Abstract: As an emerging collaborative approach, Federated Learning (FL) addresses the privacy leakage issue in traditional centralized machine learning (ML), which requires devices to upload raw data ...

Abstract: Energy optimization is a critical challenge in wireless sensor networks (WSNs) due to its direct impact on the network lifetime. This paper proposes the use of the K-means algorithm combined ...