The Proceedings of the Transportation and Logistics Conference
Online ISSN : 2424-3175
2002.11
Conference information
Analysis of Aircraft Pilot Operation using Neural Network
Shinji SUZUKIJunichiro MORITAHiroshi TAKAHARA
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CONFERENCE PROCEEDINGS FREE ACCESS

Pages 373-376

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Abstract
The purpose of this study is to analyze human pilot behavior at landing operation. The pilot model is constrtucted using neural network, and is trained with the results of the simulator tests. The inputs to this model are observation cues such as the horizon and the runway, and pilot control inputs. The outputs are the control column angle and the engine throttle angle. Finally, the importance of each input is evaluated using Contribution Ratio Analysis and Sensitivity Analysis from the obtained neural network models.
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© 2002 The Japan Society of Mechanical Engineers
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