2010•AutomaticaRequires access

Identification of nonlinear systems using Polynomial Nonlinear State Space models

PaduartJohan, LauwersLieve, SweversJan, SmoldersKris, SchoukensJohan, PintelonRik

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Abstract

In this paper, we propose a method to model nonlinear systems using polynomial nonlinear state space equations. Obtaining good initial estimates is a major problem in nonlinear modelling. It is sol...

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In this paper, we propose a method to model nonlinear systems using polynomial nonlinear state space equations. Obtaining good initial estimates is a major problem in nonlinear modelling. It is sol...

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Available abstract

In this paper, we propose a method to model nonlinear systems using polynomial nonlinear state space equations. Obtaining good initial estimates is a major problem in nonlinear modelling. It is sol...

Key concepts: Nonlinear system, Polynomial, State space, Mathematics, Identification (biology), Nonlinear system identification, Applied mathematics, Control theory (sociology)

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