Automatic control of aircraft lateral-directional motion during landing using neural networks and radio-technical subsystems

作者：Lungu Mihai; Lungu Romulus^*

来源：Neurocomputing, 2016, 171: 471-481.

DOI：10.1016/j.neucom.2015.06.084

• Adaptive control
• Dynamic inversion
• Neural network

The paper presents a new automatic architecture for the control of aircraft lateral-directional motion during landing; the system controls the lateral angular deviation of aircraft longitudinal axis with respect to the runway, by using a classical controller, a radio-navigation system, a system for the calculation of the distances between aircraft and the runway radio-markers, and an adaptive controller mainly used for the control of aircraft roll angle and its deviation with respect to the runway. The adaptive control system uses the dynamic inversion concept, a dynamic compensator, a neural network trained by the system's estimated error vector (signal provided by a linear observer), and a Pseudo Control Hedging block. The new designed adaptive architecture is software implemented and validated by complex numerical simulations; the obtained characteristics are very good and prove the new architecture's stability and its small overshoots.

• 出版日期2016-1-1