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:
Jul. 29, 2025

Filed:

Nov. 06, 2019
Applicant:

Deepsig Inc., Arlington, VA (US);

Inventors:

Nathan West, Washington, DC (US);

Tamoghna Roy, Arlington, VA (US);

Timothy James O'shea, Arlington, VA (US);

Ben Hilburn, Reston, VA (US);

Assignee:

DeepSig Inc., Arlington, VA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 7/01 (2023.01); G06F 16/906 (2019.01); G06N 3/047 (2023.01); G06N 20/00 (2019.01); H04B 17/00 (2015.01);
U.S. Cl.
CPC ...
G06N 7/01 (2023.01); G06F 16/906 (2019.01); G06N 3/047 (2023.01); G06N 20/00 (2019.01); H04B 17/0087 (2013.01);
Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for radio frequency band segmentation, signal detection and labelling using machine learning. In some implementations, a sample of electromagnetic energy processed by one or more radio frequency (RF) communication receivers is received from the one or more receivers. The sample of electromagnetic energy is examined to detect one or more RF signals present in the sample. In response to detecting one or more RF signals present in the sample, the one or more RF signals are extracted from the sample, and time and frequency bounds are estimated for each of the one or more RF signals. For each of the one or more RF signals, at least one of a type of a signal present, or a likelihood of signal being present, in the sample is classified.


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