Model of vehicle interactions with autonomous cars and its properties

Author:

Herty Michael1,Puppo Gabriella2,Visconti Giuseppe2

Affiliation:

1. Institute of Geometry and Applied Mathematics, RWTH Aachen University, Templergraben 55, 52062 Aachen, Germany

2. Department of Mathematics "G. Castelnuovo", Sapienza University of Rome, P.le Aldo Moro 5, 00185 Roma, Italy

Abstract

<p style='text-indent:20px;'>We study a hierarchy of models based on kinetic equations for the descriptions of traffic flow in presence of autonomous and human–driven vehicles. The autonomous cars considered in this paper are thought of as vehicles endowed with some degree of autonomous driving which decreases the stochasticity of the drivers' behavior. Compared to the existing literature, we do not model autonomous cars as externally controlled vehicles. We investigate whether this feature is enough to provide a stabilization of traffic instabilities such as stop and go waves. We propose two indicators to quantify traffic instability and we find, with analytical and numerical tools, that traffic instabilities are damped as the penetration rate of the autonomous vehicles increases.</p>

Publisher

American Institute of Mathematical Sciences (AIMS)

Subject

Applied Mathematics,Discrete Mathematics and Combinatorics

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Crowd Dynamics: Modeling and Control of Multiagent Systems;Annual Review of Control, Robotics, and Autonomous Systems;2023-05-03

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