Federated Learning and Meta Learning: Approaches, Applications, and Directions
Over the past few years, significant advancements have been made in the field of machine learning (ML) to address resource management, interference […]
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM)
To meet the growing mobility needs in intra-city transportation, the concept of urban air mobility (UAM) has been proposed in which vertical […]
Digital-care in next generation networks
Digital healthcare applications are part of the Industry 4.0 which is based on smart devices and trustworthy communications technology. The concept of […]
Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles
The deployment of future intelligent transportation systems is contingent upon seamless and reliable operation of connected and autonomous vehicles (CAVs). One key […]
6G Vision, Value, Use Cases and Technologies From European 6G Flagship Project Hexa-X
While 5G is being deployed and the economy and society begin to reap the associated benefits, the research and development community starts […]
Deep Reinforcement Based Optimization of Function Splitting in Virtualized Radio Access Networks
Virtualized Radio Access Network (vRAN) is one of the key enablers of future wireless networks as it brings the agility to the […]
Link Activation Using Variational Graph Autoencoders
An unsupervised method is proposed for link activation in wireless networks by identifying clusters of interfering users. A k-nearest neighbors interference graph […]
Mode Selection and Cooperative Jamming for Covert Communication in D2D Underlaid UAV Networks
The integration of unmanned aerial vehicle (UAV) networks and device-to-device (D2D) communications is expected to provide ubiquitous connectivity and high-speed rates for […]
An Optimal Deployment Framework for Multi-Cloud Virtualized Radio Access Networks
Virtualized radio access networks (vRAN) are emerging as a key component of wireless cellular networks, and it is therefore imperative to optimize […]
Spectrum Occupancy and Interference Model based on Network Experimentation in Hospital
Emerging healthcare radio technologies are designed to operate in the 2:4GHz industrial, scientific and medical (ISM) band. Since both standardized (Bluetooth and […]