English

Ordered-logit pedestrian stress model for traffic flow with automated vehicles

Human-Computer Interaction 2023-01-20 v1 Applications

Abstract

An ordered-logit model is developed to study the effects of Automated Vehicles (AVs) in the traffic mix on the average stress level of a pedestrian when crossing an urban street at mid-block. Information collected from a galvanic skin resistance sensor and virtual reality experiments are transformed into a dataset with interpretable average stress levels (low, medium, and high) and geometric, traffic, and environmental conditions. Modelling results indicate a decrease in average stress level with the increase in the percentage of AVs in the traffic mix.

Keywords

Cite

@article{arxiv.2204.11367,
  title  = {Ordered-logit pedestrian stress model for traffic flow with automated vehicles},
  author = {Kimia Kamal and Bilal Farooq and Mahwish Mudassar and Arash Kalatian},
  journal= {arXiv preprint arXiv:2204.11367},
  year   = {2023}
}

Comments

In: IEEE Intelligent Vehicles Symposium Workshops (XXIV Workshops), 2022, Aachen, Germany

R2 v1 2026-06-24T10:57:14.077Z