Deep Learning for Multi-User MIMO Systems: Joint Design of Pilot, Limited Feedback, and Precoding

no code implementations • 21 Sep 2022 • Jeonghyeon Jang, Hoon Lee, Il-Min Kim, Inkyu Lee

To address this problem, we propose a novel deep learning (DL) framework which jointly optimizes the feedback information generation at users and the precoder design at a base station (BS).

Fast Federated Learning by Balancing Communication Trade-Offs

2 code implementations • 23 May 2021 • Milad Khademi Nori, Sangseok Yun, Il-Min Kim

Based on this theoretical analysis, we propose an enhanced FL scheme, namely Fast FL (FFL), that jointly and dynamically adjusts the two variables to minimize the learning error.

Federated Learning Privacy Preserving