Distributed Algorithm for Optimal Vehicle Coordination at Traffic Intersections
Artikel i vetenskaplig tidskrift, 2017

Automated vehicle coordination can be used to control vehicles across traffic intersections safely and efficiently. This paper proposes a novel parallelizable algorithm, which solves the coordination problem at traffic intersections under a given precedence order by using a tailored variant of the augmented Lagrangian based alternating direction inexact Newton method (ALADIN). Here, each vehicle solves its own optimal control problem and exchanges information about arrivial and departure times at the intersection with its neighbors such that collisions are avoided. We illustrate the performance of ALADIN by analyzing two scenarios, one during rush hour and one at low-traffic conditions.

Optimal Control

Traffic Control

Autonomous Vehicles

Distributed Optimization

Författare

Yuning Jiang

ShanghaiTech University

Mario Zanon

Signaler och system, System- och reglerteknik, Mekatronik

Robert Hult

Signaler och system, System- och reglerteknik, Mekatronik

Boris Houska

ShanghaiTech University

IFAC-PapersOnLine

2405-8963 (ISSN)

Vol. 50 11577-11582

Ämneskategorier

Elektroteknik och elektronik

DOI

10.1016/j.ifacol.2017.08.1511