The role of digital twins in connected and automated vehicles

C Schwarz, Z Wang - IEEE Intelligent Transportation Systems …, 2022 - ieeexplore.ieee.org
Digital twins found their genesis in the halls of NASA and the methods of product lifecycle
management. Rapidly evolving trends around the proliferation of sensors, the Internet of …

How simulation helps autonomous driving: A survey of sim2real, digital twins, and parallel intelligence

X Hu, S Li, T Huang, B Tang, R Huai… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Developing autonomous driving technologies necessitates addressing safety and cost
concerns. Both academic research and commercial applications of autonomous driving …

Autonomous vehicles on the edge: A survey on autonomous vehicle racing

J Betz, H Zheng, A Liniger, U Rosolia… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
The rising popularity of self-driving cars has led to the emergence of a new research field in
recent years: Autonomous racing. Researchers are developing software and hardware for …

YOLO-Z: Improving small object detection in YOLOv5 for autonomous vehicles

A Benjumea, I Teeti, F Cuzzolin, A Bradley - arXiv preprint arXiv …, 2021 - arxiv.org
As autonomous vehicles and autonomous racing rise in popularity, so does the need for
faster and more accurate detectors. While our naked eyes are able to extract contextual …

Autonomous aerial robotics for package delivery: A technical review

J Saunders, S Saeedi, W Li - Journal of Field Robotics, 2024 - Wiley Online Library
Small unmanned aerial vehicles (UAVs) have gained significant interest in the last decade.
More specifically these vehicles have the capacity to impact package delivery logistics in a …

A survey of vehicle dynamics modeling methods for autonomous racing: Theoretical models, physical/virtual platforms, and perspectives

T Zhang, Y Sun, Y Wang, B Li, Y Tian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper presents the first survey of vehicle dynamics modeling methods for autonomous
racing. Previous surveys have covered dynamics models for standard autonomous vehicles …

Vehicle-Road-Cloud Collaborative Perception Framework and Key Technologies: A Review

B Gao, J Liu, H Zou, J Chen, L He… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Over recent years, the Vehicle-Road-Cloud Integration System (VRCIS) and Intelligent and
Connected Vehicles (ICVs) have gained significant attention in the realm of autonomous …

er. autopilot 1.0: The full autonomous stack for oval racing at high speeds

A Raji, D Caporale, F Gatti, A Giove, M Verucchi… - arXiv preprint arXiv …, 2023 - arxiv.org
The Indy Autonomous Challenge (IAC) brought together for the first time in history nine
autonomous racing teams competing at unprecedented speed and in head-to-head …

Balanced reward-inspired reinforcement learning for autonomous vehicle racing

Z Tian, D Zhao, Z Lin, D Flynn… - 6th Annual Learning …, 2024 - proceedings.mlr.press
Autonomous vehicle racing has attracted extensive interest due to its great potential in
autonomous driving at the extreme limits. Model-based and learning-based methods are …

Vision in adverse weather: Augmentation using CycleGANs with various object detectors for robust perception in autonomous racing

I Teeti, V Musat, S Khan, A Rast, F Cuzzolin… - arXiv preprint arXiv …, 2022 - arxiv.org
In an autonomous driving system, perception-identification of features and objects from the
environment-is crucial. In autonomous racing, high speeds and small margins demand rapid …