Learning-Based UE Classification in Millimeter-Wave Cellular Systems With Mobility

no code implementations • 13 Sep 2021 • Dino Pjanić, Alexandros Sopasakis, Harsh Tataria, Fredrik Tufvesson, Andres Reial

Millimeter-wave cellular communication requires beamforming procedures that enable alignment of the transmitter and receiver beams as the user equipment (UE) moves.

BIG-bench Machine Learning Classification

Latent space conditioning for improved classification and anomaly detection

no code implementations • 24 Nov 2019 • Erik Norlander, Alexandros Sopasakis

We propose a new type of variational autoencoder to perform improved pre-processing for clustering and anomaly detection on data with a given label.

Anomaly Detection Classification +2