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Towards a Game Theoretic Approach to Model Pedestrian Road Crossings

Authors :
Amini, Roja Ezzati
Dhamaniya, Ashish
Antoniou, Constantinos
Source :
Transportation Research Procedia; January 2021, Vol. 52 Issue: 1 p692-699, 8p
Publication Year :
2021

Abstract

The goal of this research is to introduce the fundamentals of a game theoretic approach to model pedestrian roadway crossings, as well as road users interaction strategies in such scenarios. For this reason, the most influencing factors in users’ decision and choice of strategy are employed to develop the model. This plays a central role in building a robust micro-simulation model to simulate the trajectory, and movements, of traffic participants in roadway crossing scenarios, in which there is no traffic control and management systems to conduct the traffic and users movements. The road users’ interactions in a mixed traffic environment will become more challenging by the deployment of fully/partly automated driving systems, where the intentions and decisions of interacting agents must be predicted/detected to avoid conflict and improve the traffic efficiency.

Details

Language :
English
ISSN :
23521465
Volume :
52
Issue :
1
Database :
Supplemental Index
Journal :
Transportation Research Procedia
Publication Type :
Periodical
Accession number :
ejs55265569
Full Text :
https://doi.org/10.1016/j.trpro.2021.01.083