Optimizing the Placement of Roadside LiDARs for Autonomous Driving

W Jiang, H Xiang, X Cai, R Xu, J Ma… - Proceedings of the …, 2023 - openaccess.thecvf.com
Multi-agent cooperative perception is an increasingly popular topic in the field of
autonomous driving, where roadside LiDARs play an essential role. However, how to …

Analyzing infrastructure lidar placement with realistic lidar simulation library

X Cai, W Jiang, R Xu, W Zhao, J Ma… - … on Robotics and …, 2023 - ieeexplore.ieee.org
Recently, Vehicle-to-Everything (V2X) cooperative perception has attracted increasing
attention. Infrastructure sensors play a critical role in this research field; however, how to find …

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 …

Object detection based on roadside LiDAR for cooperative driving automation: A review

P Sun, C Sun, R Wang, X Zhao - Sensors, 2022 - mdpi.com
Light Detection and Ranging (LiDAR) technology has the advantages of high detection
accuracy, a wide range of perception, and not being affected by light. The 3D LiDAR is …

A novel information theory-based metric for evaluating roadside LiDAR placement

S Jin, Y Gao, F Hui, X Zhao, C Wei, T Ma… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Intelligent vehicle infrastructure cooperative systems can essentially address the bottleneck
of the limited perception range of autonomous vehicles. This is achieved by the real-time …

Investigating the impact of multi-lidar placement on object detection for autonomous driving

H Hu, Z Liu, S Chitlangia… - Proceedings of the …, 2022 - openaccess.thecvf.com
The past few years have witnessed an increasing interest in improving the perception
performance of LiDARs on autonomous vehicles. While most of the existing works focus on …

Augmented perception with cooperative roadside vision systems for autonomous driving in complex scenarios

S Masi, P Xu, P Bonnifait… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Performing autonomous driving in urban environments is a challenging task, especially
when there is a reduced visibility of traffic participants in complex driving scenarios. For this …

Edgecooper: Network-aware cooperative lidar perception for enhanced vehicular awareness

G Luo, C Shao, N Cheng, H Zhou… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Autonomous driving vehicle (ADV) that is ready to transform our society and economy, is in
desperate need of precise positioning over itself as well as surrounding environments …

An optimal lidar configuration approach for self-driving cars

S Mou, Y Chang, W Wang, D Zhao - arXiv preprint arXiv:1805.07843, 2018 - arxiv.org
LiDARs plays an important role in self-driving cars and its configuration such as the location
placement for each LiDAR can influence object detection performance. This paper aims to …

Optimizing LiDAR Placements for Robust Driving Perception in Adverse Conditions

Y Li, L Kong, H Hu, X Xu, X Huang - arXiv preprint arXiv:2403.17009, 2024 - arxiv.org
The robustness of driving perception systems under unprecedented conditions is crucial for
safety-critical usages. Latest advancements have prompted increasing interests towards …