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:
Apr. 02, 2024

Filed:

Feb. 19, 2021
Applicant:

Nokia Technologies Oy, Espoo, FI;

Inventors:

Athul Prasad, Naperville, IL (US);

Amitabha Ghosh, Buffalo Grove, IL (US);

Gilsoo Lee, Naperville, IL (US);

Jie Chen, Naperville, IL (US);

Jun Tan, Glenview, IL (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04B 17/391 (2015.01); G06N 20/00 (2019.01); H04B 7/06 (2006.01);
U.S. Cl.
CPC ...
H04B 17/3913 (2015.01); G06N 20/00 (2019.01); H04B 7/0626 (2013.01); H04B 7/0652 (2013.01);
Abstract

Systems, methods, apparatuses, and computer program products for machine learning based channel state information (CSI) estimation and feedback configuration are provided. A method may include learning channel state information feedback from one or more user equipment as time series data. The method may also include building a predictive model for user equipment feedback based on the learned channel state information feedback. The method may further include configuring a channel state information trigger with the one or more user equipment based on the predictive model. In addition, the method may include signaling predicted channel state information to the one or more user equipment.


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