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Incremental-Noise-Based Teacher Forcing for Sequence Learning in Aircraft Trajectory Prediction | Synapse
March 3, 2026
Incremental-Noise-Based Teacher Forcing for Sequence Learning in Aircraft Trajectory Prediction
HC
Hojoong Choi
Korea Atomic Energy Research Institute
SL
Somang Lee
Korea Aerospace Research Institute
YE
Yeonju Eun
Key Points
Predictions show a notable increase in accuracy due to the incremental-noise approach used in training.
Key evidence indicates a 15% enhancement in forecasting precision when applying the new technique.
Assessment involved a review of trajectory data from various aircraft, leveraging advanced algorithms for analysis.
This may enable better flight planning and safety, highlighting the need for further validation in real-world scenarios.
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Choi et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75c0fc6e9836116a24776
https://doi.org/https://doi.org/10.1007/s42405-026-01127-5
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