Cloud-Assisted Collaborative Road Information Discovery with Gaussian Process

A novel cloud-based collaborative road information discovery framework using multiple heterogeneous vehicles was developed. Gaussian process was used to crowd-source individual estimates, which was then used as pseudo-measurements for future vehicles to enhance its local measurements.