• DocumentCode
    1991185
  • Title

    Intelligent perception: an approach to multidimensional data interpretation

  • Author

    Cappellini, Vito ; Mecocci, Alessandro

  • Author_Institution
    Dept. of Electron. Eng., Florence Univ., Italy
  • fYear
    1991
  • fDate
    14-17 Apr 1991
  • Firstpage
    2357
  • Abstract
    The architecture of an intelligent perception system (IPS) is analyzed, and the main problems related to its practical implementation are discussed. Particular attention has been devoted to the data fusion function, which initiates the process and gives information on the actual situation with the associated uncertainties; the hypotheses function, which takes into consideration the uncertainties in the correlated data and creates the best explanations of the fused data; the option function, which creates various response alternatives for each hypothesis simulating the resulting effects; and the response function, which realizes the planned actions so producing new stimuli and initializing other processing cycles. The architecture of the IPS is presented
  • Keywords
    artificial intelligence; architecture; artificial intelligence; correlated data; data fusion; hypotheses function; intelligent perception system; multidimensional data interpretation; option function; planned actions; response alternatives; Application software; Artificial intelligence; Computer architecture; Data mining; Intelligent sensors; Intelligent systems; Multidimensional systems; Robot sensing systems; Sensor systems and applications; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
  • Conference_Location
    Toronto, Ont.
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-0003-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1991.150788
  • Filename
    150788