A neural network model of pilot control behavior

Аuthors

Efremov A. V.^*, Ogloblin A. V., Tan W. , Tiumentsev Y. V.^**

Moscow Aviation Institute (National Research University), 4, Volokolamskoe shosse, Moscow, А-80, GSP-3, 125993, Russia

*e-mail: pvl@mai.ru
**e-mail: yutium@gmail.com

Abstract

Mathematical models of pilot control behavior characteristics are very important for manual control problems in regard to closed aircraft-pilot systems. Conventional models of such nature suffer from some drawbacks which make difficult to solve application problems mentioned above. An artificial neural network based model of pilot control behavior is suggested to overcome these drawbacks. The model is derived from experimental data obtained during pilot-aided tests using a special workstation meant for manual control studies.