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Enhanced trajectory reconstruction from sparse and noisy GPS data:A progressive chunked transformer approach

Yonghui Liu Qian Li Inhi Kim

交通研究通讯(英文)2025,Vol.5Issue(3):120-134,15.
交通研究通讯(英文)2025,Vol.5Issue(3):120-134,15.DOI:10.1016/j.commtr.2025.100200

Enhanced trajectory reconstruction from sparse and noisy GPS data:A progressive chunked transformer approach

Enhanced trajectory reconstruction from sparse and noisy GPS data:A progressive chunked transformer approach

Yonghui Liu 1Qian Li 2Inhi Kim1

作者信息

  • 1. Cho Chun Shik Graduate School of Mobility,Korea Advanced Institute of Science and Technology,Daejeon,34051,Republic of Korea
  • 2. Donghai Laboratory,Zhoushan,316021,China
  • 折叠

摘要

关键词

Trajectory reconstruction/Transformer/Chunked processing/Heuristic-informed/Parallel computing

Key words

Trajectory reconstruction/Transformer/Chunked processing/Heuristic-informed/Parallel computing

引用本文复制引用

Yonghui Liu,Qian Li,Inhi Kim..Enhanced trajectory reconstruction from sparse and noisy GPS data:A progressive chunked transformer approach[J].交通研究通讯(英文),2025,5(3):120-134,15.

基金项目

This work was supported by the National Research Foundation of Korea(NRF),Republic of Korea grant funded by the Korea government(MSIT),Republic of Korea(No.2021R1C1C1006405). (NRF)

交通研究通讯(英文)

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