A machine learning-based framework for aircraft maneuver detection and classification

• Main Authors: Dang, Phuoc H., Tran, Phu N., Alam, Sameer, Duong, Vu N.
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Aeronautical engineering::Air navigation; Air Traffic Management; Machine Learning; Time-series Analysis
• Online Access: https://hdl.handle.net/10356/152776
• Institution: Nanyang Technological University

The increasing availability of historical air traffic data (e.g., Automatic Dependent Surveillance-Broadcast (ADSB) data) has enabled more advanced post-analysis of traffic scenarios, which leads to a better understanding of decision making in air traffic control. Such kind of analysis is often comp...