Jun-Hu Zhang

Augmented-state extended Kalman filter for multisource road traffic signal estimation considering spatial heterogeneity of traffic flow

Accurate traffic state estimation is essential for active traffic management and intelligent transportation systems. However, fixed detectors suffer from limited spatial coverage, while floating car data (FCD) are sparse and randomly distributed in time and space. In addition, spatial heterogeneity in traffic flow furt...