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

• المؤلفون الرئيسيون: Dang, Phuoc Huu, Mohamed Arif Bin Mohamed, Alam, Sameer
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Aeronautical engineering::Aviation; Engineering::Aeronautical engineering::Air navigation; Conflict Detection; Air Traffic Management
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/169380
• المؤسسة: 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...