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2016 | OriginalPaper | Buchkapitel

A General Scheme for Deterministic Microscopic Traffic Models. Part I: Theoretical Construction

verfasst von : Bo Yang, Christopher Monterola

Erschienen in: Traffic and Granular Flow '15

Verlag: Springer International Publishing

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Abstract

We propose a theoretical construction of the master model for the deterministic microscopic traffic models with the assumption of identical drivers. The construction is based on a renormalisation like procedure that integrates out unimportant degrees of freedom. This leads to a universal mathematical structure of such models, enabling us to carry out a controlled expansion, allowing all deterministic microscopic traffic models to be compared and classified systematically. We illustrate the controlled expansion with a few examples. The theoretical construction also paves the way for us to obtain the master model from the microscopic empirical data, which will be discussed in A General Scheme for Deterministic Microscopic Traffic Models. Part II: Empirical Verifications.

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Literatur
1.
Zurück zum Zitat Bando, M., Hasebe, K., Nakayama, A., Shibata, A., Sugiyama, Y.: Dynamical model of traffic congestion and numerical simulation. Phys. Rev. E 51(2), 1035 (1995)CrossRef Bando, M., Hasebe, K., Nakayama, A., Shibata, A., Sugiyama, Y.: Dynamical model of traffic congestion and numerical simulation. Phys. Rev. E 51(2), 1035 (1995)CrossRef
2.
Zurück zum Zitat Gong, H., Liu, H., Wang, B.H.: An asymmetric full velocity difference car-following model. Phys. A Stat. Mech. Appl. 387(11), 2595–2602 (2008)CrossRef Gong, H., Liu, H., Wang, B.H.: An asymmetric full velocity difference car-following model. Phys. A Stat. Mech. Appl. 387(11), 2595–2602 (2008)CrossRef
3.
Zurück zum Zitat Hayakawa, H., Nakanishi, K.: Theory of traffic jam in a one-lane model. Phys. Rev. E 57(4), 3839 (1998)CrossRef Hayakawa, H., Nakanishi, K.: Theory of traffic jam in a one-lane model. Phys. Rev. E 57(4), 3839 (1998)CrossRef
4.
Zurück zum Zitat Helbing, D.: Traffic and related self-driven many-particle systems. Rev. Mod. Phys. 73(4), 1067 (2001)CrossRef Helbing, D.: Traffic and related self-driven many-particle systems. Rev. Mod. Phys. 73(4), 1067 (2001)CrossRef
5.
Zurück zum Zitat Helbing, D., Tilch, B.: Generalized force model of traffic dynamics. Phys. Rev. E 58(1), 133 (1998)CrossRef Helbing, D., Tilch, B.: Generalized force model of traffic dynamics. Phys. Rev. E 58(1), 133 (1998)CrossRef
6.
Zurück zum Zitat Jerath, K., Ray, A., Brennan, S., Gayah, V.V.: Dynamic prediction of vehicle cluster distribution in mixed traffic: a statistical mechanics-inspired method. IEEE Trans. Intell. Trans. Syst. 16(5), 2424–2434 (2015)CrossRef Jerath, K., Ray, A., Brennan, S., Gayah, V.V.: Dynamic prediction of vehicle cluster distribution in mixed traffic: a statistical mechanics-inspired method. IEEE Trans. Intell. Trans. Syst. 16(5), 2424–2434 (2015)CrossRef
7.
Zurück zum Zitat Jiang, R., Wu, Q., Zhu, Z.: Full velocity difference model for a car-following theory. Phys. Rev. E 64(1), 017101 (2001) Jiang, R., Wu, Q., Zhu, Z.: Full velocity difference model for a car-following theory. Phys. Rev. E 64(1), 017101 (2001)
8.
Zurück zum Zitat Kerner, B.S.: Introduction to modern traffic flow theory and control: the long road to three-phase traffic theory. Springer Science & Business Media (2009) Kerner, B.S.: Introduction to modern traffic flow theory and control: the long road to three-phase traffic theory. Springer Science & Business Media (2009)
9.
