• DocumentCode
    322691
  • Title

    A natural language processing approach for mobile service robot control

  • Author

    Drews, Ing P. ; Fromm, Dipl-Ine P.

  • Author_Institution
    Tech. Hochschule Aachen, Germany
  • Volume
    3
  • fYear
    1997
  • fDate
    9-14 Nov 1997
  • Firstpage
    1275
  • Abstract
    For the operation of mobile robots, the design of the man-machine interface has a major impact on the acceptance by the user. This is especially valid when dealing with users of minor or no training, which can be found in almost any application area, ranging from transport or construction tasks to assistive technology for elderly and disabled. The following essay introduces a natural language processing software which transforms a natural language sentence into a series of commands for a mobile service robot. Both the language processor and the command set of the controller may be modified by the user to adapt it to different application areas. The language processor is based on a modified finite state transducer network. The grammar/word pattern extracted by the network is processed by a transformation module which converts the contained information into the controller command. A context memory and a question generator allow the processing of incomplete instructions and command modifications. A prototype application is presented which allows severely disabled persons bound to a wheelchair to control the chair and their home environment by natural language
  • Keywords
    mobile robots; natural language interfaces; construction tasks; context memory; controller command; grammar; incomplete instructions processing; man-machine interface; mobile service robot; mobile service robot control; modified finite state transducer network; natural language processing; natural language sentence; pragmatic correlation; question generator; semantic correlation; transport; word pattern; Application software; Data mining; Mobile robots; Natural language processing; Natural languages; Prototypes; Senior citizens; Service robots; Transducers; User interfaces;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics, Control and Instrumentation, 1997. IECON 97. 23rd International Conference on
  • Conference_Location
    New Orleans, LA
  • Print_ISBN
    0-7803-3932-0
  • Type

    conf

  • DOI
    10.1109/IECON.1997.668494
  • Filename
    668494