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The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Patent No.:

US 12232102 B1

PDFFull Text
Date of Patent:
Feb. 18, 2025

Filed:

Dec. 17, 2020

Method and apparatus for selecting plurality of terminal devices for uplink and downlink transmissions

Applicant:

Nokia Solutions and Networks Oy, Espoo, FI;

Inventor:

Dani Johannes Korpi, Helsinki, FI;

Assignee:

NOKIA SOLUTIONS AND NETWORKS OY, Espoo, FI;

Attorney:

McCarter & English LLP

Primary Examiner:

Timothy J Weidner

Int. Cl.
CPC ...
G06N 3/084 (2023.01); G06N 3/092 (2023.01); H04B 1/525 (2015.01); H04B 17/391 (2015.01); H04W 16/22 (2009.01); H04W 24/02 (2009.01); H04W 28/02 (2009.01); H04W 72/121 (2023.01); H04W 84/02 (2009.01); H04W 88/02 (2009.01); H04W 88/08 (2009.01); H04W 92/02 (2009.01); H04W 92/10 (2009.01); H04W 92/18 (2009.01);
U.S. Cl.
CPC ...
H04W 72/121 (2013.01); G06N 3/084 (2013.01); G06N 3/092 (2023.01); H04B 1/525 (2013.01); H04B 17/3913 (2015.01); H04W 16/22 (2013.01); H04W 24/02 (2013.01); H04W 28/0231 (2013.01); H04W 84/02 (2013.01); H04W 88/02 (2013.01); H04W 88/08 (2013.01); H04W 92/02 (2013.01); H04W 92/10 (2013.01); H04W 92/18 (2013.01);
Abstract

An apparatus and method for selecting a plurality of terminal devices for uplink and downlink transmissions are described. A first terminal device is selected from a first group of terminal devices. A reinforcement learning agent is used for selecting the first terminal device based at least on data rates of the terminal devices of the first group and data rates of the terminal devices of a second group. The selected first terminal device is transferred from the first group of terminal devices to the second group of terminal devices. One group of terminal devices is scheduled for downlink transmission and the other group of terminal devices is scheduled for uplink transmission.

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