• DocumentCode
    2372919
  • Title

    An adaptive approach for assisting in the recovery from spatial disorientation

  • Author

    Staats, W.J. ; Shideed, M. ; Ssu-yu Lu

  • fYear
    2004
  • fDate
    16-18 Dec. 2004
  • Firstpage
    186
  • Lastpage
    191
  • Abstract
    In this paper, we present the applications of linear multiple regression modeling for use in a decision support system, the Intelligent Orientation Detection System (IODS), to detect when a pilot is flying erratically. The experiments presented in this paper tested the hypothesis that using a multiple regression model to predict the future state of the aircraft could be used to assist the pilot in avoiding and/or recovering from dangerous situations. The Intelligent Orientation Detection System (IODS) differs from previous attempts at addressing spatial disorientation in that adaptive statistical techniques will be utilized to detect when a pilot is spatially disoriented.
  • Keywords
    Aircraft; Airplanes; Decision making; Decision support systems; Displays; Earth; Educational institutions; Intelligent systems; Predictive models; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Applications, 2004. Proceedings. 2004 International Conference on
  • Conference_Location
    Louisville, Kentucky, USA
  • Print_ISBN
    0-7803-8823-2
  • Type

    conf

  • DOI
    10.1109/ICMLA.2004.1383512
  • Filename
    1383512