CLOSED-LOOP SUBSPACE IDENTIFICATION WITH INNOVATION ESTIMATION

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

82 Scopus Citations
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Author(s)

Detail(s)

Original languageEnglish
Pages (from-to)861-866
Journal / PublicationIFAC Proceedings Volumes (IFAC-PapersOnline)
Volume36
Issue number16
Publication statusPublished - Sep 2003
Externally publishedYes

Conference

Title13th IFAC Symposium on System Identification (SYSID 2003)
PlaceNetherlands
CityRotterdam
Period27 - 29 August 2003

Abstract

Most subspace identification algorithms are not applicable to closed-loop identification because they require future input to be uncorrelated with past innovation. In this paper, we propose a new subspaee identification method that remove this requirement by using a parsimonious model formulation with innovation estimation. A simulation example is included to show the effectiveness of the proposed method.

Research Area(s)

  • closed-loop identification, innovation estimation, parsimonious models, subspace identification