Agricultural Internet of Things message processing system based on edge computing

A message processing and edge computing technology, applied in computing, data processing applications, electrical and digital data processing, etc., can solve problems such as poor real-time data, server crashes, analysis and processing, etc., to achieve fast and effective analysis and processing, Ensure the effect of coordination, cooperation and reliable transmission

Pending Publication Date: 2022-03-01
SHENZHEN UNIV
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

A large amount of data is sent to the cloud for processing, which will inevitably cause excessive pressure on the server, and even cause the server to crash in severe cases
In this case, because the traditional gateway cannot analyze and process data, all data processing tasks are delivered to the cloud. Not only the amount of processed data is very large, but also the data has been transmitted remotely, which may cause The risk of data loss and data tampering, and the real-time performance of data will not be very good

Method used

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  • Agricultural Internet of Things message processing system based on edge computing
  • Agricultural Internet of Things message processing system based on edge computing

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Embodiment Construction

[0017] Such as Figure 1-2 As shown, the edge computing-based agricultural Internet of Things message processing system provided by the present invention, the edge computing-based agricultural Internet of Things message processing system includes a node, an edge gateway and a server, the node is connected to the edge gateway through communication, and the The edge gateway communicates with the server, the server trains the historical data, generates a sensor data prediction model and a pest detection model, and publishes the generated two models to the edge gateway, so that the edge gateway has data processing capabilities , the node collects data on crops, and transmits the collected output communication to an edge gateway or a server.

[0018] In the agricultural Internet of Things system, there are two types of messages that need to be processed: one is text data, including data collected by some sensors; the other is image data, including data collected by cameras. The pr...

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Abstract

The invention is suitable for the field of message processing technology improvement, and provides an agricultural Internet of Things message processing system based on edge computing, which comprises a node, an edge gateway and a server, the node is in communication connection with the edge gateway, the edge gateway is in communication connection with the server, and the server is used for training historical data and sending the trained historical data to the edge gateway. A sensor data prediction model and a pest and disease damage target detection model are generated, the two generated models are published to the edge gateway, so that the edge gateway has data processing capability, and the nodes perform data acquisition on crops and transmit the acquired output communication to the edge gateway or a server. The data from the nodes are analyzed and processed by using the computing power of the edge gateway and the server, and the message allocation strategy is completed in combination with the message queue, so that the pressure of the server is greatly reduced, and the advantage of cloud-side cooperation can be fully utilized.

Description

technical field [0001] The invention belongs to the field of message processing technology improvement, in particular to an edge computing-based agricultural Internet of Things message processing system. Background technique [0002] In an agricultural Internet of Things system, there are many gateways and nodes. Each node needs to collect a large amount of data every day and upload it to the gateway that communicates with it. Then each gateway sends the data collected by the node to the cloud for processing. A large amount of data is sent to the cloud for processing, which will inevitably cause excessive pressure on the server, and even cause the server to crash in severe cases. In this case, because the traditional gateway cannot analyze and process data, all data processing tasks are delivered to the cloud. Not only the amount of processed data is very large, but also the data has been transmitted remotely, which may cause The risk of data loss and data tampering, and th...

Claims

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Application Information

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IPC IPC(8): G06F9/50G06F9/54G06Q50/02G16Y10/05G16Y30/00
CPCG06F9/5072G06F9/546G06Q50/02G16Y10/05G16Y30/00G06F2209/548
Inventor 张沛昌程文博黄磊胡帅
Owner SHENZHEN UNIV
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