Deep Learning based Coverage and Rate Manifold Estimation in Cellular Networks

Washim Uddin Mondal, Praful D. Mankar, Goutam Das +2

This article proposes Convolutional Neural Network-based Auto Encoder (CNN-AE) to predict location-dependent rate and coverage probability of a network from its topology. We train…