We consider an optimal traffic-light control framework for urban traffic intersections to alleviate congestion phenomena. We analyze a scenario in which we provide drivers with information about the waiting time at the intersections. We model the drivers' lane-changing information-based behavior as the solution of a convex optimization problem. We compute the optimal traffic-light control mechanism as the solution to a bi-level optimization problem. We provide a complete analysis in terms of (i) the existence of a solution; (ii) an iterative algorithm to compute it; (iii) sufficient conditions for the solution's uniqueness and the algorithm's convergence. Early simulation results show the proposed control scheme's effectiveness compared with an optimal control algorithm in the absence of waiting-time information.

(2021). Traffic-Light Control at Urban Intersections Using Expected Waiting-Time Information . Retrieved from https://hdl.handle.net/10446/272972

Traffic-Light Control at Urban Intersections Using Expected Waiting-Time Information

Scandella, Matteo;
2021-01-01

Abstract

We consider an optimal traffic-light control framework for urban traffic intersections to alleviate congestion phenomena. We analyze a scenario in which we provide drivers with information about the waiting time at the intersections. We model the drivers' lane-changing information-based behavior as the solution of a convex optimization problem. We compute the optimal traffic-light control mechanism as the solution to a bi-level optimization problem. We provide a complete analysis in terms of (i) the existence of a solution; (ii) an iterative algorithm to compute it; (iii) sufficient conditions for the solution's uniqueness and the algorithm's convergence. Early simulation results show the proposed control scheme's effectiveness compared with an optimal control algorithm in the absence of waiting-time information.
2021
Ghosh, Arnob; Scandella, Matteo; Bin, Michelangelo; Parisini, Thomas
File allegato/i alla scheda:
File Dimensione del file Formato  
Ghosh2021a - Traffic Light Control at Urban Intersections Using Expected Waiting Time Information.pdf

Solo gestori di archivio

Versione: publisher's version - versione editoriale
Licenza: Licenza default Aisberg
Dimensione del file 900.56 kB
Formato Adobe PDF
900.56 kB Adobe PDF   Visualizza/Apri
Pubblicazioni consigliate

Aisberg ©2008 Servizi bibliotecari, Università degli studi di Bergamo | Terms of use/Condizioni di utilizzo

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10446/272972
Citazioni
  • Scopus 1
  • ???jsp.display-item.citation.isi??? 1
social impact