Title :
Minimal realization of nonlinear MIMO equations in state-space form: Polynomial approach
Author :
Belikov, Juri ; Kotta, Ülle ; Tõnso, Maris
Author_Institution :
Inst. of Cybern., Tallinn Univ. of Technol., Tallinn, Estonia
Abstract :
The realization of nonlinear input-output equations in the classical state-space form can be studied by the polynomial approach in which the system is described by two polynomials from the non-commutative ring of skew polynomials. The aim of the present paper is to apply the polynomial methods to the realization problem. This allows to simplify the step-by-step algorithm based on certain sequences of subspaces of differential one-forms. The presented new formula allows to compute the differentials of the state coordinates directly from the polynomial description of the nonlinear system. This method is more clear, straight-forward and therefore better suited for implementation in different computer packages such as Mathematica or Maple. The developed theory and algorithm are illustrated by means of several examples.
Keywords :
MIMO systems; nonlinear control systems; polynomials; realisation theory; state-space methods; Maple; Mathematica; computer packages; differential one-form; noncommutative ring; nonlinear MIMO equation; nonlinear input-output equation; polynomial description; skew polynomial; state-space form; step-by-step algorithm; Differential equations; MIMO; Mathematical model; Nonlinear systems; Polynomials; Vectors; continuous-time system; input-output model; nonlinear control system; polynomial method; state-space realization;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6160214