This study included lessons for data dictionary /taxonomy and harmonization, use case and data exchange specifications, reference architectures and service packages, specifications for PROW…

Conduct interoperability test to identify potential issues that would require resolution prior to the sites advancing to an operational phase. The three-day testing event was a major victory for the…

Emphasize enhanced data standardization for improved compatibility across various agency databases. Interviewees highlighted that the absence of national data standards creates fundamental…

Anticipate potential additional deployment time required for registering on-board units (OBU) with the SCMS for cybersecurity. While the SCMS offers a secure and privacy-preserving method for V2X…

Understand time-intensive data requirements for valid carpool verification and enforcement. In this pilot, the vendor found it challenging and time-intensive to meet the data requirements for…

Perform beta testing to ensure intuitive usability and easy accessibility of the trip planning website by all users with a variety of socio-demographic characteristics. The study revealed that using…

Stay ready to handle unexpected risks that may arise from public-private partnerships, like mergers and acquisitions. The stakeholders involved in this project encountered similar problems but…

Require consistent sharing of metadata and an inventory of data systems and sources collected or maintained by AV operators. Such an effort would facilitate educating the public, government…

Leverage supplementary communication protocols to disseminate traveler information messages (TIMs) beyond the deployment region to maximize CV impacts. When there were a limited number of roadside…

Consider developing a custom hardware product to fit specific needed parameters. A custom ruggedized automotive grade computer was developed for the study by a third-party contractor to incorporate…