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. 11, 2025

Filed:

Nov. 10, 2022
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Shreya Kadambi, San Diego, CA (US);

Arash Behboodi, Amsterdam, NL;

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

Max Welling, Bussum, NL;

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G01S 5/10 (2006.01); G01S 5/00 (2006.01); G01S 5/02 (2010.01);
U.S. Cl.
CPC ...
G01S 5/0273 (2013.01); G01S 5/0027 (2013.01); G01S 5/0215 (2013.01); G01S 5/10 (2013.01);
Abstract

Certain aspects of the present disclosure provide methods, apparatus, and systems for predicting a location of a device in a spatial environment using a machine learning model. An example method generally includes measuring a plurality of signals received from a network entity at a device. A channel state information (CSI) measurement is generated from the measured plurality of signals. Generally, the CSI measurement includes a multipath component. Positions of one or more anchors in a spatial environment are identified based on a machine learning model trained to identify the positions of the one or more anchors based on the CSI measurement. A location of the device is estimated based on the identified positions of the one or more anchors.


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