99 citations · 702 across the 46 of their papers we have counts for
3 papers · 1 filter
Generalized Adaptive Smoothing Using Matrix Completion for Traffic State Estimation
Chuhan Yang, Bilal Thonnam Thodi, Saif Eddin Jabari
The Adaptive Smoothing Method (ASM) is a data-driven approach for traffic state estimation. It interpolates unobserved traffic quantities by smoothing measurements along spatio-tem…
Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning
Wenqing Li, Chuhan Yang, Saif Eddin Jabari
This paper addresses the problem of short-term traffic prediction for signalized traffic operations management. Specifically, we focus on predicting sensor states in high-resolutio…
Pay to change lanes: A cooperative lane-changing strategy for connected/automated driving
DianChao Lin, Li Li, Saif Eddin Jabari
This paper proposes a cooperative lane changing strategy using a transferable utility games framework. This allows vehicles to engage in transactions where gaps in traffic are crea…