A device for managing air traffic, in an airspace includes a reference aircraft and at least one other aircraft, the device receiving a three-dimensional representation of the airspace at a time when an air conflict is detected between the reference aircraft and the at least one other aircraft, the device comprising an airspace-encoding unit configured to determine a reduced-dimension representation of the airspace by applying a recurrent autoencoder to the three-dimensional representation of the airspace at the air-conflict detection time; a decision-assisting unit configured to determine a conflict-resolution action to be implemented by the reference aircraft, the decision-assisting unit implementing a deep-reinforcement-learning algorithm to determine the action on the basis of the reduced-dimension representation of the airspace, of information relating to the reference aircraft and/or the at least one other aircraft, and of a geometry corresponding to the air conflict.
DISPOSITIF ET PROCEDE D'AIDE A LA DECISION POUR LA GESTION DE CONFLITS AERIENS
DECISION ASSISTANCE DEVICE AND METHOD FOR MANAGING AERIAL CONFLICTS
ENTSCHEIDUNGSUNTERSTÜTZUNGSVORRICHTUNG UND VERFAHREN ZUM VERWALTEN VON LUFTKONFLIKTEN
2022-10-05
Patent
Elektronische Ressource
Französisch
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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