The OpenCDA open-source ecosystem for cooperative driving automation research

R Xu, H Xiang, X Han, X Xia, Z Meng… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Advances in Single-vehicle intelligence of automated driving has encountered great
challenges because of limited capabilities in perception and interaction with complex traffic …

Opencda: an open cooperative driving automation framework integrated with co-simulation

R Xu, Y Guo, X Han, X Xia, H Xiang… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Although Cooperative Driving Automation (CDA) has attracted considerable attention in
recent years, there remain numerous open challenges in this field. The gap between …

OpenCDA-ROS: Enabling seamless integration of simulation and real-world cooperative driving automation

Z Zheng, X Han, X Xia, L Gao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Autonomous driving (AD) and Cooperative Driving Automation (CDA) hold great promise for
transforming mobility. However, current off-the-shelf AD or CDA platforms such as Autoware …

Cooperative automated maneuvering at the 2016 grand cooperative driving challenge

J Ploeg, E Semsar-Kazerooni… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Cooperative adaptive cruise control and platooning are well-known applications in the field
of cooperative automated driving. However, extension toward maneuvering is desired to …

Opv2v: An open benchmark dataset and fusion pipeline for perception with vehicle-to-vehicle communication

R Xu, H Xiang, X Xia, X Han, J Li… - … Conference on Robotics …, 2022 - ieeexplore.ieee.org
Employing Vehicle-to-Vehicle communication to enhance perception performance in self-
driving technology has attracted considerable attention recently; however, the absence of a …

Collaborative autonomous driving—A survey of solution approaches and future challenges

S Malik, MA Khan, H El-Sayed - Sensors, 2021 - mdpi.com
Sooner than expected, roads will be populated with a plethora of connected and
autonomous vehicles serving diverse mobility needs. Rather than being stand-alone …

Cooperative automated driving use cases for 5G V2X communication

I Llatser, T Michalke, M Dolgov… - 2019 IEEE 2nd 5G …, 2019 - ieeexplore.ieee.org
Cooperative Automated Driving (CAD) brings together driving automation technology with
vehicle-to-X (V2X) communication in order to enable vehicles to coordinate their driving …

Infrastructure-based object detection and tracking for cooperative driving automation: A survey

Z Bai, G Wu, X Qi, Y Liu, K Oguchi… - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
Object detection and tracking play a fundamental role in enabling Cooperative Driving
Automation (CDA), which is regarded as the revolutionary solution to addressing safety …

Scalability in perception for autonomous driving: Waymo open dataset

P Sun, H Kretzschmar, X Dotiwalla… - Proceedings of the …, 2020 - openaccess.thecvf.com
The research community has increasing interest in autonomous driving research, despite
the resource intensity of obtaining representative real world data. Existing self-driving …

Computing systems for autonomous driving: State of the art and challenges

L Liu, S Lu, R Zhong, B Wu, Y Yao… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The recent proliferation of computing technologies (eg, sensors, computer vision, machine
learning, and hardware acceleration) and the broad deployment of communication …