Method of reducing transmission of data in a communications network by using machine learning

Abstract

The present disclosure relates to a computer implemented method, performed by a wireless device, for reducing data transmission in a communications network by compression of measurements of network characteristics of the communications network, comprising the method steps of: obtaining a trained encoder, of a trained autoencoder, performing a measurements of network characteristics of the communications network, applying the trained encoder to compress the result of the measurements of network characteristics, and transmitting the compressed representation of measurements of network characteristics towards a network entity, whereby the network entity may perform a method comprising the method steps of: obtaining a trained decoder, of the trained autoencoder, receiving a compressed representation of a measurements of network characteristics, and applying the trained decoder to reconstruct the compressed representation of the measurements of network characteristics.

CPC Classifications