Equip the vehicles with redundant driving automation system components for enhanced safety in adverse weather conditions. In this study, during certain adverse weather conditions, the test vehicles…

Create a comprehensive business plan that demonstrates the safety benefits and return on investment (ROI) from investing in the UAS program. The business plan should detail quantitative…

Ensure vision-based software tools have reliable, consistent estimation of the 3D volume of objects to prevent model overfitting. This study showed that the manual observation yielded…

Lessons learned for small truck stops and rest areas Implement a robust data management process that addresses the sensitivity and ownership of data, along with proper handling, retention, and…

Identify local stakeholder and transportation infrastructure needs. This could be best achieved by outreach efforts with stakeholder engagement and technical working group meetings to ensure…

Properly address any potential errors in Wi-Fi and Bluetooth detection in estimating traffic speeds. This study used Received Signal Strength Indicator (RSSI) to apply a correction to the estimated…

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…

Consider third-party accessibility testing to enhance digital accessibility and ensure compliance with Web Content Accessibility Guidelines (WCAG) and screen readers. Valley Metro employed a third-…

Recognize that operator training is essential and critical. The operation of ATMA relies on a two-vehicle setup involving a human-driven lead vehicle. The decisions made by the lead vehicle's driver…

Ensure data from multiple sources are transformed into a consistent frame of geographical and temporal resolution. Data fusion of BSMs and other data sets will be a necessity in situations when…