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Constructing artificial traffic fluids by designing cruise controllers

Karafyllis Iason, Theodosis Dionysios, Papageorgiou Markos

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URIhttp://purl.tuc.gr/dl/dias/48167A94-29E7-405E-86CD-AE61D6D37073-
Αναγνωριστικόhttps://doi.org/10.1016/j.sysconle.2022.105317-
Αναγνωριστικόhttps://www.sciencedirect.com/science/article/pii/S0167691122001177-
Γλώσσαen-
ΤίτλοςConstructing artificial traffic fluids by designing cruise controllersen
ΔημιουργόςKarafyllis Iasonen
ΔημιουργόςΚαραφυλλης Ιασωνel
ΔημιουργόςTheodosis Dionysiosen
ΔημιουργόςΘεοδοσης-Παλημερης Διονυσιοςel
ΔημιουργόςPapageorgiou Markosen
ΔημιουργόςΠαπαγεωργιου Μαρκοςel
ΕκδότηςElsevieren
ΠεριγραφήThe research leading to these results has received funding from the European Research Council under the European Union’s Horizon 2020 Research and Innovation programme/ ERC Grant Agreement n. [833915], project TrafficFluid.en
ΠερίληψηIn this paper, we apply a Control Lyapunov Function methodology to design two families of cruise controllers for the two-dimensional movement of autonomous vehicles on lane-free roads using the bicycle kinematic model. The control Lyapunov functions are based on measures of the energy of the system with the kinetic energy expressed in ways similar to Newtonian or relativistic mechanics. The derived feedback laws (cruise controllers) are decentralized, as each vehicle determines its control input based on its own speed and on the relative speeds and distances from adjacent vehicles and from the boundary of the road. Moreover, the corresponding macroscopic models are derived, obtaining fluid-like models that consist of a conservation equation and a momentum equation with pressure and viscous terms. Finally, we show that, by selecting appropriately the parameters of the feedback laws, we can determine the physical properties of the “traffic fluid”, i.e. we get free hand to create an artificial fluid that approximates the emerging traffic flow.en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by-nc-nd/4.0/en
Ημερομηνία2022-07-18-
Ημερομηνία Δημοσίευσης2022-
Θεματική ΚατηγορίαControl Lyapunov functionen
Θεματική ΚατηγορίαCruise controllersen
Θεματική ΚατηγορίαArtificial traffic fluiden
Θεματική ΚατηγορίαLane-free roadsen
Βιβλιογραφική ΑναφοράI. Karafyllis, D. Theodosis, and M. Papageorgiou, “Constructing artificial traffic fluids by designing cruise controllers,” Syst. Control Lett., vol. 167, Sep. 2022, doi: 10.1016/j.sysconle.2022.105317.en

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