Mohamed Naeem

Ultra-low communication overhead federated learning strategy for distributed wearable ECG networks

Abstract Federated learning (FL) over wearable electrocardiogram (ECG) networks enables privacy-preserving cardiac monitoring at scale, yet standard FL protocols are incompatible with the severe bandwidth and energy constraints of heterogeneous LoRa IoT deployments. This paper pr...