Assessing the Effectiveness of the Wyoming Connected Vehicle Pilot Program: New Traffic Safety Research Perspectives [Research Brief]
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2022-09-01
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Edition:Research Brief
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Abstract:This study provides a new traffic safety perspective for the safety performance evaluation of the WYDOT CV Pilot through advanced statistical modeling, machine learning, data mining applications, safety data visualizations, high-fidelity driving simulator experiments, and traffic microsimulation modeling. Analytical inference for developing a baseline and analysis, modeling, and simulation (AMS) framework are developed based on using two distinct but complementary approaches: conducting a before/after analysis to explore crash/crash severity causations during CV pre-deployment as a baseline, and utilizing the AMS framework in with/without analyses to quantify drivers’ behavioral alteration under the effect of various CV applications.
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