Zurück zum Zitat Kerner, B.S.: Criticism of generally accepted fundamentals and methodologies of traffic and transportation theory: A brief review. Phys. A Stat. Mech. Appl. 392(21), 5261–5282 (2013)CrossRefMathSciNet Kerner, B.S.: Criticism of generally accepted fundamentals and methodologies of traffic and transportation theory: A brief review. Phys. A Stat. Mech. Appl. 392(21), 5261–5282 (2013)CrossRefMathSciNet
10.
Zurück zum Zitat Kerner, B.S., Konhäuser, P.: Structure and parameters of clusters in traffic flow. Phys. Rev. E 50(1), 54 (1994)CrossRef Kerner, B.S., Konhäuser, P.: Structure and parameters of clusters in traffic flow. Phys. Rev. E 50(1), 54 (1994)CrossRef
11.
Zurück zum Zitat Kesting, A., Treiber, M.: Traffic Flow Dynamics: Data, Models and Simulation. Springer, Berlin (2013)MATH Kesting, A., Treiber, M.: Traffic Flow Dynamics: Data, Models and Simulation. Springer, Berlin (2013)MATH
12.
Zurück zum Zitat Lunge, A., Borkar, P.: A review on improving traffic flow using cooperative adaptive cruise control system. In: 2015 2nd International Conference on Electronics and Communication Systems (ICECS), pp. 1474–1479. IEEE (2015) Lunge, A., Borkar, P.: A review on improving traffic flow using cooperative adaptive cruise control system. In: 2015 2nd International Conference on Electronics and Communication Systems (ICECS), pp. 1474–1479. IEEE (2015)
13.
Zurück zum Zitat Montanaro, U., Tufo, M., Fiengo, G., Santini, S.: A novel cooperative adaptive cruise control approach: Theory and hardware in the loop experimental validation. In: 2014 22nd Mediterranean Conference of Control and Automation (MED), pp. 37–42. IEEE (2014) Montanaro, U., Tufo, M., Fiengo, G., Santini, S.: A novel cooperative adaptive cruise control approach: Theory and hardware in the loop experimental validation. In: 2014 22nd Mediterranean Conference of Control and Automation (MED), pp. 37–42. IEEE (2014)
14.
Zurück zum Zitat Papageorgiou, M., Diakaki, C., Dinopoulou, V., Kotsialos, A., Wang, Y.: Review of road traffic control strategies. Proc. IEEE 91(12), 2043–2067 (2003)CrossRef Papageorgiou, M., Diakaki, C., Dinopoulou, V., Kotsialos, A., Wang, Y.: Review of road traffic control strategies. Proc. IEEE 91(12), 2043–2067 (2003)CrossRef
15.
Zurück zum Zitat Shamoto, D., Tomoeda, A., Nishi, R., Nishinari, K.: Car-following model with relative-velocity effect and its experimental verification. Phys. Rev. E 83(4), 046105 (2011) Shamoto, D., Tomoeda, A., Nishi, R., Nishinari, K.: Car-following model with relative-velocity effect and its experimental verification. Phys. Rev. E 83(4), 046105 (2011)
16.
Zurück zum Zitat Treiber, M., Hennecke, A., Helbing, D.: Congested traffic states in empirical observations and microscopic simulations. Phys. Rev. E 62(2), 1805 (2000)CrossRefMATH Treiber, M., Hennecke, A., Helbing, D.: Congested traffic states in empirical observations and microscopic simulations. Phys. Rev. E 62(2), 1805 (2000)CrossRefMATH
17.
Zurück zum Zitat Yang, B., Monterola, C.: Classification and unification of the microscopic deterministic traffic models. Phys. Rev. E 92(4), 042802 (2015) Yang, B., Monterola, C.: Classification and unification of the microscopic deterministic traffic models. Phys. Rev. E 92(4), 042802 (2015)
18.
Zurück zum Zitat Yang, B., Xu, X., Pang, J.Z., Monterola, C.: Cluster statistics and quasisoliton dynamics in microscopic car-following models (2014). arXiv:1407.3177 Yang, B., Xu, X., Pang, J.Z., Monterola, C.: Cluster statistics and quasisoliton dynamics in microscopic car-following models (2014). arXiv:​1407.​3177
Metadaten
Titel
A General Scheme for Deterministic Microscopic Traffic Models. Part I: Theoretical Construction
verfasst von
Bo Yang
Christopher Monterola
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-33482-0_57