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:
Nov. 21, 2023

Filed:

May. 28, 2021
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Di Wu, Montreal, CA;

Jikun Kang, Montreal, CA;

Yi Tian Xu, Montreal, CA;

Jimmy Li, Montreal, CA;

Michael Jenkin, Toronto, CA;

Xue Liu, Montreal, CA;

Xi Chen, Montreal, CA;

Gregory Lewis Dudek, Montreal, CA;

Intaik Park, Seoul, KR;

Taeseop Lee, Seoul, KR;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 36/22 (2009.01); H04W 36/08 (2009.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01); H04W 48/06 (2009.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
H04W 36/22 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); H04W 36/08 (2013.01); H04W 48/06 (2013.01);
Abstract

An apparatus distributing communication load over a plurality of communication cells may select action centers from random cell reselection values, based on a standard deviation of an internet protocol (IP) throughout over the plurality of communication cells; input a first vector indicating a communication state of a communication system and a second vector indicating the standard deviation of the IP throughout of the plurality of communication cells, to a neural network to output a sum of the action centers and offsets as cell reselection parameters; and transmit the cell reselection parameters to the communication system to enable a base station of the communication system to perform a cell reselection based on the cell reselection parameters.


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