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:

Jun. 04, 2021
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Diego Calzolari, San Diego, CA (US);

Peyman Hesami, Los Angeles, CA (US);

Tomas Galvez Santaella, San Diego, CA (US);

Mustafa Saglam, San Diego, CA (US);

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); H04B 7/0404 (2017.01); H04B 17/318 (2015.01); G06N 3/08 (2006.01); H04B 7/06 (2006.01); H04W 52/24 (2009.01);
U.S. Cl.
CPC ...
H04B 7/0404 (2013.01); G06N 3/084 (2013.01); H04B 7/0608 (2013.01); H04B 17/318 (2015.01); H04W 52/245 (2013.01);
Abstract

Methods, systems, and devices for wireless communications are described. In some systems, a user equipment (UE) may implement a dynamic threshold for antenna switching. The dynamic threshold may improve the percentage of time that a UE operates using an 'optimal' antenna (e.g., an antenna with the highest reference signal received power (RSRP)) as compared to a static threshold. For example, a UE may communicate with another device using a first antenna. The UE may track a current communication measurement for the first antenna (e.g., an RSRP value) and may perform an antenna switching test based on the measurement. For the test, the UE may update the dynamic threshold for antenna switching based on a machine learning agent, where the agent may include a neural network that determines the updated dynamic threshold value. The UE may perform a comparison with the dynamic threshold to determine whether to switch operating antennas.


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