Data-driven network modeling for airspace optimization through airway re-structurization and traffic flow prediction

• Main Author: Ma, Chunyao
• Other Authors: Sameer Alam
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Aeronautical engineering; Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/164436
• Institution: Nanyang Technological University

The increasing air traffic demand is leading to airspace congestion which not only elicits traffic delays causing substantial economic losses but may also exceed the airspace capacity causing potential safety and inefficiency issues. Accommodating the future air traffic demand becomes a major challe...