Aircraft trajectory prediction with enriched intent using encoder-decoder architecture

• Main Authors: Tran, Phu N., Nguyen, Hoang Quang Viet, Pham, Duc-Thinh, Alam, Sameer
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Aircraft Trajectory Prediction; Encoder-Decode; Recurrent Neural Network
• Online Access: https://hdl.handle.net/10356/155806
• Institution: Nanyang Technological University

Aircraft trajectory prediction is a challenging problem in air traffic control, especially for conflict detection. Traditional trajectory predictors require a variety of inputs such as flight-plans, aircraft performance models, meteorological forecasts, etc. Many of these data are subjected to envir...