• DocumentCode
    293509
  • Title

    Behavior-based intention inference for intelligent robots cooperating with human

  • Author

    Inagaki, Yasuhiro ; Sugie, Hirosi ; Aisu, Hideyuki ; Ono, Shuitiro ; Unemi, Tatsuo

  • Author_Institution
    Lab. for Internat. Fuzzy Eng. Res., Yokohama, Japan
  • Volume
    3
  • fYear
    1995
  • fDate
    20-24 Mar 1995
  • Firstpage
    1695
  • Abstract
    A method for intention inference from the human´s behavior is proposed for intelligent robots who carry out a simple task cooperatively with human, without complex communication. The system is composed of three levels; perception, recognition and intention inference. At perception level, robots get the physical information about the environment including human by processing data from sensors. The system translates them into qualitative expression that contain vague time scale, e.g., now, for a while, for all this while, by using fuzzy logic in recognition level. Finally, the intention inference level has groups of fuzzy rules using qualitative expression for the specific cooperative task to infer the human´s intention and to eject from the task that is reasoned in intention inference level by fuzzy rules matching the qualitative expression to the specific situations. Intelligent robots recognize the means of human´s behavior by the system like human doing, and the system will be of use to construct the human-robot cooperative working system for industry. We set up a simple human-robot cooperative task and ascertain the functions of the system for intention inference corresponding to the case
  • Keywords
    fuzzy set theory; inference mechanisms; intelligent control; man-machine systems; robots; behavior-based intention inference; fuzzy logic; human-robot cooperative working system; intelligent robots; intention inference level; perception level; qualitative expression; recognition level; vague time scale; Fuzzy logic; Humans; Intelligent robots; Intelligent sensors; Laboratories; Microcomputers; Radio control; Robot control; Robot sensing systems; Symbiosis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
  • Conference_Location
    Yokohama
  • Print_ISBN
    0-7803-2461-7
  • Type

    conf

  • DOI
    10.1109/FUZZY.1995.409904
  • Filename
    409904