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.

Date of Patent:
May. 23, 2023

Filed:

Feb. 27, 2019
Applicant:

Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;

Inventors:

Euhanna Ghadimi, Bromma, SE;

Jonas Wiorek, Stockholm, SE;

Sholeh Yasini, Sundbyberg, SE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/08 (2006.01); H04L 41/16 (2022.01); H04L 41/044 (2022.01);
U.S. Cl.
CPC ...
H04L 41/16 (2013.01); H04L 41/044 (2013.01);
Abstract

A framework for transfer learning for radio resource management-related tasks in radio access networks is defined in terms of functional entities of the network operator and associated signaling. A source learner () provides parameters or policies that incorporate knowledge related to another context than the actual context in which the RRM-related task is to be executed. A target learner () converts the source policies and parameters into models or target policies relevant to the actual context of the RRM-related task. An actor () receiving target learner's output is enabled to determine an RRM-related action for accomplishing the RRM-related task.


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