This paper studies the joint reconstruction of traffic speeds and travel times by fusing sparse sensor data. Raw speed data from inductive loop detectors floating cars as well time measurements are combined using different fusion techniques. A novel approach is developed, which extends existing methods to integrate low-resolution Several state-of-the-art evaluated on their performance in recons...