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:
May. 20, 2025
Filed:
Jun. 21, 2024
Ubiety Technologies, Inc., Chicago, IL (US);
Augusto Savaris, Chicago, IL (US);
Joseph Loftus, Seattle, WA (US);
Michael B. Cox, Chicago, IL (US);
Keith Puckett, Chicago, IL (US);
Ubiety Technologies, Inc., Chicago, IL (US);
Abstract
Machine learning-based methods are disclosed to identify the types of electronic devices present in an area using emitted passive electromagnetic signals (e.g., RF signals such as Bluetooth, WiFi, and/or cellular). The identification of the electronic devices improves private and public security in determining human presence and device presence. The disclosed methods use trained machine learning models that learn the relationship between the metadata present within the broadcast electromagnetic signals and the types of electronic devices present. The disclosed methods, apparatuses and systems can include use of several wireless data transfer protocols, such as Wi-Fi, Bluetooth and cellular.