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Article Dans Une Revue IEEE Transactions on Intelligent Transportation Systems Année : 2022

A Voice Communication-Augmented Simulation Framework for Aircraft Trajectory Simulation

Yuhao Wang
Yutian Pang
  • Fonction : Auteur
Stojanche Gorceski
Peter Kostiuk
Michael Thomas Mohen
Padmanabhan Menon
  • Fonction : Auteur
Yongming Liu

Résumé

Aircraft operations in the terminal area rely heavily on voice communications between pilots and air traffic controllers. This paper proposes a novel aircraft trajectory simulation framework by guiding the trajectory simulation following the voice command from controllers. Bayesian model selection is used for checking pilot compliances to controller commands with observed trajectories. This framework is named as Voice Communication-Augmented Simulation. The goal of the proposed study is to enable accurate trajectory predictions. The framework can act as a computer assistant for controllers to monitor pilot compliances and ensure safe operations. The proposed method is tested and validated with actual trajectory data from Sherlock Data Warehouse. The tests showed that the proposed framework can accurately simulate and monitor the flight level change of aircraft and update the approach procedure.
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Dates et versions

hal-03820040 , version 1 (18-10-2022)

Identifiants

Citer

Yuhao Wang, Yutian Pang, Stojanche Gorceski, Peter Kostiuk, Michael Thomas Mohen, et al.. A Voice Communication-Augmented Simulation Framework for Aircraft Trajectory Simulation. IEEE Transactions on Intelligent Transportation Systems, 2022, 23 (7), pp.7310-7320. ⟨10.1109/TITS.2021.3068476⟩. ⟨hal-03820040⟩

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