公开(公告)号：US11811527B2

公开(公告)日：2023-11-07

申请号：US17420303

申请日：2019-01-07

Applicant: NOKIA TECHNOLOGIES OY

Inventor： Jean-Luc Olivés ,  Vesa Starck ,  Mikko Tapio Kokkonen ,  Gerardo Moreno Crespo

IPC: H04L27/06 ,  H04L1/00 ,  G06N3/08 ,  H04L1/1829 ,  H04W76/28

CPC classification number: H04L1/005 ,  G06N3/08 ,  H04L1/0026 ,  H04L1/0036 ,  H04L1/1864 ,  H04W76/28

Abstract: There is provided a solution for employing a neural network in a radio receiver. According to an aspect, a method comprises: acquiring, from a received frame, a set of samples associated with a position of a control information element in the frame; inputting the set of samples to nodes of an input layer of a neural network, the input layer having the same number of nodes as a number of samples in the set of samples; processing the set of samples in the neural network that has been trained, before receiving the set of samples, to decode one or more determined values of the control information element and to detect discontinuous transmission; outputting, in an output layer of the neural network, an indicator indicating a decoded value of the control information element comprised in the set of samples or an indicator indicating the discontinuous transmission.