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. 08, 2022

Filed:

Oct. 15, 2019
Applicant:

Caci, Inc.—federal, Arlington, VA (US);

Inventor:

David S. Reynolds, Castle Rock, CO (US);

Assignee:

CACI, Inc.—Federal, Reston, VA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 69/08 (2022.01); H04W 16/22 (2009.01); H04L 12/46 (2006.01); H04W 24/06 (2009.01); G06N 20/00 (2019.01); G06N 5/04 (2006.01); H04L 49/25 (2022.01); H04W 88/08 (2009.01); H04L 69/321 (2022.01); H04W 92/04 (2009.01); H04W 88/10 (2009.01);
U.S. Cl.
CPC ...
H04L 69/08 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); H04L 12/4625 (2013.01); H04L 49/25 (2013.01); H04L 69/321 (2013.01); H04W 16/22 (2013.01); H04W 24/06 (2013.01); H04W 88/08 (2013.01); H04W 88/10 (2013.01); H04W 92/045 (2013.01);
Abstract

The present disclosure pertains to a base station apparatus configured, via machine learning techniques, to provide enhanced communication for one or more user equipment (UEs). This communication may be exemplarily enhanced by detecting rogue base stations and/or by predicting more optimal performance parameters. Some embodiments of this apparatus may include: creating a machine learning classifier using simulated wireless data, the simulated wireless data having known values; and applying, at a base station router (BSR), the machine learning classifier to actual wireless data. This application may be performed by converting between a wireless protocol used by the actual wireless data and a wired protocol used by the simulated wireless data.


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