OpenConvoy: Universal Platform for Real-World Testing of Cooperative Driving Systems

Cooperative driving, enabled by communication between automated vehicle systems, promises significant benefits to fuel efficiency, road capacity, and safety over single-vehicle driver assistance systems such as adaptive cruise control (ACC). However, the responsible development and implementation of these algorithms pose substantial challenges due to the need for extensive real-world testing. We address this issue by introducing OpenConvoy, an open and extensible framework designed for the implementation and assessment of cooperative driving policies on physical connected and autonomous vehicles (CAVs). We demonstrate the capabilities of OpenConvoy through a series of experiments on a convoy of multi-scale vehicles controlled by Platooning, showcasing the stability of our system across different vehicle configurations and its ability to effectively measure convoy cohesion across driving scenarios, including varying degrees of communication loss.

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Publication Details

Published
2024-10-07
DOI
https://doi.org/10.1109/vtc2024-fall63153.2024.10757928
Citations
4
Primary Topic
Autonomous Vehicle Technology and Safety
Type
article
Field-Weighted Citation Impact
0.81

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article

OpenConvoy: Universal Platform for Real-World Testing of Cooperative Driving Systems

Owen Burns, Hossein Maghsoumi, Yaser Fallah, Israel Charles
4 citations
Autonomous Vehicle Technology and Safety
0.81
article

OpenConvoy: Universal Platform for Real-World Testing of Cooperative Driving Systems

Owen Burns, Hossein Maghsoumi, Yaser Fallah, Israel Charles
article en
4 citations

Abstract

Cooperative driving, enabled by communication between automated vehicle systems, promises significant benefits to fuel efficiency, road capacity, and safety over single-vehicle driver assistance systems such as adaptive cruise control (ACC). However, the responsible development and implementation of these algorithms pose substantial challenges due to the need for extensive real-world testing. We address this issue by introducing OpenConvoy, an open and extensible framework designed for the implementation and assessment of cooperative driving policies on physical connected and autonomous vehicles (CAVs). We demonstrate the capabilities of OpenConvoy through a series of experiments on a convoy of multi-scale vehicles controlled by Platooning, showcasing the stability of our system across different vehicle configurations and its ability to effectively measure convoy cohesion across driving scenarios, including varying degrees of communication loss.

University of Central Florida (US), Florida College (US)
National Science Foundation
Openalex Percentile: Top 27%
Autonomous Vehicle Technology and Safety
0.81
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