Air traffic flow prediction using transformer neural networks for flow-centric airspace

• Main Authors: Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
• 其他作者: School of Mechanical and Aerospace Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2023
• 主題: Engineering::Aeronautical engineering; Engineering::Computer science and engineering; Airports
• 在線閱讀: https://www.sesarju.eu/sesarinnovationdays; https://hdl.handle.net/10356/164437

The air traffic control paradigm is shifting from sector-based operations to cross-border flow-centric approaches to overcome sectors’ geographical limits. Under the flow-centric paradigm, prediction of the traffic flow at major flow intersections, defined as flow coordination points in this paper,...