium on Fuzzy Set Theory and Applications.

[11]  A. Isidori Nonlinear Control Systems , 1985 .

[12]  Françoise Lamnabhi-Lagarrigue,et al.  An algebraic approach to nonlinear functional expansions , 1983 .

[13]  H. Wilf generatingfunctionology: Third Edition , 1990 .

[14]  Roger W. Brockett Volterra series and geometric control theory , 1976, Autom..

[15]  David Thomas,et al.  The Art in Computer Programming , 2001 .

[16]  Kuo-Tsai Chen,et al.  Integration of Paths, Geometric Invariants and a Generalized Baker- Hausdorff Formula , 1957 .

[17]  Naomi Ehrich Leonard,et al.  Motion Control of Drift-Free, , 1995 .

[18]  Naomi Ehrich Leonard,et al.  Controllability and motion algorithms for underactuated Lagrangian systems on Lie groups , 2000, IEEE Trans. Autom. Control..

[19]  Donald E. Knuth,et al.  The art of computer programming: V.1.: Fundamental algorithms , 1997 .

[20]  Arthur J. Krener,et al.  Extended quadratic controller normal form and dynamic state feedback linearization of nonlinear systems , 1992 .

[21]  M. Fliess,et al.  Fonctionnelles causales non linaires et indtermines non commutatives , 1981 .

[22]  Ilya V. Kolmanovsky,et al.  Nonlinear attitude and shape control of spacecraft with articulated appendages and reaction wheels , 2000, IEEE Trans. Autom. Control..

[23]  F. Verhulst,et al.  Averaging Methods in Nonlinear Dynamical Systems , 1985 .

[24]  Héctor J. Sussmann,et al.  Noncommutative Power Series and Formal Lie-algebraic Techniques in Nonlinear Control Theory , 1997 .

[25]  M. Schetzen The Volterra and Wiener Theories of Nonlinear Systems , 1980 .

[26]  Gerardo Lafferriere,et al.  A Differential Geometric Approach to Motion Planning , 1993 .