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. 06, 2022
Filed:
Apr. 20, 2021
Applicant:
Federated Wireless, Inc., Arlington, VA (US);
Inventor:
Deepak Das, Lexington, MA (US);
Assignee:
Federated Wireless, Inc., Arlington, VA (US);
Primary Examiner:
Int. Cl.
CPC ...
H04W 16/14 (2009.01); G06N 20/00 (2019.01); H04L 43/08 (2022.01); G06N 5/04 (2006.01); H04W 88/08 (2009.01);
U.S. Cl.
CPC ...
H04W 16/14 (2013.01); G06N 5/045 (2013.01); G06N 20/00 (2019.01); H04L 43/08 (2013.01); H04W 88/08 (2013.01);
Abstract
The disclosed embodiments provide improved methods and systems for predicting spectrum allocation in a wireless access network. The method may comprise receiving data associated with an access point (AP), creating, based on the received data and a machine learning algorithm, a decision model for predicting whether to allocate spectrum to the AP, generating a prediction, using the decision model, whether to allocate spectrum to the AP, and sending the prediction to a spectrum access system (SAS) in the wireless access network. The SAS may be configured to allocate spectrum to the AP based on the prediction.