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:
Oct. 11, 2022

Filed:

Jun. 19, 2020
Applicant:

Samsung Electronics Co., Ltd., Gyeonggi-do, KR;

Inventors:

Abdulrahman Baknina, San Diego, CA (US);

HyukJoon Kwon, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/26 (2006.01); H04B 7/0456 (2017.01); H04B 7/06 (2006.01); H04B 17/336 (2015.01); G06N 3/08 (2006.01); H04L 1/20 (2006.01); H04B 7/01 (2006.01); H04L 5/00 (2006.01);
U.S. Cl.
CPC ...
H04B 7/0486 (2013.01); G06N 3/08 (2013.01); H04B 7/01 (2013.01); H04B 7/0626 (2013.01); H04B 7/0632 (2013.01); H04B 17/336 (2015.01); H04L 1/203 (2013.01); H04L 5/0055 (2013.01);
Abstract

An apparatus and method are provided for using an MLP algorithm to map channel features to an RI and/or a CQI for CSI feedback. The method includes estimating a channel in the communication network for a signal; extracting at least one channel feature related to the estimated channel; determining RI and CQI pairs; inputting, to an MLP network, the extracted at least one channel feature and the RI and CQI pairs; receiving, for each of the RI and CQI pairs, an output of the MLP network, wherein the outputs of the MLP network indicate throughput or spectral efficiency for the electronic device; and selecting an RI and CQI pair of the RI and CQI pairs based on the received outputs.


Find Patent Forward Citations

Baknina, Abdulrahman. (2022). Rank indicator (ri) and channel quality indicator (cqi) estimation using a multi-layer perceptron (mlp) (U.S. Patent No. 11469797). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11469797

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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