Leuven.MapMatching’s documentation

Align a trace of coordinates (e.g. GPS measurements) to a map of road segments.

The matching is based on a Hidden Markov Model (HMM) with non-emitting states. The model can deal with missing data and you can plug in custom transition and emission probability distributions.

Reference:

Meert Wannes, Mathias Verbeke, “HMM with Non-Emitting States for Map Matching”, European Conference on Data Analysis (ECDA), Paderborn, Germany, 2018.
example

Indices and tables