Authors: Jose Santa, Konstantinos V. Katsaros, Luis Bernal-Escobedo

A synthesis of three Pan-European studies on 5G deployment for connected, automated mobility in border regions

The paper proposes and implements a new architecture for CCAM Service Continuity in Cross-Border Corridors that combines a federation of Multi-access Edge Computing (MEC) concepts.

White Paper published by 5G for CAM Working Group of the 6G-IA on 6G implications for CAM

This study proposes a coordinated control method with proximal policy optimization (PPO) in Vehicle-Road-Cloud Integration System (VRCIS), where this control problem is formulated as a reinforcement learning (RL) problem.

This article examines the remote driving application and network-level performance of remote driving on a recently deployed sub-6-GHz commercial 5G stand-alone (SA) mobile network

This article presents a review of how resource management solutions have dealt with optimizing millimeter wave radio and optical resources from an autonomic network management perspective.

This article presents a novel on-device Machine Learning (ML)-based fall detection system that analyzes data captured from a range of sensors integrated on an on-board unit (OBU) prototype.

Cross-border OECD Report

The study proposes a graph-based method to coordinate CAVs to merge at the highway ramp.

This paper proposes a particle swarm optimisation with linearly decreasing weight (LDW-PSO) to tackle the signal intersection control problem, where a finite-interval model and an objective function are built to minimise spoilage time.

This article develops a new adversarial online learning algorithm with bandit feedback based on the adversarial multi-armed bandit theory, to enable scalable and low-complexity offloading decision making.

Assessing CAM and the 5G Infrastructure Investment Delta in European Border Corridors

Authors: Gorka Velez, Josu Perez & Angel Martin - Published on: Multimedia Tools and Applications (2021)

Authors: Ramon Sanchez-Iborra, Luis Bernal-Escobedo, Jose Santa

Authors: Abdelwahab Boualouache, Thomas Engel

This article presents a parametric model to quantify the Key Quality Indicators which affect video-based Tele-operated Driving (ToD) over a mobile network.

This section collects the set of papers presented during the IEEE 5G Virtual Summit on Connected and Automated Mobility , which took place on 11 and 12 May 2021.

Authors: Jorge M. Pereira

Authors: Abdelwahab Boualouache, Ridha Soua, Thomas Engel

In the timeframe of this annual report the last set of 5G PPP projects have started. These projects cover vital areas such as 5G innovations for verticals with third party services (ICT-41), 5G core technologies innovation (ICT-42) and, Smart Connectivity beyond 5G (ICT-52).

The work presented in this study attempts to analyse the requirements for cross-border CAM operation for the five main CAM use cases selected by3GPP, based on input from key European stakeholders (Network Operators, vendors, Automotive Manufacturers etc.).

Authors: Abdelwahab Boualouache, H. Sedjelmaci, Thomas Engel

Acknowledgments This research was derived from the Advanced Driving Use Case in the 5G-MOBIX project. The 5G-MOBIX project has received funding from the European Union’s Horizon 2020 program. The content only reflects the author’s views.

Dries Naudts, Vasilis Maglogiannis, Seilendria Hadiwardoyo, Daniel van den Akker, Simon Vanneste, Siegfried Mercelis, Peter Hellinckx, Bart Lannoo, Johann Marquez-Barja and Ingrid Moerman

David F. Ferraiolo, Joanna F. DeFranco, D. RIchard Kuhn, and Joshua D. Roberts, edited by Latif Ladid (University of Luxembourg)

INDUSTRY PERSPECTIVE/Edited by Latif Ladid (University of Luxembourg)

5G Americas paper edited by Latif Ladid (University of Luxembourg)

Karthikeyan, Krishna, Aalto University

Authors: Jorge Gallego-Madrid, Ramon Sanchez-Iborra, Jose Santa, Antonio F. Skarmeta-Gomez

Technical/scientific publication. Authors: Gorka Velez, Ángel Martín, Giancarlo Pastor and Edward Mutafungwa.

Authors: Yanjun Shi, Jiajian Li , Qiaomei Han, Lingling Lv

Authors: Lingling Lv, Yanjun Shi, Weiming Shen

Authors: Yanjun Shi, Yijia Guo, Lingling Lv and Keshuai Zhang

Authors: Yanjun Shi, Lingling Lv, Hao Yu, Liangjie Yu and Zihui Zhang

This article provides a novel multiobjective optimization framework for vehicle-to-infrastructure (V2I) communications to improve upon the sum-rate and energy efficiency of uplink NOMA-enabled V2I communications.

Author: Aalto University I Published in: IEEE International Conference on Wireless and Mobile Computing, Networking, and Communications

Leppälä, Markku, Aalto University

This paper presents Chameleon, a novel solution for task offloading for visual-based assisted driving.

This paper presents a vehicular monitoring platform enabled by LPWAN-based technology, namely Long Range Wide Area Network (LoRaWAN).