Vehicle-road Cooperative Simulation and 3D Visualization System
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Abstract (arXiv)
The safety of single-vehicle autonomous driving technology is limited due to the limits of perception capability of on-board sensors. In contrast, vehicle-road collaboration technology can overcome those limits and improve the traffic safety and efficiency, by expanding the sensing range, improving the perception accuracy, and reducing the response time. However, such a technology is still under development; it requires rigorous testing and verification methods to ensure the reliability and trustworthiness of the technology. In this thesis, we focus on three major tasks: (1) analyze the functional characteristics related to the scenarios of vehicle-road cooperations, highlightening the differences between vehicle-road cooperative systems and traditional single-vehicle autonomous driving systems; (2) refine and classifiy the functional characteristics of vehicle-road cooperative systems; (3) design and develop a simulation system, and provide a visual interface to facilitate development and analysis. The efficiency and effectiveness the proposed method are verfied by experiments.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 10 of its 37 references that are in the map. First posted on arXiv 14 Jul 2022.
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10 of 37 references.
References · 10
- 2017CARLA: An Open Urban Driving Simulatorcited by 2,449
- 2018PointRCNN: 3D Object Proposal Generation and Detection from Point Cloudcited by 941
- 2020Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detectioncited by 410
- 2017Playing for Benchmarkscited by 169
- 2017Sim4CV: A Photo-Realistic Simulator for Computer Vision Applicationscited by 31
- 2020Time Efficiency in Optimization with a Bayesian-Evolutionary Algorithmcited by 27
- 2020Learning Directed Locomotion in Modular Robots with Evolvable Morphologiescited by 19
- 2020Learning Locomotion Skills in Evolvable Robotscited by 17
- 2022A Semantic Web Technology Indexcited by 16
- 2019A Fleet of Miniature Cars for Experiments in Cooperative Drivingcited by 10
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