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5G message transmission method based on learning strategy

A message transmission, 5G technology, applied in neural learning methods, biological neural network models, network traffic/resource management, etc., can solve the problems of system collapse, repeated transmission of useless information, large traffic loss, etc. The effect of ensuring transmission efficiency and improving transmission quantity and quality

Pending Publication Date: 2022-04-08
南京天通新创科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] On the basis of inheriting the characteristics of traditional SMS without registration and application installation, 5G news further realizes event push and enterprise promotion. However, in the face of one-time transmission of massive big data, there will be excessive traffic loss and system Crash, repeated transmission of useless information, waste of resources, and problems of secure transmission. If 5G messages cannot be simplified and securely transmitted, it will inevitably cause unnecessary waste of resources and the difficulty of achieving safe and fast transmission.

Method used

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  • 5G message transmission method based on learning strategy
  • 5G message transmission method based on learning strategy
  • 5G message transmission method based on learning strategy

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Experimental program
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Embodiment 1

[0038] refer to figure 1 , which is the first embodiment of the present invention, provides a learning strategy-based 5G message transmission method, including:

[0039] S1: Collect the parameters of 5G message configuration items in the Internet of Things and perform preprocessing to obtain the identification data set. It should be noted that the preprocessing includes:

[0040] Delete the unique id attribute in the parameters of the 5G message configuration item to form a sample data set;

[0041] Classify the sample data set, and impute the missing value with the mean value of the samples in the same category;

[0042] Based on the principle of feature dualization, the numerical sample attribute after interpolating the missing value is converted into a Boolean attribute, and the threshold is set as the boundary point for dividing the attribute value from 0 to 1;

[0043] Using the data standardization strategy, the samples after attribute division are normalized to obtai...

Embodiment 2

[0074] refer to figure 2 , which is the second embodiment of the present invention. This embodiment is different from the first embodiment in that it provides a test comparison of a learning strategy-based 5G message transmission method, specifically including:

[0075] In order to verify and explain the technical effect adopted in the method of the present invention better, the present embodiment chooses to carry out comparative test with the traditional 4G transmission method and the method of the present invention, and compares the test results with the means of scientific demonstration, to verify that the method of the present invention has real effect.

[0076] The traditional 4G transmission method cannot effectively filter useless information and repeated information, resulting in unnecessary waste of resources, and occupying the message transmission position of the communication channel, which affects the transmission efficiency and quality. In order to verify that th...

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PUM

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Abstract

The invention discloses a 5G message transmission method based on a learning strategy, and the method comprises the steps: collecting and preprocessing 5G message configuration item parameters in the Internet of Things, and obtaining an identification data set; constructing a management transmission model based on a learning strategy, and performing parameter fine tuning training on the management transmission model; and importing the identification data set into the trained management transmission model for optimization, and outputting optimal useful information of the 5G message. According to the method provided by the invention, available information in the 5G message is screened through preprocessing cleaning, and the 5G message is further simplified in combination with a learning strategy, so that the transmission quantity and quality of the 5G message are improved, and the information value is also improved while the transmission efficiency is guaranteed.

Description

technical field [0001] The invention relates to the technical field of secure transmission of 5G messages, in particular to a method for transmitting 5G messages based on a learning strategy. Background technique [0002] 5G message refers to the transmission of text, pictures, audio, video, location and other information based on the SIM card breaking the length limit on the basis of SMS, helping enterprises and merchants to send event information to precise users. [0003] The current 5G message transmission breaks the length limit of traditional SMS, supports the reading method of short video + high-definition picture + long text + voice + H5 page; breaks the invalid push of traditional advertisements, and is billed by reading; the push speed is fast, and the gateway speed can reach 500 Messages per second, no need to download apps, no account login 5G message will provide enterprises with push activities to consumers through text, voice, links and other means. [0004] ...

Claims

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Application Information

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IPC IPC(8): H04W28/06G06N3/08
Inventor 陈丹丹张丽
Owner 南京天通新创科技有限公司