Impacts of Connected Automated Vehicles on Freeway Traffic Patterns at Different Penetration Levels

被引:39
作者
Avedisov, Sergei S. [1 ]
Bansal, Gaurav [2 ]
Orosz, Gabor [1 ,3 ]
机构
[1] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
[2] Airbus A3 Labs, Sunnyvale, CA 94086 USA
[3] Univ Michigan, Dept Civil & Environm Engn, Ann Arbor, MI 48109 USA
关键词
Vehicle-to-everything; Connected vehicles; Vehicle dynamics; Automobiles; Numerical models; Aerodynamics; Vehicular ad hoc networks; Connected automated vehicles; V2X communication; traffic flow; ADAPTIVE CRUISE CONTROL; AUTONOMOUS VEHICLES; STABILITY; FRAMEWORK; SYSTEMS; MODEL;
D O I
10.1109/TITS.2020.3043323
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In this paper we investigate the effects of connected automated vehicles on traffic patterns. We first experimentally study traffic patterns using two connected human-driven vehicles, which are equipped with vehicle-to-vehicle (V2V) communication, and a connected automated vehicle, which is able to respond to V2V information and control its longitudinal motion. Our experimental results indicate the long-range feedback may benefit traffic flow and that car-following models with delay are able to replicate the experimental results. The data fitted models are used in simulations for a 100-car network to study traffic dynamics with partial penetration of connected automated vehicles.
引用
收藏
页码:4305 / 4318
页数:14
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