In-cab telematic devices use an increasingly robust data platform and can be used to share safety alerts with other commercial vehicle drivers (CMV) drivers. Real-time alert data can come from state … [Read more...] about In-Cab Alert System for Commercial Motor Vehicle Drivers
Data Management
Harnessing Synthetic Image Datasets for Enhanced Scene Understanding in Construction Work Zones
This study pioneers the use of synthetic image datasets, generated via the Unity game engine, to train deep learning models for construction work zone scene understanding. This innovative approach … [Read more...] about Harnessing Synthetic Image Datasets for Enhanced Scene Understanding in Construction Work Zones
A Comparative Analysis of Probe Data Sources for Provision of Work Zone Congestion Information to the Public
With the rise in highway maintenance demands, work zones have proliferated across the United States, posing traffic and safety challenges. Dissemination of work zone information to the public is … [Read more...] about A Comparative Analysis of Probe Data Sources for Provision of Work Zone Congestion Information to the Public
Traffic Safety Analysis at Signalized Intersections During Work Zones Intervals by Using the LiDAR Sensor Technology
The importance of conflict analysis and safety considerations during work zone intervals at signalized intersections cannot be overstated, as these periods pose unique challenges and safety risks for … [Read more...] about Traffic Safety Analysis at Signalized Intersections During Work Zones Intervals by Using the LiDAR Sensor Technology
How WYDOT Shares Critical Road-Closure Data With Navigation Companies and Road Users
The Wyoming Department of Transportation (WYDOT) has introduced the Situation Data Exchange (SDX), a sophisticated tool providing third-party access to real-time travel information. Developed by … [Read more...] about How WYDOT Shares Critical Road-Closure Data With Navigation Companies and Road Users
Using Deep Neural Networks and Big Data to Predict Microscopic Travel Time in Work Zones
Traffic management in work zones is a challenging task that requires a balance between creating a safe environment for workers and minimizing traffic delays. Accurately predicting travel times through … [Read more...] about Using Deep Neural Networks and Big Data to Predict Microscopic Travel Time in Work Zones