A Subalgebraic Procedure for System Identification of a Continuous-Time Polynomial System

Journal article (2018)

Authors

J.H. van Schuppen Van Schuppen Control Research

Jana Němcová University of Chemistry and Technology Prague

Research Group

Mathematical Physics () (TU Delft)

System identification Nonlinear system Observable canonical form Polynomial system Rational observer Subalgebraic procedure

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Published Date

2018

Language

English

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Faculty

Electrical Engineering, Mathematics and Computer Science

Department

Delft Institute of Applied Mathematics

Research Group

Mathematical Physics

Abstract

For system identification of a continuous-time polynomial system, a subalgebraic identification procedure is defined. The procedure is motivated by the needs of system identification of the life sciences. The approach is inspired by the subspace identification algorithm which is adjusted to the subset of continuous-time polynomial systems. The procedure makes use of the subalgebraic procedure for system identification of a discrete-time polynomial system. An example illustrates the approach.

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