Robin Weiß – Mode S Parameter Learning to Predict Aircraft Climb Behaviour

Using an artificial neural network, the flight level of climbing aircraft is predicted in a short time frame. Mode-S data as obtainable via OpenSky, for example, are used for calculating the feature vector. The technique is a remarkable improvement of vertical trajectory prediction, also in comparison to other state-of-the-art methods.

Authors: Dr. Matthias Poppe, Robin Weiß (robin.weiss@dfs.de)
DFS Deutsche Flugsicherung GmbH

Видео Robin Weiß – Mode S Parameter Learning to Predict Aircraft Climb Behaviour канала OpenSky Network