Enhanced trajectory reconstruction from sparse and noisy GPS data: A progressive chunked transformer approach
Trajectory reconstruction from sparse and noisy GPS data is critical for applications such as urban mobility analysis, transportation planning, and navigation systems. However, large sampling intervals and the typically long output sequences required to reconstruct coherent travel trajectories signi...
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Main Authors: | Yonghui Liu, Qian Li, Inhi Kim |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2025-12-01
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Series: | Communications in Transportation Research |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S277242472500040X |
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