2024
DOI: 10.3390/aerospace11040313
|View full text |Cite
|
Sign up to set email alerts
|

Data-Driven 4D Trajectory Prediction Model Using Attention-TCN-GRU

Lan Ma,
Xianran Meng,
Zhijun Wu

Abstract: With reference to the trajectory-based operation (TBO) requirements proposed by the International Civil Aviation Organization (ICAO), this paper concentrates on the study of four-dimensional trajectory (4D Trajectory) prediction technology in busy terminal airspace, proposing a data-driven 4D trajectory prediction model. Initially, we propose a Spatial Gap Fill (Spat Fill) method to reconstruct each aircraft’s trajectory, resulting in a consistent time interval, noise-free, high-quality trajectory dataset. Sub… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Year Published

2024
2024
2024
2024

Publication Types

Select...
4

Relationship

0
4

Authors

Journals

citations
Cited by 4 publications
references
References 25 publications
0
0
0
Order By: Relevance