The impact of the following vehicles behaviors on the car following behaviors of the ego-vehicleYang Liu, Jiahao Zhang, Yuxuan Ouyang, Huan Yu, Dengbo Hehttps://arxiv.org/abs/2507.00452
The impact of the following vehicles behaviors on the car following behaviors of the ego-vehicleAmong all types of crashes, rear-end crashes dominate, which are closely related to the car-following (CF) behaviors. Traditional CF behavior models focused on the influence of the vehicle in front, but usually ignored the peer pressure from the surrounding road users, including the following vehicle (FV). Based on an open dataset, the highD dataset, we investigated whether the FV's states can affect the CF behavior of the ego-vehicle in CF events. Two types of CF events were extracted from hig…