公开(公告)号：US20210218460A1

公开(公告)日：2021-07-15

申请号：US17252966

申请日：2019-06-20

Applicant: Nokia Technologies Oy

Inventor： Ian Dexter GARCIA ,  Igor FILIPOVICH ,  Chandrasekar SANKARAN ,  Hua XU ,  Suresh KALYANASUNDARAM ,  Jamil SHIHAB ,  Rajeev AGRAWAL ,  Anand BEDEKAR

IPC: H04B7/06 ,  H04B7/0452 ,  G06N20/00

Abstract: Systems, methods, apparatuses, and computer program products for multi-user (MU) multiple-input multiple-output (MIMO) user pairing selection are provided. One method may include selecting multi-user multiple input multiple output (MU MIMO) candidate beams using deep neural network(s) (DNNs), and selecting paired users based on the selected beams. The deep neural network(s) (DNNs) are trained to maximize multi-user priority metric (MU-PM) or a heuristic of the multi-user priority metric (MU-PM).