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:
Jan. 13, 2026

Filed:

Nov. 30, 2022
Applicant:

Dell Products, L.p., Round Rock, TX (US);

Inventors:

Ali Esswie, Montreal, CA;

Gwenael Poitau, Montreal, CA;

Hamidreza Farmanbar, Ottawa, CA;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 24/02 (2009.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04W 24/02 (2013.01); G06N 20/00 (2019.01);
Abstract

A wireless user equipment transmits learning model information corresponding to learning models facilitating radio functions to a network node. In response, the node transmits to the user equipment a model management indication configuration corresponding to the learning model information. The user equipment monitors learning model parameter metrics, indicative of learning model performance. Monitored metrics may be used to determine a control action, or operation, to perform, based on analysis of the metrics with respect to model performance metric criterion. A model management indication may be transmitted to the user equipment indicating a determined control action. Examples of a control operation may comprise deactivating a currently operating learning model or retraining a learning model.


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