Physics-Embedded Gaussian Process for Traffic State Estimation

Yanlin Chen, Kehua Chen, Yinhai Wang

Traffic state estimation (TSE) becomes challenging when probe-vehicle penetration is low and observations are spatially sparse. Pure data-driven methods lack physical explanations…