In this paper we consider a Boltzmann-type kinetic description of Follow-the-Leader traffic dynamics and we study the resulting asymptotic distributions, namely the counterpart of the Maxwellian distribution of the classical kinetic theory. In the Boltzmann-type equation we include a non-constant collision kernel, in the form of a cutoff, in order to exclude from the statistical model possibly unphysical interactions. In spite of the increased analytical difficulty caused by this further non-linearity, we show that a careful application of the quasi-invariant limit (an asymptotic procedure reminiscent of the grazing collision limit) successfully leads to a Fokker–Planck approximation of the original Boltzmann-type equation, whence stationary distributions can be explicitly computed. Our analytical results justify, from a genuinely model-based point of view, some empirical results found in the literature by interpolation of experimental data.

Boltzmann-Type Description with Cutoff of Follow-the-Leader Traffic Models

Tosin A.
;
Zanella M.
2021-01-01

Abstract

In this paper we consider a Boltzmann-type kinetic description of Follow-the-Leader traffic dynamics and we study the resulting asymptotic distributions, namely the counterpart of the Maxwellian distribution of the classical kinetic theory. In the Boltzmann-type equation we include a non-constant collision kernel, in the form of a cutoff, in order to exclude from the statistical model possibly unphysical interactions. In spite of the increased analytical difficulty caused by this further non-linearity, we show that a careful application of the quasi-invariant limit (an asymptotic procedure reminiscent of the grazing collision limit) successfully leads to a Fokker–Planck approximation of the original Boltzmann-type equation, whence stationary distributions can be explicitly computed. Our analytical results justify, from a genuinely model-based point of view, some empirical results found in the literature by interpolation of experimental data.
2021
SEMA SIMAI Springer Series
Esperti anonimi
Inglese
Internazionale
STAMPA
25
227
251
25
978-3-030-67103-7
978-3-030-67104-4
Springer Science and Business Media Deutschland GmbH
Boltzmann-type kinetic description; Fokker-Planck asymptotics; Gamma distribution; Headway distribution; Log-normal distribution; Microscopic traffic models
https://doi.org/10.1007/978-3-030-67104-4_8
https://arxiv.org/abs/1912.07417
no
2 Contributo in Volume::2.1 Contributo in volume (Capitolo o Saggio)
2
268
none
Tosin, A.; Zanella, M.
info:eu-repo/semantics/bookPart
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11571/1446035
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