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Machine learning coordinated wireless networking

A network and coordination module technology, applied in the direction of wireless network protocol, wireless communication, network topology, etc., can solve problems such as obstacles

Inactive Publication Date: 2018-04-17
NETGEAR INC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

But there are many problems that stand in the way of this goal

Method used

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  • Machine learning coordinated wireless networking
  • Machine learning coordinated wireless networking
  • Machine learning coordinated wireless networking

Examples

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Embodiment Construction

[0037] The examples set forth below represent necessary information to enable those skilled in the art to implement the examples, and describe the best mode of the implementation examples. After reading the following description with reference to the accompanying drawings, those skilled in the art will understand the concepts of the present disclosure and will recognize the applications of these concepts, which are not specifically addressed here. It should be understood that these concepts and applications are within the scope of the present disclosure and the appended claims.

[0038] The purpose of the terms used herein is only to describe the embodiments, and is not intended to limit the scope of the present disclosure. Where the context permits, words using the singular or plural form can also include the plural or singular form, respectively.

[0039] As used herein, unless specifically stated otherwise, terms such as "processing", "calculating", "calculating", "determining"...

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Abstract

The disclosed methods and systems use artificial intelligence (Al) and machine learning (ML) technologies to model the usage and interference on each channel. For example, units of the system can measure channel interference regularly over the time of day on all radios. The interference information is communicated to the base unit or a cloud server for pattern analysis. Interference measurements include interference from units within the system as well as interference from nearby devices. The base unit or the cloud server can recognize the pattern of the interference. Further, connected devices have a number of network usage characteristics observed and modeled including bitrate, and network behavior. The characteristics are used to assign channels to connected devices.

Description

[0001] Cross reference to related applications [0002] This application claims priority to the U.S. Provisional Patent Application Serial No. 62 / 406,325 filed on October 10, 2016, the entire content of which is incorporated herein by reference. Technical field [0003] The teaching involves wireless access points. The teaching more specifically relates to the control of wireless connections between multiple access points and user equipment and the channels on which these connections operate. Background technique [0004] A device with a strong and clear wireless connection is the best choice. But there are many problems that hinder this goal. Some examples include restrictions on broadcast frequencies, the range of wireless network broadcasts, interference from sleeping objects (i.e. walls), interference from moving objects (i.e. microwaves, televisions), interference from other wireless devices (i.e. access on other networks) Point, local and external connected devices) and con...

Claims

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Application Information

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IPC IPC(8): H04W16/10H04W24/02H04L45/02
CPCH04W16/10H04W24/02G08B13/00G08B25/10H04L12/2823H04W4/021H04L1/0002H04L1/0007H04W28/22H04L41/12H04W36/0094H04W36/20H04W40/02H04B7/1851H04B7/18539H04W28/20H04W4/023H04W64/00H04L41/0813H04L41/0823H04L43/0852H04L2012/2841H04W24/08H04W64/006H04W84/06H04W12/63H04W72/563H04W72/543G08B13/2494H04L43/0864H04L43/16H04W12/08H04W4/02H04W4/029H04B17/318H04W40/246H04W4/30H04W12/61H04W12/122H04W84/18H04W76/11H04W48/02H04W76/15H04W16/26H04W36/0072H04W36/0055H04W36/36H04W36/0083H04W36/16H04W28/04H04W72/541H04W72/542H04W36/008375H04L43/0888H04L45/02H04W28/0236H04W72/0453H04W84/12H04W88/08H04L43/08H04L67/303H04W36/32H04W36/38H04W88/10H04W4/70H04W4/80H04L12/4633H04W92/20H04B1/005H04B1/713H04B2001/7154H04L5/003H04W80/06H04W84/045H04W84/105H04B17/345H04B17/0085G01S5/0289G01S5/0294G01S19/46H04W8/005H04W28/0289H04W28/18
Inventor 佩曼·阿米尼约瑟夫·阿麦兰·劳尔·伊曼纽尔
Owner NETGEAR INC