Multi-Vehicle Interactive Lane-Changing Velocity Change Model Based on Potential Energy Field

过程(计算) 计算机科学 模拟 领域(数学) 约束(计算机辅助设计) 能量(信号处理) 微模拟 交通模拟 工程类 运输工程 物理 数学 机械工程 纯数学 操作系统 量子力学
作者
Yanli Ma,Biqing Yin,Ke Chen,Peng Zhang,Ching‐Yao Chan
出处
期刊:Transportation Research Record [SAGE Publishing]
卷期号:2676 (11): 306-323 被引量:6
标识
DOI:10.1177/03611981221092383
摘要

To quantitatively analyze velocity change in the interaction of multiple vehicles during the lane-changing process, this study defines the concepts of driving constraint region and multi-vehicle interaction region (MVIR) by analyzing the potential energy field. The attraction and repulsion effects of the target vehicle and surrounding vehicles are attributed to the area change in the overlapping parts of their MVIRs. A multi-vehicle interactive lane-changing method considering MVIR is proposed. A velocity change model of multi-vehicle interactive lane-changing is established to reveal the change regularity of velocity under multi-vehicle interactive lane-changing. The model parameters are calibrated using a P3-DT Beidou high-precision positioning direction finding receiver to collect vehicle coordinates and velocity. The error of vehicle velocity variation was less than 11%, which verified the validity of the velocity change model. The research results can guide drivers in completing the lane-changing process safely and quickly, and provide theoretical support for micro-traffic flow simulation, road traffic safety proactive prevention and control, multi-vehicle lane-changing rules, and multi-agent simulation platform construction.

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