Estimating the impact of high-fidelity rainfall data on traffic conditions and traffic prediction

• Main Authors: Prokhorchuk, Anatolii, Mitrovic, Nikola, Muhammad Usman, Stevanovic, Aleksandar, Muhammad Tayyab Asif, Dauwels, Justin, Jaillet, Patrick
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Electrical and electronic engineering; Flow; Speed
• 在線閱讀: https://hdl.handle.net/10356/161883

Accurate prediction of network-level traffic parameters during inclement weather conditions can greatly help in many transportation applications. Rainfall tends to have a quantifiable impact on driving behavior and traffic network performance. This impact is often studied for low-resolution rainfall...