Vehicle Trajectory and Driving Behavior Analysis

The following are personal research results and shall not be forwarded without permission.

Lane-changing Behavior (换道行为挖掘与建模)

换道行为示意图

变量特征热力图

换道时长

基于生存分析的换道行为差异研究

换道行为影响

Car-following Behavior (跟驰行为挖掘与建模)

跟车轨迹挖掘

carfollowing cfdistribution
NGSIM数据集前后车轨迹提取 特征变量拟合

跟驰模型标定

跟车行为人因建模

Merging Behavior (汇入行为挖掘与建模)

汇入行为分析框架

汇入高精地图

基于JS散度的汇入行为挖掘

宏观交通流与微观汇入特性差异