Image-based conflict detection with convolutional neural network under weather uncertainty

• Main Authors: Dang, Phuoc Huu, Mohamed Arif Bin Mohamed, Alam, Sameer
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: Engineering::Aeronautical engineering::Aviation; Engineering::Aeronautical engineering::Air navigation; Conflict Detection; Air Traffic Management
• Online Access: https://hdl.handle.net/10356/169380
• Institution: Nanyang Technological University

Detection of air traffic conflicts in a weather constrained airspace is challenging given the inherent uncertainties and aircraft maneuvers which give rise to new conflict birth-points. Traditional conflict detection tools are untenable in such situations as they primarily rely on flight-plan, aircr...