2 papers
eess.SP2026
Active IoT User Detection in Near-Field with Location Information
Gabriel Martins de Jesus, Richard Demo Souza, Onel Luis Alcaraz López
In this paper, we address active users detection (AUD) in near-field Internet of Things (IoT) networks by exploring prior knowledge of users' locations. We consider a scenario wher…
eess.SP2025
Federated Learning-Distillation Alternation for Resource-Constrained IoT
Rafael Valente da Silva, Onel L. Alcaraz López, Richard Demo Souza
Federated learning (FL) faces significant challenges in Internet of Things (IoT) networks due to device limitations in energy and communication resources, especially when consideri…