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. 24, 2022
Filed:
Apr. 22, 2020
Applicant:
T-mobile Usa, Inc., Bellevue, WA (US);
Inventors:
Khrum Kashan Jat, Sammamish, WA (US);
Jatinder Sandhu, Bellevue, WA (US);
Spoorthy Kondapally, Issaquah, WA (US);
Jessica Sacks, Sammamish, WA (US);
Assignee:
T-Mobile USA, Inc., Bellevue, WA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04W 24/02 (2009.01); H04W 16/18 (2009.01); H04W 24/08 (2009.01);
U.S. Cl.
CPC ...
H04W 24/02 (2013.01); H04W 16/18 (2013.01); H04W 24/08 (2013.01);
Abstract
Systems and methods that use historical data comprising capacity gain solutions and their associated gains at various locations to train a machine learning model. The trained machine learning model, upon receiving a new location (e.g., latitude and longitude coordinates), recommends the top n (e.g., the top 3) solutions that should be deployed at the new location to improve telecommunications network performance. The machine learning model uses clustering techniques to perform the recommendations.