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:
Mar. 22, 2022

Filed:

Jul. 02, 2020
Applicants:

Czech Technical University IN Prague, Prague 6 - Dejvice, CZ;

Eurecom, Biot Sophia Antipolis, FR;

Inventors:

Mehyar Najla, Prague, CZ;

Zdenek Becvar, Prague, CZ;

Pavel Mach, Prague, CZ;

David Gesbert, Roquefort les Pins, FR;

Assignees:

Czech Technical University in Prague, Prague, CZ;

EURECOM, Sophia Antipolis, FR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 24/02 (2009.01); H04B 7/155 (2006.01); H04W 52/52 (2009.01); H04W 4/70 (2018.01); H04W 24/06 (2009.01); G06N 20/00 (2019.01); H04W 24/10 (2009.01); H04W 92/18 (2009.01);
U.S. Cl.
CPC ...
H04W 52/52 (2013.01); G06N 20/00 (2019.01); H04W 4/70 (2018.02); H04W 24/06 (2013.01); H04W 24/10 (2013.01); H04W 92/18 (2013.01);
Abstract

A method for device-to-device communication comprises providing a first communication device, a second communication device, and a plurality of base stations, measuring a first set of base station channel gains from the first communication device, measuring a second element of data from the second communication device, providing the first set of base station channel gains and the second element of data as inputs to an algorithm, calculating a D2D channel gain from the first set of base station channel gains and the second element of data with the machine learning algorithm, and adjusting at least one parameter based on the calculated D2D channel. A system for controlling device-to-device communication and a method of training a machine learning algorithm are also described.


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