Modeling and simulating of single autonomous vehicle under urban conventional traffic flow

Xuanyu Wang, Jingwen Yang, Libin Zhang, Ke Wang
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Abstract

In recent years, with the gradual development of artificial intelligence, as one of the important branch applications, intelligent transportation is also developing rapidly, and the research of autonomous vehicles has also attracted more and more attention. With the increase in vehicle ownership and the increase in road congestion, the improvement of transportation efficiency has always been an urgent problem. With the development of autonomous vehicles, the impact of the application of autonomous vehicles on travel efficiency has become an important research subject. This article uses sumo to build an urban road network to simulate real road scenes, and to study the impact of autonomous vehicles on traffic flow by controlling the operating parameters of autonomous vehicles in the traffic flow.
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城市常规交通流下单个自动驾驶车辆的建模与仿真
近年来,随着人工智能的逐步发展,智能交通作为其重要的分支应用之一也在迅速发展,自动驾驶汽车的研究也越来越受到人们的关注。随着汽车保有量的增加和道路拥堵的加剧,提高交通运输效率一直是一个迫切需要解决的问题。随着自动驾驶汽车的发展,自动驾驶汽车的应用对出行效率的影响已成为一个重要的研究课题。本文利用相扑构建城市道路网络,模拟真实道路场景,通过控制交通流中自动驾驶车辆的运行参数,研究自动驾驶车辆对交通流的影响。
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