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
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10446/272972
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