research
∙
03/03/2023
AI-Empowered Hybrid MIMO Beamforming
Hybrid multiple-input multiple-output (MIMO) is an attractive technology...
share
research
∙
02/10/2023
On the Tacit Linearity Assumption in Common Cascaded Models of RIS-Parametrized Wireless Channels
We analytically derive from first physical principles the functional dep...
research
∙
01/15/2023
CRC-Aided Learned Ensembles of Belief-Propagation Polar Decoders
Polar codes have promising error-correction capabilities. Yet, decoding ...
research
∙
08/23/2022
Joint Privacy Enhancement and Quantization in Federated Learning
Federated learning (FL) is an emerging paradigm for training machine lea...
research
∙
10/10/2021
Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models
Providing a metric of uncertainty alongside a state estimate is often cr...
research
∙
09/22/2021
Deep Augmented MUSIC Algorithm for Data-Driven DoA Estimation
Direction of arrival (DoA) estimation is a crucial task in sensor array ...
research
∙
07/21/2021
