METHODOLOGY
For single-intersection traffic light control, extensive analysis, conducted over 400 episodes using the SUMO traffic simulation, focused on evaluating the effectiveness of three distinct…
METHODOLOGY
The study used the simulation model of the 1.4-mile-long freeway segment of I-80 in District 4 of California as a test bed and used Caltrans Performance Measurement System (PeMS) data.…
METHODOLOGY
This study combined the CRM and VSA algorithms, software, and hardware systems into one algorithm. The researchers investigated the dynamic interactions of the functionalities of CRM and…
METHODOLOGY
This summary focus on the six CV deployments. CV technologies use Vehicle-to-everything (V2X) communications to enhance road safety, efficiency, and mobility. These systems gather data…
METHODOLOGY
This summary focus on the 12 DI deployments. According to ITS America, DI is the data, communication systems, servers, routers, hardware, sensors, software applications, and…
METHODOLOGY
The test vehicles (consisting of light duty and medium duty cars and trucks) were selected based on their compatibility with the Smart Pedal device, and how easily ECU data could be…
The study gathered information from five case studies on ML applications through interviews with state DOTs. Some key lessons learned are presented below.
Educate Personnel on Machine Learning…
Recommendations and best practices for BRT planning and implementation:
Conduct targeted outreach to business owners along the planned BRT corridor prior to any construction work. Peers have…
Recommendations and best practices for BRT planning and project delivery:
Regularly update and assess a comprehensive risk register to ensure project stability. It was suggested in this study to…