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. 28, 2024

Filed:

Jun. 23, 2020
Applicant:

Institut Mines-telecom, Palaiseau, FR;

Inventors:

Ghaya Rekaya, Antony, FR;

Aymen Askri, Palaiseau, FR;

Assignee:

Institut Mines Telecom, Palaiseau, FR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04B 7/0456 (2017.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04B 7/0456 (2013.01); G06N 20/00 (2019.01);
Abstract

A precoder for precoding a vector of information symbols is provided. The precoder includes a radius determination unit configured to determine a search sphere radius, the determination of the search sphere radius comprising applying a machine learning algorithm to input data dependent on the vector of information symbols and on a predefined precoding matrix; a sphere encoding unit configured to determine a perturbation vector from lattice points found inside a spherical region by applying a sphere search-based sequential algorithm, the spherical region having as a radius the search sphere radius, and a precoding unit configured to precode the vector of information symbols using the perturbation vector and a precoding matrix.


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Rekaya, Ghaya. (2024). Devices and methods for machine learning assisted precoding (U.S. Patent No. 11996915). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11996915

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