Title
From Traffic and Pedestrian Follow-the-Leader Models with Reaction Time to First Order Convection-Diffusion Flow Models.
Abstract
In this work, we derive first order continuum traffic flow models from a microscopic delayed follow-the-leader model. These are applicable in the context of vehicular traffic flow as well as pedestrian traffic flow. The microscopic model is based on an optimal velocity function and a reaction time parameter. The corresponding macroscopic formulations in Eulerian or Lagrangian coordinates result in first order convection-diffusion equations. More precisely, the convection is described by the optimal velocity while the diffusion term depends on the reaction time. A linear stability analysis for homogeneous solutions of both continuous and discrete models is provided. The conditions match those of the car-following model for specific values of the space discretization. The behavior of the novel model is illustrated thanks to numerical simulations. Transitions to collision free self-sustained stop-and-go dynamics are obtained if the reaction time is sufficiently large. The results show that the dynamics of the microscopic model can be well captured by the macroscopic equations. For nonzero reaction times we observe a scattered fundamental diagram. The scattering width is compared to real pedestrian and road traffic data.
Year
DOI
Venue
2018
10.1137/16M110695X
SIAM JOURNAL ON APPLIED MATHEMATICS
Keywords
Field
DocType
first order traffic flow models,micro/macro connection,hyperbolic conservation laws,Godunov scheme,numerical simulation
Convection–diffusion equation,Discretization,Traffic flow,Computer simulation,Mathematical analysis,Lagrangian and Eulerian specification of the flow field,Microscopic traffic flow model,Godunov's scheme,Eulerian path,Mathematics
Journal
Volume
Issue
ISSN
78
1
0036-1399
Citations 
PageRank 
References 
0
0.34
12
Authors
4
Name
Order
Citations
PageRank
Antoine Tordeux101.01
Guillaume Costeseque211.05
Michael Herty323947.31
Armin Seyfried400.68