Enhancing lane changing trajectory prediction on highways: A heuristic attention-based encoder-decoder model

Accurate prediction of lane changing (LC) trajectories plays a vital role in ensuring safe and efficient traffic flow on highways. This paper proposes a LC trajectory prediction model based on encoder-decoder architecture to address low long-term prediction accuracy problem and to gain insight into...

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Bibliographic Details

Published in:	Physica A Vol. 639; p. 129696
Main Authors:	Xiao, Xue, Bo, Peng, Chen, Yingda, Chen, Yili, Li, Keping
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.04.2024
Subjects:	Heuristic attention-based encoder-decoder model Highway environment with heterogeneous traffic flow Lane changing motivations Lane changing trajectory prediction Highway environment with heterogeneous traffic flow Lane changing motivations Lane changing trajectory prediction Heuristic attention-based encoder-decoder model
ISSN:	0378-4371, 1873-2119
Online Access:	Get full text
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