Xinzhi Zhong

Interaction-enhanced lane-change early warning in congested traffic: a spatial risk propagation-aware approach

This paper presents an interaction-enhanced Lane-Changing Early Warning (LCEW) system designed to issue reliable early warning signals through a spatial risk-propagation-aware approach. The system is built upon interpretable multi-vehicle trajectory predictions and collision risk...