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Methods for Long-Range Federated Edge Learning with Chirp-Based Over-the-Air Computation

Reference #: 01574 The University of South Carolina is offering licensing opportunities for Methods for Long-Range Federated Edge Learning with Chirp-Based Over-the-Air Computation Background: Federated edge learning (FEEL) deploys federated learning (FL) over a wireless network, in which many edge devices (EDs) participate in training using locally...

Published: 1/3/2023 | Inventor(s): Safi Shams Muhtasimul Hoque, Alphan Sahin

Keywords(s): chirp, DFT-s-OFDM, Distributed learning, federated edge learning, LoRa, orthogonal frequency division multiplexing, over-the-air computation, peak-to-mean envelope power ratio, pulse-position modulation

Category(s): Engineering and Physical Sciences, Software and Computing