Interpretable tracking and detection of unstable approaches using tunnel Gaussian process

• Main Authors: Goh, Sim Kuan, Singh, Narendra Pratap, Lim, Zhi Jun, Alam, Sameer
• Other Authors: Air Traffic Management Research Institute
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Aeronautical engineering::Air navigation; Engineering::Aeronautical engineering::Accidents and air safety; Tunnel Gaussian Process; Unstable Approaches; Data-Driven Air Traffic; Flight Safety
• Online Access: https://hdl.handle.net/10356/164170
• Institution: Nanyang Technological University

Approach and landing are phases of flight with the highest accident risk. Advanced instruments and procedures have been developed to provide precise navigation for a stabilized approach and landing. With the proliferation of sensing techniques, real-time 4D trajectories can be captured at higher spa...