The path inference filter: model-based low-latency map matching of probe vehicle data

Timothy Hunter, Pieter Abbeel, Alexandre Bayen

We consider the problem of reconstructing vehicle trajectories from sparse sequences of GPS points, for which the sampling interval is between 10 seconds and 2 minutes. We introduc…