A survey on resource management for 6G heterogeneous networks: current research, future trends, and challenges

HF Alhashimi, MHDN Hindia, K Dimyati, EB Hanafi… - Electronics, 2023 - mdpi.com
The sixth generation (6G) mobile communication system is expected to meet the different
service needs of modern communication scenarios. Heterogeneous networks (HetNets) …

Edge learning for 6G-enabled Internet of Things: A comprehensive survey of vulnerabilities, datasets, and defenses

MA Ferrag, O Friha, B Kantarci… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The deployment of the fifth-generation (5G) wireless networks in Internet of Everything (IoE)
applications and future networks (eg, sixth-generation (6G) networks) has raised a number …

Blockchain for dynamic spectrum access and network slicing: A review

ST Muntaha, PI Lazaridis, M Hafeez, QZ Ahmed… - IEEE …, 2023 - ieeexplore.ieee.org
Dynamic spectrum access (DSA) and network slicing are some of the principal concepts to
realize the emerging applications in Beyond 5th Generation (B5G) and 6th Generation (6G) …

Hypergraph based resource-efficient collaborative reinforcement learning for B5G massive IoT

F Yang, C Yang, J Huang, K Yu, S Garg… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Beyond 5G (B5G) networks rapidly growing to connect billions of Internet of Things (IoT)
devices and the dense deployment of IoT devices leads the large-scale network conflict and …

Hypergraph-based interference avoidance resource management in customer-centric communication for intelligent cyber-physical transportation systems

J Huang, S Zhang, F Yang, T Yu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In customer-centric communication for intelligent cyber-physical transportation systems
(ICTS), the extensive deployment of customer electronics will lead to massive overlapping …

A Hierarchical Network Management Strategy for Distributed CIIoT With Imperfect CSI

F Yang, S Zhang, C Liu, J Huang, T Yu… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
In the distributed Cognitive Industrial Internet of Things (CIIoT), since industrial devices may
self-organize to determine their connection and dispersion and the network may be …

An efficient scheduling scheme for intelligent driving tasks in a novel vehicle-edge architecture considering mobility and load balancing

N Wang, S Pang, X Ji, H Gui, X He - Future Generation Computer Systems, 2024 - Elsevier
With the continuous popularization and evolution of 5G and 6G, mobile edge computing has
achieved rapid development. This study explores the New Generation Mobile Edge …

AoI-Aware Resource Allocation With Interference Avoidance for Ultra-Dense Industrial Internet of Things Networks

J Huang, T Yu, F Yang, S Zhang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
In an ultra-dense Industrial Internet of Things (UDI-IoT) network with device-to-device (D2D)
communication technology applied, interaction among a large number of industrial Internet …

Web 3.0 security: Backdoor attacks in federated learning-based automatic speaker verification systems in the 6G era

Y Wu, J Chen, T Lei, J Yu, MS Hossain - Future Generation Computer …, 2024 - Elsevier
With the advent of Next-Generation Web 3.0 and the integration of 6G technologies, digital
industrial applications are undergoing unprecedented transformations. Among these, the …

[PDF][PDF] Design of a reinforcement learning-based intelligent car transfer planning system for parking lots

F Guo, H Xu, P Xu, Z Guo - Mathematical Biosciences and …, 2024 - aimspress.com
In this study, a car transfer planning system for parking lots was designed based on
reinforcement learning. The car transfer planning system for parking lots is an intelligent …