Macroscopic limits of non-local kinetic descriptions of vehicular traffic
arXiv:2206.00914 · doi:10.3934/krm.2022038
Abstract
We study the derivation of macroscopic traffic models out of optimal speed and follow-the-leader particle dynamics as hydrodynamic limits of non-local Povzner-type kinetic equations. As a first step, we show that optimal speed vehicle dynamics produce a first order macroscopic model with non-local flux. Next, we show that non-local follow-the-leader vehicle dynamics have a universal macroscopic counterpart in the second order Aw-Rascle-Zhang traffic model, at least when the non-locality of the interactions is sufficiently small. Finally, we show that the same qualitative result holds also for a general class of follow-the-leader dynamics based on the headway of the vehicles rather than on their speed. We also investigate the correspondence between the solutions to particle models and their macroscopic limits by means of numerical simulations.
arXiv comment24 pages, 11 figures
References in corpus (12)
- Rigorous derivation of nonlinear scalar conservation laws from follow-the-leader type models via many particle limit
- A Godunov type scheme for a class of LWR traffic flow models with non-local flux
- Kinetic-controlled hydrodynamics for traffic models with driver-assist vehicles
- Model-based assessment of the impact of driver-assist vehicles using kinetic theory
- Uncertainty damping in kinetic traffic models by driver-assist controls
- The Aw-Rascle traffic model: Enskog-type kinetic derivation and generalisations
- Reconstruction of traffic speed distributions from kinetic models with uncertainties
- The Boltzmann legacy revisited: kinetic models of social interactions
- Multiscale control of generic second order traffic models by driver-assist vehicles
- Kinetic derivation of Aw-Rascle-Zhang-type traffic models with driver-assist vehicles
- A statistical mechanics approach to macroscopic limits of car-following traffic dynamics
- Boltzmann-type description with cutoff of Follow-the-Leader traffic models