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A Configurable Edge Computing Gateway with Autonomous Decision-Making Function

An edge computing and gateway technology, applied in the field of communication, to improve user experience and improve the degree of intelligence

Active Publication Date: 2022-04-01
UNIV OF SCI & TECH BEIJING
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0011] Currently, there is no configurable edge computing gateway with autonomous decision-making capabilities on the market

Method used

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  • A Configurable Edge Computing Gateway with Autonomous Decision-Making Function
  • A Configurable Edge Computing Gateway with Autonomous Decision-Making Function
  • A Configurable Edge Computing Gateway with Autonomous Decision-Making Function

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Embodiment Construction

[0056] In order to make the object, technical solution and advantages of the present invention clearer, the implementation manner of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0057] Embodiments of the present invention provide a configurable edge computing gateway with autonomous decision-making functions, such as figure 1 As shown, the configurable edge computing gateway includes:

[0058] The communication module is configured to configure a corresponding communication mode according to the type of the network edge device, collect data from the network edge device, and transmit the subsequent processed data to the cloud computing center;

[0059] The core control module is used to preprocess the collected data;

[0060] A reinforcement learning module, configured to perform reinforcement learning on the preprocessed data, obtain an optimal control strategy and send it to the network edge device;

[0061...

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Abstract

The invention discloses a configurable edge computing gateway with independent decision-making function, which includes: a communication module, configured to configure a corresponding communication mode according to the type of network edge device, collect data from the network edge device, and process the The data is transmitted to the cloud computing center; the core control module is used to preprocess the collected data; the reinforcement learning module is used to perform reinforcement learning on the preprocessed data to obtain the optimal control strategy and send it to the network An edge device; a storage module, used for data storage; a power module, used for supplying power to the configurable edge computing gateway. The configurable edge computing gateway provided by the present invention can obtain the optimal control strategy through the reinforcement learning algorithm according to the real-time status information of the network edge devices, and perform collaborative optimization on the operation status of the network edge devices, so as to realize the automatic control of various devices and improve the It improves the intelligence of the system and improves the user experience.

Description

technical field [0001] The present invention relates to the field of communication technology, the field of automatic control, and the field of IoT (Internet of Things) technology, and in particular to a configurable edge computing gateway with independent decision-making function, which is applied to business scenarios such as smart buildings and smart communities. The functions include Data collection, transmission, status monitoring and autonomous decision-making of network edge devices. Background technique [0002] The development of contemporary science and technology is constantly promoting the progress of society, and people's pursuit of the quality of production and living environment is getting higher and higher, which promotes the continuous development of modern buildings in the direction of informationization and intelligence. With the continuous update of the Internet of Things technology and the continuous iteration of wireless transmission technology, more an...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04W4/38H04W88/16H04L67/12H04L12/66H04B3/54G16Y20/10G06N3/08G06N3/04
CPCH04W4/38H04W88/16H04L67/12H04L12/66H04B3/542G16Y20/10G06N3/08H04B2203/5458G06N3/045
Inventor 杨旭于子健高峰崔家瑞张世龙
Owner UNIV OF SCI & TECH BEIJING
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