公开(公告)号：US20210289406A1

公开(公告)日：2021-09-16

申请号：US17188264

申请日：2021-03-01

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Afef FEKI ,  Wael MOTAMED ,  Veronique CAPDEVIELLE ,  Jean-Michel PUGEAT ,  Claudiu MIHAILESCU

IPC: H04W36/00 ,  H04W36/24 ,  G06N20/00

Abstract: Disclosed is a method comprising obtaining a plurality of handover parameter values, using a first machine learning model to select a subset of handover parameter values from the plurality of handover parameter values, obtaining historical information of a plurality of terminal devices, determining a first set of optimal handover parameter values for the plurality of terminal devices from the subset of handover parameter values, tagging the first set of optimal handover parameter values with the historical information of the plurality of terminal devices to obtain a labelled dataset, and training a second machine learning model with the labelled dataset, wherein the trained second machine learning model is capable of predicting a second set of optimal handover parameter values for a first terminal device based on historical information of the first terminal device.