Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning With IID and Non-IID Data
In this work hierarchical federated learning (HFL) over wireless multi-cell networks is proposed for large-scale model training while preserving data privacy. However […]
User association in millimeter wave cellular networks with intelligent reflecting surfaces
In this paper, we introduce a new load balancing user association scheme for millimeter wave (mmWave) cellular networks in which intelligent reflecting […]
Queue Aware Resource Optimization in Latency Constrained Dynamic Networks
Low latency communications is one of the key design targets in future wireless networks. We propose a queue aware algorithm to optimize […]
Resource Allocation and User Association for Load Balancing in NOMA-Based Cellular Heterogeneous Networks
Small cells, specially femtocells, are deployed in the coverage of macrocells and form underlay heterogeneous networks (HetNets) to increase the capacity of […]
Topology adaptive sum rate maximization in the downlink of dynamic wireless networks
Dynamic network architectures (DNAs) have been developed under the assumption that some terminals can be converted into temporary access points (APs) anytime […]