Long Short Term Memory Networks for Bandwidth Forecasting in Mobile Broadband Networks under Mobility

no code implementations • 20 Nov 2020 • Konstantinos Kousias, Apostolos Pappas, Ozgu Alay, Antonios Argyriou, Michael Riegler

Bandwidth forecasting in Mobile Broadband (MBB) networks is a challenging task, particularly when coupled with a degree of mobility.

Hyperparameter Optimization

Data-Driven Modulation and Antenna Classification of Wireless Digital Communication Signals

no code implementations • 20 Nov 2020 • Apostolos Pappas, Antonios Argyriou

The two sub-problems of modulation and number of transmitter antenna classification are initially examined independently for a variety for system parameters, namely the SNR, number of receiver (Rx) antennas, and classification algorithms.

Classification General Classification