2 papers
eess.SP2026
EH-FedSAG: Variance-Reduced Federated Learning with Energy-Aware Participation in Energy-Harvesting IoT
Shahab Jahanbazi, Mateen Ashraf, Richard Demo Souza +1
Federated learning (FL) in energy-harvesting (EH) networks is challenged by intermittent and stochastic energy arrivals that lead to unstable device participation across training r…
eess.SY2026
On the Value of Base Station Motion Knowledge for Goal-Oriented Remote Monitoring with Energy-Harvesting Sensors
Sehani Siriwardana, Jean Michel de Souza Sant'Ana, Richard Demo Souza +2
This paper investigates goal-oriented remote monitoring of an unobservable Markov source using energy-harvesting sensors that communicate with a mobile receiver, such as a Low Eart…