Towards decentralized predictive quality of service in next-generation vehicular networks

F Bragato, T Lotta, G Ventura, M Drago… - arXiv preprint arXiv …, 2023 - arxiv.org
To ensure safety in teleoperated driving scenarios, communication between vehicles and
remote drivers must satisfy strict latency and reliability requirements. In this context …

A new scheduler for URLLC in 5G NR IIoT networks with spatio-temporal traffic correlations

S Cavallero, NS Grande, F Pase… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
This paper explores the issue of enabling Ultra-Reliable Low-Latency Communications
(URLLC) in view of the spatio-temporal correlations that characterize real 5th generation …

Game theory for B5G upper-tier resource allocation using network slicing

F Debbabi, RL Aguiar, R Jmal, L Chaari Fourati - Wireless Networks, 2023 - Springer
Network slicing (NS) has emerged as a promising solution that enables network operators to
slice network resources such as spectrum and bandwidth to adapt to different beyond 5G …

Resource Allocation for LoRaWAN Network Slicing: Multi-Armed Bandit-based Approaches

FZ Mardi, Y Hadjadj-Aoul, M Bagaa, N Benamar - Internet of Things, 2024 - Elsevier
Wireless sensor networks have become increasingly popular in recent years due to the
growing demand for Internet of Things (IoT) applications, including LoRaWAN networks …

Analysis of a contention-based approach over 5G NR for Federated Learning in an Industrial Internet of Things scenario

G Cuozzo, J Pettersson, M Condoluci - IEEE Access, 2023 - ieeexplore.ieee.org
The growing interest in new applications involving co-located heterogeneous requirements,
such as the Industrial Internet of Things (IIoT) paradigm, poses unprecedented challenges to …

A Distributed Neural Linear Thompson Sampling Framework to Achieve URLLC in Industrial IoT

F Pase, M Giordani, S Cavallero, M Schellmann… - arXiv preprint arXiv …, 2023 - arxiv.org
Industrial Internet of Things (IIoT) networks will provide Ultra-Reliable Low-Latency
Communication (URLLC) to support critical processes underlying the production chains …

[HTML][HTML] A Novel Adaptive UE Aggregation-Based Transmission Scheme Design for a Hybrid Network with Multi-Connectivity

H Chen, R Fang, T Chen, P Wang, Z Wang, S Lin, F Li - Symmetry, 2023 - mdpi.com
With the progress of the eras and the development of science and technology, the
requirements of device-to-device (D2D) connectivity increased rapidly. As one important …

Subcarrier power control for URLLC communication system via multi-agent deep reinforcement learning in IoT network

H Wang, X Li, F Luo, J Li… - International Journal of …, 2024 - inderscienceonline.com
Designing an intelligent resource allocation scheme to achieve the performance
requirements of internet of things (IoT) devices for the future ultra-reliable low-latency …

Intelligent Load Balancing and Resource Allocation in O-RAN: A Multi-Agent Multi-Armed Bandit Approach

CH Lai, LH Shen, KT Feng - 2023 IEEE 34th Annual …, 2023 - ieeexplore.ieee.org
The open radio access network (O-RAN) architecture offers a cost-effective and scalable
solution for internet service providers to optimize their networks using machine learning …

A 5G NTN Emulation Platform for VNF Orchestration: Design, Development, and Evaluation

F Muro, E Baena, T De Cola, S Fortes, R Barco - 2024 - techrxiv.org
Abstract The integration of Non-Terrestrial Networks (NTN) with 5G represents a
monumental leap in wireless network capabilities, significantly enhancing capacity, range …