作者
Pinlong Cai, Junjie Zhang, Xuan Zhao, Yikang Li
发表日期
2022/10/8
研讨会论文
2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)
页码范围
743-748
出版商
IEEE
简介
Traffic flow simulation is indispensable for the construction of digital urban traffic. Similar-to-real simulation can provide an effective verification platform for intelligent traffic managements. Traffic flow simulation includes complex vehicle behavior modeling, trajectory estimation and planning. This paper establishes a general driving behavior model that is applied in car-following, lane-changing and merging scenarios. The general driving behavior model consists of three parts. First, the initial and terminal conditions of trajectories are determined according to different driving purposes, and they are used for trajectory planning based on a cubic polynomial fitting method. Second, the geometric coupling relationship among vehicles' expected trajectories are analyzed. Third, the active risk perception process based on the desired safety margin is used to determine the best choice of optional trajectories. The proposed …
引用总数
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