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 …

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 …

Federated learning framework coping with hierarchical heterogeneity in cooperative its

R Song, L Zhou, V Lakshminarasimhan… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
Deep learning is a key approach for the environment perception function of Cooperative
Intelligent Transportation Systems (C-ITS) with autonomous vehicles and smart traffic …

Real-time and robust 3d object detection within road-side lidars using domain adaptation

W Zimmer, M Grabler, A Knoll - arXiv preprint arXiv:2204.00132, 2022 - arxiv.org
This work aims to address the challenges in domain adaptation of 3D object detection using
infrastructure LiDARs. We design a model DASE-ProPillars that can detect vehicles in …

Stackelberg game-based radio resource management algorithm in an urban rail transit communication system

Y Shao, H Jiang, H Zhao - Urban Rail Transit, 2021 - Springer
Abstract Train-to-wayside (T2W) and train-to-train (T2T) communication modes may coexist
in future train-centric communication-based train control (CBTC) systems. The feasibility of …

[PDF][PDF] MULTI‑TIER MULTI‑TENANT NETWORK SLICING: A MULTI‑DOMAIN GAMES APPROACH

SO Oladejo, SO Ekwe, LA Akinyemi - ITU Journal on Future and …, 2021 - researchgate.net
The 5G slice networks will play a critical role in meeting the stringent quality‑of‑service
requirements of differ‑ent use cases, reducing the Capital Expenditure (CapEX) and …

An Open Source Simulation Framework for Moving-Network-Convoy Based Cellular V2X Communication in Intelligent Traffic Systems

V Lakshminarasimhan, A Knoll - 2023 IEEE 98th Vehicular …, 2023 - ieeexplore.ieee.org
Open source system level simulators play a crucial role in the early stage research and
optimization of cellular V2X communication networks and cooperative intelligent …

[PDF][PDF] Mark8s-a management approach for automotive real-time kubernetes containers in the mobile edge cloud

B Blieninger, A Dietz, U Baumgarten - RAGE 2022, 2022 - rage-workshop.github.io
This paper presents a management approach for real-time Kubernetes clusters in the
automotive mobile edge cloud. As part of a vehicle-centric approach to future autonomous …