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:
Dec. 23, 2025
Filed:
Jun. 28, 2022
T-mobile Usa, Inc., Bellevue, WA (US);
Antoine T. Tran, Issaquah, WA (US);
Alexander Anh Tran, San Diego, CA (US);
T-Mobile USA, Inc., Bellevue, WA (US);
Abstract
A computer-implemented method generates an estimate of a real-time distribution density of wireless devices in a geographic area. The method includes receiving real-time network activity data collected at cell sites. The method includes processing the real-time network activity data with an ML model. The ML model is trained based on non-real-time network activity data indicating network activities as well as location data of wireless devices served by the cell sites. The ML model is configured to predict a real-time distribution of wireless devices in the geographic area at different points in time. The method includes predicting a real-time distribution of the wireless devices based on a pattern of network activities and locations of wireless devices. The method also includes generating an estimate of a distribution density of the wireless devices in the geographic area based on the predicted real-time distribution and adjusted by the real-time count of network activities.