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:
Jun. 18, 2019

Filed:

Sep. 15, 2015
Applicant:

Telefonaktiebolaget L M Ericsson (Publ), Stockholm, SE;

Inventors:

Marianne Fjelberg, Stockholm, SE;

Rickard Cöster, Hägersten, SE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 4/00 (2018.01); H04W 4/08 (2009.01); H04W 8/18 (2009.01); H04W 24/02 (2009.01); G06N 7/00 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04W 4/08 (2013.01); G06N 7/005 (2013.01); H04W 8/186 (2013.01); H04W 24/02 (2013.01); G06N 20/00 (2019.01);
Abstract

There is provided mechanisms for grouping wireless devices of a cell of a communications network. A method is performed by a system in the communications network. The method comprises acquiring user network data for wireless devices in a cell of the communications network and cell network data for the cell. The method comprises determining groups for the wireless devices and assigning each one of the wireless devices to one of the groups using unsupervised machine learning with the user network data and the cell network data as input. The method comprises assigning a wireless device entering the cell to one of the groups using supervised machine learning with user network data of said wireless device and the cell network data as input.


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