Urban link travel time estimation using large-scale taxi data with partial information
Abstract
Uses large scale GPS traces of taxi cabs in New York City. A model for estimating link travel times is developed using large scale data. Developed insights into the congestion issues in New York City. Rigorous numerical results are performed to test the approach.
- Publication:
-
Transportation Research Part C: Emerging Technologies
- Pub Date:
- August 2013
- DOI:
- 10.1016/j.trc.2013.04.001
- Bibcode:
- 2013TRPC...33...37Z
- Keywords:
-
- Traffic state estimation;
- Path inference;
- Large scale data analysis;
- GPS-enabled taxicab;
- Probe vehicle;
- Urban networks