Noise robust aircraft trajectory prediction via autoregressive transformers with hybrid positional encoding

Abstract Aircraft trajectory prediction is vital for ensuring safe and efficient air travel while addressing challenges in complex and dynamic environments. Current trajectory prediction models often struggle in noisy scenarios due to their lack of robustness. This study introduces the Noise-Robust...

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Bibliographic Details
Main Authors: Youyou Li, Yuxiang Fang, Teng Long
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-96512-7
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