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. 25, 2022

Filed:

May. 29, 2020
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Yisheng Xue, San Diego, CA (US);

Weiliang Zeng, San Diego, CA (US);

Xiaoxia Zhang, San Diego, CA (US);

Yongbin Wei, La Jolla, CA (US);

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04B 7/06 (2006.01); G06N 20/00 (2019.01); H04L 1/18 (2006.01); H04L 41/16 (2022.01);
U.S. Cl.
CPC ...
H04B 7/0626 (2013.01); G06N 20/00 (2019.01); H04L 1/1812 (2013.01); H04L 1/1861 (2013.01); H04L 41/16 (2013.01);
Abstract

Certain aspects of the present disclosure provide techniques for qualifying machine learning model-based channel state information (CSI) predictions. An example method generally includes receiving, from a network entity, a channel state information (CSI) prediction model for quantized CSI, calculating CSI based on downlink reference signal measurements, generating a quantized CSI difference value based a quantization of a difference between the calculated CSI and CSI predicted based on a CSI prediction model, and reporting, to the network entity, the calculated CSI and the quantized CSI difference value.


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