Taxi-speed prediction by spatio-temporal graph-based trajectory representation and its applications

• Main Authors: Tran, Thanh-Nam, Pham, Duc-Thinh, Alam, Sameer, Duong, Vu
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Aeronautical engineering::Air navigation; Airport Surface Movement; Conflict Detection
• Online Access: https://hdl.handle.net/10356/146853
• Institution: Nanyang Technological University

Airport surface movement systems require aircraft taxing speed as a key input to perform ground movement optimization and path planning processes. With the increasing availability of surface movement data from systems such as A-SMGCS, a data-driven framework using a spatio-temporal graph-based traje...