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. 30, 2025
Filed:
May. 05, 2023
T-mobile Usa, Inc., Bellevue, WA (US);
Peter Jonathan Glenn, Bonney Lake, WA (US);
Rohit Iyer, Renton, WA (US);
Santosh Ashok Javali, Marysville, WA (US);
Sean Harrison Roach, Kenmore, WA (US);
T-Mobile USA, Inc., Bellevue, WA (US);
Abstract
Operation and management of a wireless telecommunication network is improved via reducing and preventing service condition faults by subscribers. Service condition faults occur when a subscriber fails to satisfy service conditions or requirements for receiving network services provided by the wireless telecommunication network. Service conditions faults can be intelligently reduced or prevented based on adjusting network service parameters or configurations for a subscriber in a manner that reduces a magnitude and/or volume of service conditions for the subscriber. A wireless telecommunication network implements a machine learning (ML) model that uses subscriber-specific data to classify a recurrence likelihood of the subscriber and a service condition fault, and based on the classification, select modified network service parameters or configurations to implement specifically for the subscriber.