Transformer-based travel time estimation method for plateau and mountainous environments

Transformer-based travel time estimation method for plateau and mountainous environments

Abstract Travel time estimation (TTE) is a critical function in intelligent driving systems. Current research and applications related to TTE primarily focus on urban environments. The objective of this study is to develop TTE methods that are applicable to wilderness areas characterized by plateau...

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Bibliographic Details
Main Authors: Guangjun Qu, Kefa Zhou, Rui Wang, Dong Li, Yingpeng Lu, Zhihong Lv, Dequan Zhao, Aijun Zhang, Qing Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Travel time estimation
Terrain-weather features
Transformer
LSTM
Meta-learning
Online Access:https://doi.org/10.1038/s41598-025-88626-9
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