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:
Feb. 03, 2026

Filed:

Jan. 24, 2023
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Fabio Valerio Massoli, Amsterdam, NL;

Arash Behboodi, Amsterdam, NL;

Hamed Pezeshki, San Diego, CA (US);

Joseph Binamira Soriaga, San Diego, CA (US);

Taesang Yoo, San Diego, CA (US);

Tao Luo, San Diego, CA (US);

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 25/02 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 25/024 (2013.01); G06N 20/00 (2019.01);
Abstract

Certain aspects of the present disclosure provide techniques and apparatus for wireless channel estimation using machine learning. A sensing matrix is processed using a set of one or more layers of a machine learning model, based on a learned sparsifying dictionary, to generate a set of associated sparse vector representations. A channel estimation is determined based on output of a final layer of the set of one or more layers of the machine learning model.


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