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A traffic forecasting method and device

A technology of traffic forecasting and traffic flow, which is applied in the field of communication and can solve problems such as large errors in prediction values

Active Publication Date: 2020-07-07
HUAWEI TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present application provides a traffic forecasting method, which is used to solve the problem in the prior art that when predicting the usage traffic of a cell, the predicted value error is relatively large

Method used

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  • A traffic forecasting method and device
  • A traffic forecasting method and device
  • A traffic forecasting method and device

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Embodiment Construction

[0039] The embodiment of the present application provides a flow prediction method, which is used to effectively reduce the prediction error of the used flow prediction value of the cell.

[0040] In order to enable those skilled in the art to better understand the solutions of the present application, the technical solutions in the embodiments of the present application will be described below in conjunction with the drawings in the embodiments of the present application. Apparently, the described embodiments are only some of the embodiments of the present application, not all of them. All other embodiments obtained by persons of ordinary skill in the art based on the embodiments in this application shall fall within the protection scope of this application.

[0041] It should be noted that the terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the application and the above drawings are used to distinguish similar objects, and are no...

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Abstract

The embodiment of the application discloses a traffic prediction method for effectively reducing the prediction error of the use traffic of a cell. The method disclosed by the embodiment of the invention comprises the following steps: acquiring historic total usable traffic data of all cells in a preset range; taking the historic total usable traffic data of all cells as the input, predicting the total usable traffic of all cells in the preset range by using a first prediction model to acquire a target prediction value; predicting the usable traffic of a target cell according to the target prediction value to obtain the usable traffic prediction value of the target cell, wherein the target cell is any cell in the preset range. The embodiment of the invention further discloses a traffic prediction device for effectively reducing the prediction error of the usable traffic of the cell.

Description

technical field [0001] The present application relates to the communication field, and in particular to a flow prediction method and device. Background technique [0002] A wireless network system refers to a communication system widely deployed by telecom operators in a certain area to provide users with data transmission services. Generally, a wireless network system includes two major components, a base station subsystem and a network subsystem. Wherein, the base station subsystem directly provides network access services for terminal equipment of nearby users. For a telecom operator, the number of base stations can reach tens of thousands or even hundreds of thousands, and they are scattered in various regions to provide comprehensive coverage for the region. The network subsystem connects the base stations through cables to provide data sending and receiving services for terminal devices connected to the network. [0003] In the planning and adjustment of the wireles...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04L12/24H04W24/06
CPCH04L41/14H04W24/06
Inventor 张迪黄琛灿肖冬
Owner HUAWEI TECH CO LTD
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