• DocumentCode
    3369299
  • Title

    Movement awareness for a sentient environment

  • Author

    Headon, R.

  • Author_Institution
    Dept. of Eng., Cambridge Univ., UK
  • fYear
    2003
  • fDate
    26-26 March 2003
  • Firstpage
    99
  • Lastpage
    106
  • Abstract
    This paper describes a system that can observe, recognise and analyse human movements, to provide this awareness to context-aware applications. The movement recognition and characterisation components of this sentient system are described in detail. The system uses the ground reaction force to classify and analyse movements in a non-clinical environment. The signal is classified using statistical pattern recognition. Equipped with knowledge of the movement, characterisation is the process of analysing the ground reaction force to extract parameters of the movement. The components of the movement awareness system operate in a distributed computing environment.
  • Keywords
    distributed object management; image classification; image motion analysis; middleware; ubiquitous computing; context-aware applications; distributed computing environment; ground reaction force; human movement analysis; human movement recognition; movement awareness; nonclinical environment; sentient environment; signal classification; statistical pattern recognition; Application software; Character recognition; Clinical diagnosis; Context awareness; Distributed computing; Force measurement; Force sensors; Hidden Markov models; Laboratories; Space technology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pervasive Computing and Communications, 2003. (PerCom 2003). Proceedings of the First IEEE International Conference on
  • Conference_Location
    Fort Worth, TX
  • Print_ISBN
    0-7695-1893-1
  • Type

    conf

  • DOI
    10.1109/PERCOM.2003.1192731
  • Filename
    1192731