Text-enriched air traffic flow modeling and prediction using transformers

• المؤلفون الرئيسيون: Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Engineering; Air traffic management; Flow-centric operation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177802
• المؤسسة: Nanyang Technological University

The air traffic control paradigm is shifting from sector-based operations to flow-centric approaches to overcome sectors’ geographical limits. Modeling and predicting intersecting air traffic flows can assist controllers in flow coordination under the flow-centric paradigm. This paper proposes a flo...