Autors: Mecheva, T. A., Furnadzhiev, R. S., Kakanakov, N. R.
Title: Modeling Driver Behavior in Road Traffic Simulation
Keywords: Intelligent Transportation Systems; Smart City; SUMO

Abstract: Driver behavior models are an important part of road traffic simulation modeling. They encompass characteristics such as mood, fatigue, and response to distracting conditions. The relationships between external factors and the way drivers perform tasks can also be represented in models. This article proposes a methodology for establishing parameters of driver behavior models. The methodology is based on road traffic data and determines the car-following model and routing algorithm and their parameters that best describe driving habits. Sequential and parallel implementation of the methodology through the urban mobility simulator SUMO and Python are proposed. Four car-following models and three routing algorithms and their parameters are investigated. The results of the performed simulations prove the applicability of the methodology. Based on more than 7000 simulations performed, it is concluded that in future experiments of the traffic in Plovdiv it is appropriate to use a Contractio

References

    Issue

    Sensors, vol. 22, issue 24, pp. 9801, 2022, Switzerland, MDPI, https://doi.org/10.3390/s22249801

    Full text of the publication

    Цитирания (Citation/s):
    1. Bejarano L.A., Montenegro C.E., Espitia H.E., Optimization of a Fuzzy System Used to Characterize the Factors That Affect Drivers on Urban Roads (2023) Computers, 12 (4), art. no. 70, DOI: 10.3390/computers12040070, ISSN: 2073431X - 2023 - в издания, индексирани в Scopus или Web of Science
    2. Qian Q, Xiang R, Zeng X, Song D, Zhang X. Design of a Modularization-Based Automation Performance Simulation Framework for Multi-Vehicle Interaction System. World Electric Vehicle Journal. 2024; 15(4):138. https://doi.org/10.3390/wevj15040138 - 2024 - в издания, индексирани в Scopus или Web of Science
    3. Saldivar-Carranza, Enrique D., Myles W. Overall, and Darcy M. Bullock. 2024. "An Update on Passenger Vehicle Speeds at Roundabouts" Smart Cities 7, no. 2: 932-945. https://doi.org/10.3390/smartcities7020039 - 2024 - в издания, индексирани в Scopus или Web of Science

    Вид: статия в списание, публикация в издание с импакт фактор, публикация в реферирано издание, индексирана в Scopus