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:
Sep. 06, 2022
Filed:
Jul. 01, 2020
Celona, Inc., Cupertino, CA (US);
Nagi Mahalingam, San Diego, CA (US);
Mark Jan Dijkstra, Brooklyn, NY (US);
Sourav Bandyopadhyay, Liluah Howrah, IN;
Celona, Inc., Cupertino, CA (US);
Abstract
A method and apparatus for predicting channel availability in a spectrum-controlled network such as a Citizen's Band Radio Service (CBRS) network. The Base Stations/Access Points (BS/APs) and Domain Proxy monitor operating channels at an enterprise location and provide time series data. The data is analyzed, and patterns are identified in the collected channel availability data using Artificial Intelligence (AI) techniques. Channel availability is predicted using AI techniques, including one or more target channels and termination times. The network channels are reorganized to define a network reconfiguration that avoids the target channel, and pre-emptively reallocated. The enterprise network provides feedback regarding prediction accuracy, which is utilized in a machine learning process to modify the models and provide greater prediction accuracy. In some embodiments a plurality of enterprise networks provide channel availability and geographical data to a centralized provider network, where it is utilized to make predictions.