A review of digital twin in product design and development

CK Lo, CH Chen, RY Zhong - Advanced Engineering Informatics, 2021 - Elsevier
In the era of digitalization, there are many emerging technologies, such as the Internet of
Things (IoT), Digital Twin (DT), Cloud Computing and Artificial Intelligence (AI), which are …

A survey of collaborative machine learning using 5G vehicular communications

SV Balkus, H Wang, BD Cornet… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
By enabling autonomous vehicles (AVs) to share data while driving, 5G vehicular
communications allow AVs to collaborate on solving common autonomous driving tasks …

I-24 MOTION: An instrument for freeway traffic science

D Gloudemans, Y Wang, J Ji, G Zachar… - … Research Part C …, 2023 - Elsevier
Abstract The Interstate-24 MObility Technology Interstate Observation Network (I-24
MOTION) is a new instrument for traffic science located near Nashville, Tennessee. I-24 …

Tumtraf v2x cooperative perception dataset

W Zimmer, GA Wardana, S Sritharan… - Proceedings of the …, 2024 - openaccess.thecvf.com
Cooperative perception offers several benefits for enhancing the capabilities of autonomous
vehicles and improving road safety. Using roadside sensors in addition to onboard sensors …

Survey on cooperative perception in an automotive context

A Caillot, S Ouerghi, P Vasseur… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The idea of cooperation has been introduced to self-driving cars about a decade ago with
the aim to reduce the occlusion caused by other users or the scene. More recently, the …

A9-dataset: Multi-sensor infrastructure-based dataset for mobility research

C Creß, W Zimmer, L Strand, M Fortkord… - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
Data-intensive machine learning based techniques increasingly play a prominent role in the
development of future mobility solutions-from driver assistance and automation functions in …

Intelligent transportation systems using roadside infrastructure: A literature survey

C Creß, Z Bing, AC Knoll - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
The main problems in transportation are accidents, increasingly slow traffic flow, and
pollution. An intelligent transportation system (ITS) using roadside infrastructure can …

A review of testing object-based environment perception for safe automated driving

M Hoss, M Scholtes, L Eckstein - Automotive Innovation, 2022 - Springer
Safety assurance of automated driving systems must consider uncertain environment
perception. This paper reviews literature addressing how perception testing is realized as …

Infradet3d: Multi-modal 3d object detection based on roadside infrastructure camera and lidar sensors

W Zimmer, J Birkner, M Brucker… - 2023 IEEE Intelligent …, 2023 - ieeexplore.ieee.org
Current multi-modal object detection approaches focus on the vehicle domain and are
limited in the perception range and the processing capabilities. Roadside sensor units …

A survey of robust 3d object detection methods in point clouds

W Zimmer, E Ercelik, X Zhou, XJD Ortiz… - arXiv preprint arXiv …, 2022 - arxiv.org
The purpose of this work is to review the state-of-the-art LiDAR-based 3D object detection
methods, datasets, and challenges. We describe novel data augmentation methods …