AdaMap: High-Scalable Real-Time Cooperative Perception at the Edge

Q Liu, Y Xue, Y Zhang, D Chen… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
Cooperative perception is the key approach to augment the perception of connected and
automated vehicles (CAVs) toward safe autonomous driving. However, it is challenging to …

F-cooper: Feature based cooperative perception for autonomous vehicle edge computing system using 3D point clouds

Q Chen, X Ma, S Tang, J Guo, Q Yang… - Proceedings of the 4th …, 2019 - dl.acm.org
Autonomous vehicles are heavily reliant upon their sensors to perfect the perception of
surrounding environments, however, with the current state of technology, the data which a …

Rcooper: A real-world large-scale dataset for roadside cooperative perception

R Hao, S Fan, Y Dai, Z Zhang, C Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
The value of roadside perception which could extend the boundaries of autonomous driving
and traffic management has gradually become more prominent and acknowledged in recent …

Robust real-time multi-vehicle collaboration on asynchronous sensors

Q Zhang, X Zhang, R Zhu, F Bai, M Naserian… - Proceedings of the 29th …, 2023 - dl.acm.org
Cooperative perception significantly enhances the perception performance of connected
autonomous vehicles. Instead of purely relying on local sensors with limited range, it …

ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments

J Zhang, K Yang, Y Wang, H Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Collaborative perception enhances perception performance by enabling autonomous
vehicles to exchange complementary information. Despite its potential to revolutionize the …

Adaptive feature fusion for cooperative perception using lidar point clouds

D Qiao, F Zulkernine - Proceedings of the IEEE/CVF winter …, 2023 - openaccess.thecvf.com
Cooperative perception allows a Connected Autonomous Vehicle (CAV) to interact with the
other CAVs in the vicinity to enhance perception of surrounding objects to increase safety …

V2X-PC: Vehicle-to-everything Collaborative Perception via Point Cluster

S Liu, Z Ding, J Fu, H Li, S Chen, S Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
The objective of the collaborative vehicle-to-everything perception task is to enhance the
individual vehicle's perception capability through message communication among …

A survey and framework of cooperative perception: From heterogeneous singleton to hierarchical cooperation

Z Bai, G Wu, MJ Barth, Y Liu, EA Sisbot… - arXiv preprint arXiv …, 2022 - arxiv.org
Perceiving the environment is one of the most fundamental keys to enabling Cooperative
Driving Automation (CDA), which is regarded as the revolutionary solution to addressing the …

Task-Oriented Communication for Vehicle-to-Infrastructure Cooperative Perception

J Shao, T Li, J Zhang - arXiv preprint arXiv:2407.20748, 2024 - arxiv.org
Vehicle-to-infrastructure (V2I) cooperative perception plays a crucial role in autonomous
driving scenarios. Despite its potential to improve perception accuracy and robustness, the …

Pillar‐Based Cooperative Perception from Point Clouds for 6G‐Enabled Cooperative Autonomous Vehicles

J Wang, X Guo, H Wang, P Jiang… - … and Mobile Computing, 2022 - Wiley Online Library
3D object detection is a significant aspect of the perception module in autonomous driving;
however, with current technology, data sharing between vehicles and cloud servers for …