Identification of Non-linear Nonautonomous State Space Systems from Input-Output Measurements


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Verdult, Vincent and Verhaegen, Michel and Scherpen, Jacquelien (2000) Identification of Non-linear Nonautonomous State Space Systems from Input-Output Measurements. In: IEEE International Conference on Industrial Technology ICIT 2000, 19-22 January 2000, Goa, India.

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Abstract:This paper presents a method to determine a nonlinear state-space model from a finite number of measurements of the inputs and outputs. The method is based on embedding theory for nonlinear systems, and can be viewed as an extension of the subspace identification method for linear systems. The paper describes the underlying theory and provides some guidelines for using the method in practice. To illustrate the use of the identification method, it was applied to a second-order nonlinear system.
Item Type:Conference or Workshop Item
Copyright:©2000 IEEE
Faculty:
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/25662
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