ALEXANDRIA, Va., March 17 -- United States Patent no. 12,581,340, issued on March 17, was assigned to Telefonaktiebolaget LM Ericsson (publ) (Stockholm).
"Method of reducing transmission of data in a communications network by using machine learning" was invented by Roman Zhohov (Linkoping, Sweden) and Ursula Challita (Solna, Sweden).
According to the abstract* released by the U.S. Patent & Trademark Office: "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, perf...