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.
Patent No.:
Date of Patent:
Jul. 07, 2026
Filed:
Feb. 23, 2023
Deepsig Inc., Arlington, VA (US);
Nathan West, Washington, DC (US);
Tamoghna Roy, Alexandria, VA (US);
Daniel Depoy, Alexandria, VA (US);
Timothy James O'shea, Arlington, VA (US);
DeepSig Inc., Arlington, VA (US);
Abstract
Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for signal detection using machine learning models. In some implementations, a method includes obtaining communications data comprising one or more radio signals; providing the communications data to a first machine learning model that is trained to detect frequency bands that likely include radio signals; obtaining information representing one or more frequency bands that correspond to likely radio signals in the communications data as an output of the first machine learning processing the communications data; providing at least a portion of the communications data corresponding to the one of the one or more frequency bands to a second machine learning model that is trained to detect one or more features of radio signals; and obtaining a signal classification as an output of the second machine learning model generated by processing the portion of the communications data provided to the machine learning model.