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
Link To Document :
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