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. 27, 2026

Filed:

Mar. 04, 2022
Applicant:

Drnc Holdings, Inc., Wilmington, DE (US);

Inventors:

Philip Pietraski, Jericho, NY (US);

Sudhir Pattar, Mount Laurel, NJ (US);

Paul Russell, Lawrence, NJ (US);

Miranda Pietraski, Jericho, NY (US);

Assignee:

DRNC Holdings, Inc., Wilmington, DE (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01S 5/02 (2010.01); H04L 25/02 (2006.01);
U.S. Cl.
CPC ...
G01S 5/0252 (2013.01); H04L 25/0212 (2013.01); H04L 25/0254 (2013.01);
Abstract

Procedures, methods, architectures, apparatuses, systems, devices, and computer program products directed to data augmentation of radio frequency (RF) data for improved RF fingerprinting are provided. Among the methods is method that may include any of obtaining one or more samples by sampling a radio frequency (RF) signal received at a receiver from a transmitter; determining one or more channel characteristics of a channel between the receiver and the transmitter; and performing RF fingerprinting based at least in part on (i) inputting the samples and the channel characteristics as inputs to a neural network formed using a trained neural network model, and (ii) obtaining a predicted value output from the neural network.


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