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:
Jun. 01, 2021

Filed:

Sep. 12, 2019
Applicant:

Ambeent Wireless Bilişim VE Yazilim A.ş, Istanbul, TR;

Inventor:

Mustafa Ergen, Istanbul, TR;

Assignee:

Ambeent Inc., Istanbul, TR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 72/08 (2009.01); H04L 12/24 (2006.01); G06N 20/00 (2019.01); H04L 5/00 (2006.01); H04W 24/02 (2009.01);
U.S. Cl.
CPC ...
H04W 72/085 (2013.01); G06N 20/00 (2019.01); H04L 5/0032 (2013.01); H04L 41/16 (2013.01); H04W 24/02 (2013.01); H04W 72/082 (2013.01);
Abstract

The invention provides a method and system for assigning one or more optimal wireless channels to a Wi-Fi access point of a plurality of Wi-Fi access points using a cloud-based orchestrator through a software defined network (SDN). To start with, RF measurements are collected from a plurality of client devices in the cloud using a RF measurement module. The RF measurements include received signal strength indicator (RSSI) measured by the plurality of client devices and a transmission channel from connected or nearby Wi-Fi access points. The one or more optimal wireless channels for the Wi-Fi access point are then derived by solving a complex optimization problem. This process employs an artificial intelligence (AI) module integrated with a global continuous optimization algorithm. The AI module utilizes the collected RF measurements and a plurality of measured variables for determining the one or more optimal wireless channels for the Wi-Fi access point using the optimization formulation.


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