6 citations · 8 across the 4 of their papers we have counts for
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cs.IT2021
Reliable Deep Learning based Localization with CSI Fingerprints and Multiple Base Stations
Anastasios Foliadis, Mario H. Castañeda Garcia, Richard A. Stirling-Gallacher +1
Deep learning (DL) methods have been recently proposed for user equipment (UE) localization in wireless communication networks, based on the channel state information (CSI) between…
cs.IT2021
CSI-Based Localization with CNNs Exploiting Phase Information
Anastasios Foliadis, Mario H. Castañeda Garcia, Richard A. Stirling-Gallacher +1
In this paper we study the use of the Channel State Information (CSI) as fingerprint inputs of a Convolutional Neural Network (CNN) for localization. We examine whether the CSI can…