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...
Saved in:
| Main Authors: | Yonghui Liu, Qian Li, Inhi Kim |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-12-01
|
| Series: | Communications in Transportation Research |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S277242472500040X |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
The Correlation Between British Virtual Materials and Improving EFL Students' Vocabulary and British Chunks Awareness
by: Abdullah A. Hardan
Published: (2025-03-01) -
Criminal Trajectory Reconstruction Method Based on a Mobile Reference System
by: Zhengyan Ding, et al.
Published: (2025-08-01) -
Fast noisy long read alignment with multi-level parallelism
by: Zeyu Xia, et al.
Published: (2025-05-01) -
Adolescents’ internalizing and externalizing symptom trajectories in relation to early-life parental depressive symptoms
by: Zsófia Csajbók, et al.
Published: (2025-01-01) -
A Transformer–VAE Approach for Detecting Ship Trajectory Anomalies in Cross-Sea Bridge Areas
by: Jiawei Hou, et al.
Published: (2025-04-01)