Conference
Aug 2026
A multitask CNN-LSTM model for joint prediction of vehicle lanechange intention and collision risk
The results indicate that the multi-task CNN-LSTM can balance macroscopic behavior prediction and microscopic risk recognition, thereby improving the active warning capability of autonomous-driving systems in complex traffic scenarios.
Tianqing Liu, Xin-Yan Huang, Li-Fang He et al.
· International Conference on... · 0 citations