基于分布图和势场的自动驾驶车辆多车道护航控制

Li Gao, Duanfeng Chu, Yongxing Cao, Liping Lu, Chaozhong Wu
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引用次数: 10

摘要

一般来说,多车协同驾驶主要是指车辆在单车道上的排控。然而,由于队列长度、通信距离和时延的限制,传统的车辆排可能会出现队列不稳定的问题。本文对传统的单车道车队进行了扩展,提出了一种容量和稳定性更好的多车道车队。具体而言,提出了一种基于分布式图法的编队策略,以提高其避障能力和稳定性。利用势场法建立交通场模型,完成运动规划。仿真结果表明了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-lane Convoy Control for Autonomous Vehicles based on Distributed Graph and Potential Field
Generally, multi-vehicle cooperative driving mainly refers to the vehicle platoon control in a single lane. However, due to the limits of queue length, communication distance and time delay, the traditional vehicle platoon may encounter string instability. This paper extends the traditional single-lane platoon and proposes a multi-lane convoy with better capacity and stability. Specifically, based on the distributed graph method, a formation strategy is proposed to improve its obstacle avoidance ability and stability. Moreover, the traffic field model is built by using the potential field approach to complete motion planning. Simulation has been carried out to show the performance of the proposed algorithm.
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