Short-term trajectory prediction using generative machine learning methods

• Main Authors: Le, Thanh Ha, Tran, Ngoc Phu, Pham, Duc-Thinh, Schultz, Michael, Alam, Sameer
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Aeronautical engineering; Trajectory Prediction; Random Forests
• Online Access: https://hdl.handle.net/10356/147876
• Institution: Nanyang Technological University

Aircraft trajectory prediction is at the heart of the air traffic control (ATC) system. An accurate prediction of aircraft’s future locations is essential for the air traffic controllers (ATCOs) to maintain the situational awareness of the traffic and to have proper strategies of congest management...