By enabling autonomous vehicles (AVs) to share data while driving, 5G vehicular communications allow AVs to collaborate on solving common autonomous driving tasks …
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 …
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 …
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 …
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 …
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 …
Safety assurance of automated driving systems must consider uncertain environment perception. This paper reviews literature addressing how perception testing is realized as …
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 …
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 …