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

Jan H. van Schuppen, Kaihua Xi, Jana Němcová

Research output: Contribution to journalConference articleScientificpeer-review

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.

Original languageEnglish
Pages (from-to)395-400
Number of pages6
JournalIFAC-PapersOnLine
Volume51
Issue number15
DOIs
Publication statusPublished - 2018

Keywords

  • Nonlinear system
  • observable canonical form
  • polynomial system
  • rational observer
  • subalgebraic procedure
  • system identification

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