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

April 24, 2022 Β· Declared Dead Β· πŸ› 2022 IEEE Intelligent Vehicles Symposium (IV)

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Authors Kimia Kamal, Bilal Farooq, Mahwish Mudassar, Arash Kalatian arXiv ID 2204.11367 Category cs.HC: Human-Computer Interaction Cross-listed stat.AP Citations 4 Venue 2022 IEEE Intelligent Vehicles Symposium (IV) Last Checked 4 months ago
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.
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