Edge-assisted collaborative perception in autonomous driving: A reflection on communication design

R Yu, D Yang, H Zhang - 2021 IEEE/ACM Symposium on Edge …, 2021 - ieeexplore.ieee.org
Collaborative perception enables autonomous driving vehicles to share sensing or
perception data via broadcast-based vehicle-to-everything (V2X) communication …

Autocast: Scalable infrastructure-less cooperative perception for distributed collaborative driving

H Qiu, P Huang, N Asavisanu, X Liu, K Psounis… - arXiv preprint arXiv …, 2021 - arxiv.org
Autonomous vehicles use 3D sensors for perception. Cooperative perception enables
vehicles to share sensor readings with each other to improve safety. Prior work in …

V2X-Sim: Multi-agent collaborative perception dataset and benchmark for autonomous driving

Y Li, D Ma, Z An, Z Wang, Y Zhong… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Vehicle-to-everything (V2X) communication techniques enable the collaboration between
vehicles and many other entities in the neighboring environment, which could fundamentally …

Towards vehicle-to-everything autonomous driving: A survey on collaborative perception

S Liu, C Gao, Y Chen, X Peng, X Kong, K Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Vehicle-to-everything (V2X) autonomous driving opens up a promising direction for
developing a new generation of intelligent transportation systems. Collaborative perception …

Collaborative perception for connected and autonomous driving: Challenges, possible solutions and opportunities

S Hu, Z Fang, Y Deng, X Chen, Y Fang - arXiv preprint arXiv:2401.01544, 2024 - arxiv.org
Autonomous driving has attracted significant attention from both academia and industries,
which is expected to offer a safer and more efficient driving system. However, current …

[PDF][PDF] V2x-sim: A virtual collaborative perception dataset for autonomous driving

Y Li, Z An, Z Wang, Y Zhong, S Chen… - arXiv preprint arXiv …, 2022 - ziyanan.github.io
Abstract Vehicle-to-everything (V2X), which denotes the collaboration between a vehicle
and any entity in its surrounding, can fundamentally improve the perception in self-driving …

Interruption-aware cooperative perception for V2X communication-aided autonomous driving

S Ren, Z Lei, Z Wang, M Dianati… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Cooperative perception can significantly improve the perception performance of
autonomous vehicles beyond the limited perception ability of individual vehicles by …

Coopernaut: End-to-end driving with cooperative perception for networked vehicles

J Cui, H Qiu, D Chen, P Stone… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Optical sensors and learning algorithms for autonomous vehicles have dramatically
advanced in the past few years. Nonetheless, the reliability of today's autonomous vehicles …

Adaptive communications in collaborative perception with domain alignment for autonomous driving

S Hu, Z Fang, H An, G Xu, Y Zhou, X Chen… - arXiv preprint arXiv …, 2023 - arxiv.org
Collaborative perception among multiple connected and autonomous vehicles can greatly
enhance perceptive capabilities by allowing vehicles to exchange supplementary …

Towards a framework to evaluate cooperative perception for connected vehicles

F Hawlader, R Frank - 2021 IEEE Vehicular Networking …, 2021 - ieeexplore.ieee.org
Over the past few years, Connected and Autonomous Vehicles (CAVs) have gained
significant research attention. With the recent deployment of 5G networks in many …