138 citations · 258 across the 10 of their papers we have counts for
3 papers · 1 filter
Avoiding normalization uncertainties in deep learning architectures for end-to-end communication
Simon Bos, Evgenii Vinogradov, Sofie Pollin
Recently, deep learning is considered to optimize the end-to-end performance of digital communication systems. The promise of learning a digital communication scheme from data is a…
3D beamforming and handover analysis for UAV networks
Achiel Colpaert, Evgenii Vinogradov, Sofie Pollin
In future drone applications fast moving unmanned aerial vehicles (UAVs) will need to be connected via a high throughput ultra reliable wireless link. MmWave communication is assum…
Fixed mmWave Multi-User MIMO: Performance Analysis and Proof-of-Concept Architecture
Achiel Colpaert, Evgenii Vinogradov, Sofie Pollin
In this paper, we present a fixed mmWave Multi-User Multiple-Input Multiple-Output (MIMO) system for fixed wireless access with a unique architecture. A digital MIMO system is comb…