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Modelling of human haptic skill: A framework and preliminary results

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

16 Scopus citations

Abstract

Haptic interaction in human motor tasks requires special modelling techniques in robot learning. This paper proposes a novel scheme for haptic skill modelling, covering the modelling procedure starting from reference data acquisition until a competent model is obtained. The iterative structure of the proposed scheme provides a clear guideline to the modelling workflow. The scheme as well as the distinct features of haptic skill modelling are discussed and illustrated by modelling social handshake dynamics.

Original languageEnglish
Title of host publicationProceedings of the 17th World Congress, International Federation of Automatic Control, IFAC
Edition1 PART 1
DOIs
StatePublished - 2008
Event17th World Congress, International Federation of Automatic Control, IFAC - Seoul, Korea, Republic of
Duration: 6 Jul 200811 Jul 2008

Publication series

NameIFAC Proceedings Volumes (IFAC-PapersOnline)
Number1 PART 1
Volume17
ISSN (Print)1474-6670

Conference

Conference17th World Congress, International Federation of Automatic Control, IFAC
Country/TerritoryKorea, Republic of
CitySeoul
Period6/07/0811/07/08

Keywords

  • Information and sensor fusion
  • Modeling of human performance

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