Estimating Traffic Speeds using Probe Data: A Deep Neural Network Approach

Felix Rempe, Philipp Franeck, Klaus Bogenberger

This paper presents a dedicated Deep Neural Network (DNN) architecture that reconstructs space-time traffic speeds on freeways given sparse data. The DNN is constructed in such a w…