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.

Date of Patent:
Feb. 04, 2020

Filed:

Mar. 17, 2017
Applicant:

Plume Design, Inc., Palo Alto, CA (US);

Inventors:

Balaji Rengarajan, Campbell, CA (US);

William McFarland, Portola Valley, CA (US);

Assignee:

Plume Design, Inc., Palo Alto, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/08 (2006.01); H04L 12/24 (2006.01); H04B 17/345 (2015.01); H04L 12/26 (2006.01); H04W 84/12 (2009.01);
U.S. Cl.
CPC ...
H04L 41/08 (2013.01); H04B 17/345 (2015.01); H04L 41/142 (2013.01); H04L 41/147 (2013.01); H04L 43/0888 (2013.01); H04L 67/10 (2013.01); H04W 84/12 (2013.01);
Abstract

Systems and methods for estimation and learning for optimization of a distributed Wi-Fi network performed by a cloud controller include obtaining data associated with operation of the distributed Wi-Fi network; processing the obtained data; determining one or more of forecasts, predictions, trends, and interference for the distributed Wi-Fi network based on the processed data; and performing an optimization of the distributed Wi-Fi network based on the determined one or more forecasts, predictions, trends, and interference. The obtained data can time-series data, and wherein the processing comprises collating the time-series data across all nodes in the distributed Wi-Fi network and segmenting the time-series data into time periods with similar load characteristics.


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