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  • Markusson, OlaKTH,Signaler, sensorer och system,Reglerteknik,Royal Institute of Technology, Sweden (author)

Iterative learning control of nonlinear non-minimum phase systems and its application to system and model inversion

  • Article/chapterEnglish2001

Publisher, publication year, extent ...

  • 2001
  • printrdacarrier

Numbers

  • LIBRIS-ID:oai:DiVA.org:kth-26597
  • https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-26597URI
  • https://doi.org/10.1109/.2001.980908DOI
  • https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-29600URI

Supplementary language notes

  • Language:English
  • Summary in:English

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Classification

  • Subject category:ref swepub-contenttype
  • Subject category:kon swepub-publicationtype

Notes

  • QC 20101210 NR 20140804
  • In this contribution we present a model based method for reference tracking in the Iterative Learning Control (ILC) framework. The method can be applied to nonlinear, possibly non-minimum phase, systems. The idea is to use the inverse of a linearized model in the ILC update. In the non-minimum phase case, the batch property of ILC is explored by means of non-causal filtering. Apart from reference tracking, this method is useful for system and model inversion - a problem that arises in many disciplines where nonlinear systems and models are involved, e.g. maximum likelihood identification and input design for identification for control. The method is illustrated on a numerical example.

Subject headings and genre

Added entries (persons, corporate bodies, meetings, titles ...)

  • Hjalmarsson, Håkan,1962-KTH,Reglerteknik,Royal Institute of Technology, Sweden(Swepub:kth)u10a8l40 (author)
  • Norrlöf, Mikael,1971-Linköpings universitet,Reglerteknik,Tekniska högskolan(Swepub:liu)mikno78 (author)
  • KTHSignaler, sensorer och system (creator_code:org_t)

Related titles

  • In:PROCEEDINGS OF THE 40TH IEEE CONFERENCE ON DECISION AND CONTROL, s. 4481-44820780370619

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