• DocumentCode
    663668
  • Title

    An extensible architecture for robust multimodal human-robot communication

  • Author

    Rossi, S. ; Leone, E. ; Fiore, Marco ; Finzi, Alberto ; Cutugno, Francesco

  • Author_Institution
    Dept. of Electr. Eng. & Inf. Technol., Univ. of Naples Federico II, Naples, Italy
  • fYear
    2013
  • fDate
    3-7 Nov. 2013
  • Firstpage
    2208
  • Lastpage
    2213
  • Abstract
    Human safety and effective human-robot communication are main concerns in HRI applications. In order to achieve such goals, a system should be very robust, allowing little chance for misunderstanding the user´s commands. Moreover, the system should permit natural interaction reducing the time and the effort needed to achieve tasks. The main purpose of this work is to develop a general framework for flexible and multimodal human-robot communication. The proposed architecture should be easy to modify and expand, adding or modifying input channels and changing the multimodal fusion strategies. In this paper, we introduce our general approach and provide a case study with two modalities (gesture and speech).
  • Keywords
    human-robot interaction; extensible architecture; flexible human-robot communication; human safety; multimodal fusion strategies; robust multimodal human-robot communication; Engines; Feature extraction; Hidden Markov models; Service robots; Speech; Support vector machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conference on
  • Conference_Location
    Tokyo
  • ISSN
    2153-0858
  • Type

    conf

  • DOI
    10.1109/IROS.2013.6696665
  • Filename
    6696665