公开(公告)号：US20220114423A1

公开(公告)日：2022-04-14

申请号：US17498060

申请日：2021-10-11

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Aliye KAYA ,  Michal MATERNIA

IPC: G06N3/04 ,  H04B7/06 ,  H04B17/391 ,  G06N3/08

Abstract: To configure a set of user devices, which comprises one or more user devices, to monitor a subset of beams, at least one past beam sequence indicating one or more beams, which served the set is determined, and inputted to a trained model which outputs a probability distribution. Then as many beams as is a number of beams determined for the set to monitor is selected from the probability distribution according to a first criteria, and the set of user devices is configured to monitor and report beams in the beam group. Past beam sequences are also used in training. From the past sequences, set-specifically, past beams that served a set within a first time interval are determined to be used as training data, and future beams that served the set within a second time interval following the first time interval are determined to be used as validation data.