4 citations · 6 across the 3 of their papers we have counts for
4 papers
On Differential Privacy for Federated Learning in Wireless Systems with Multiple Base Stations
Nima Tavangaran, Mingzhe Chen, Zhaohui Yang +2
In this work, we consider a federated learning model in a wireless system with multiple base stations and inter-cell interference. We apply a differential private scheme to transmi…
Semi-Data-Aided Channel Estimation for MIMO Systems via Reinforcement Learning
Tae-Kyoung Kim, Yo-Seb Jeon, Jun Li +2
Data-aided channel estimation is a promising solution to improve channel estimation accuracy by exploiting data symbols as pilot signals for updating an initial channel estimate. I…
Data-Aided Channel Estimator for MIMO Systems via Reinforcement Learning
Yo-Seb Jeon, Jun Li, Nima Tavangaran +1
This paper presents a data-aided channel estimator that reduces the channel estimation error of the conventional linear minimum-mean-squared-error (LMMSE) method for multiple-input…
Secret-Key Generation Using Compound Sources and One-Way Public Communication
Nima Tavangaran, Holger Boche, Rafael F. Schaefer
In the classical Secret-Key generation model, Common Randomness is generated by two terminals based on the observation of correlated components of a common source, while keeping it…