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Conference Paper: An HMM approach to realistic haptic Human-Robot interaction

TitleAn HMM approach to realistic haptic Human-Robot interaction
Authors
Issue Date2009
Citation
Proceedings - 3rd Joint EuroHaptics Conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, World Haptics 2009, 2009, p. 374-379 How to Cite?
AbstractA robot controller is developed for human-robot handshaking. The focus of the work is to provide realistic experiences for the human participant in haptic interactions with a robot. To achieve this goal, a position-based admittance controller is implemented. By using haptic data as inputs, a Hidden Markov Model-based high-level controller is used to estimate human intentions and modify the reference trajectory accordingly. The overall control framework is implemented onto a robot with validation experiments carried out with human participants. © 2009 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/199911
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorWang, Zheng-
dc.contributor.authorPeer, Angelika-
dc.contributor.authorBuss, Martin-
dc.date.accessioned2014-07-26T23:10:54Z-
dc.date.available2014-07-26T23:10:54Z-
dc.date.issued2009-
dc.identifier.citationProceedings - 3rd Joint EuroHaptics Conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, World Haptics 2009, 2009, p. 374-379-
dc.identifier.urihttp://hdl.handle.net/10722/199911-
dc.description.abstractA robot controller is developed for human-robot handshaking. The focus of the work is to provide realistic experiences for the human participant in haptic interactions with a robot. To achieve this goal, a position-based admittance controller is implemented. By using haptic data as inputs, a Hidden Markov Model-based high-level controller is used to estimate human intentions and modify the reference trajectory accordingly. The overall control framework is implemented onto a robot with validation experiments carried out with human participants. © 2009 IEEE.-
dc.languageeng-
dc.relation.ispartofProceedings - 3rd Joint EuroHaptics Conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, World Haptics 2009-
dc.titleAn HMM approach to realistic haptic Human-Robot interaction-
dc.typeConference_Paper-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1109/WHC.2009.4810835-
dc.identifier.scopuseid_2-s2.0-67649648226-
dc.identifier.spage374-
dc.identifier.epage379-
dc.identifier.isiWOS:000266714300064-

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