公开(公告)号：US11765654B2

公开(公告)日：2023-09-19

申请号：US17976376

申请日：2022-10-28

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Vaibhav Singh ,  Anand Bedekar ,  Jun He

IPC: H04W52/02 ,  H04W24/10

CPC classification number: H04W52/0206 ,  H04W24/10

Abstract: To maximize power saving in a radio access network comprising cells, an optimal action amongst actions comprising switching on one or more cells, switching off one or more cells, and doing nothing is determined using a trained model, which maximizes a long term reward on tradeoff between throughput and power, the trained model taking as input a load estimate. The trained model may be updated online using measurement results on load, throughput and power consumption.