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Load balancing optimization method and device and computer readable storage medium

A technology of load balancing and optimization method, which is applied in the direction of network traffic/resource management, electrical components, wireless communication, etc., and can solve problems such as difficulty in guaranteeing user QoS, heavy workload of parameter optimization and adjustment, and exacerbated difficulty of parameter optimization, etc., to achieve guarantee The effect of business experience, impact reduction, and reasonable parameters

Pending Publication Date: 2022-03-29
CHINA MOBILE COMM LTD RES INST +1
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  • Description
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AI Technical Summary

Problems solved by technology

If the load balancing function cannot be used to balance the load among different carriers, the cell load on one or several carriers may be high, making it difficult to guarantee the user's QoS
[0003] In the current network, due to the many and scattered frequency bands in the 4G network, the workload of adjacent cell configuration is relatively large; secondly, there are many parameters that affect the effect of load balancing, and the workload of parameter optimization and adjustment is large and there are many factors to be considered; finally, due to different The load balancing parameters of the community are ever-changing, which intensifies the difficulty of parameter optimization

Method used

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  • Load balancing optimization method and device and computer readable storage medium
  • Load balancing optimization method and device and computer readable storage medium
  • Load balancing optimization method and device and computer readable storage medium

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Embodiment Construction

[0067] The present invention will be described below in conjunction with the accompanying drawings and embodiments.

[0068] It can be seen that due to the large and scattered frequency bands in the 4G network, including TDD's F-band, D-band, E-band, A-band (3G re-cultivation) and FDD 900, 1800M, and each frequency band has more than one 4G carrier, making the 4G network There are more than 10 carriers in the network, and the workload of adjacent cell configuration is relatively large;

[0069] Secondly, there are many parameters that affect the effect of load balancing, including idle state reselection parameters, connected state switching parameters, and LB / MLB parameters, a total of more than 20 parameters, and there are corresponding constraints and linkage relationships between parameters (such as The MLB function adjusts CIO, that is, switching parameters, which will have an impact on the switching KPI (such as premature or too late switching), so the adjustment range of C...

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Abstract

The embodiment of the invention provides a load balancing optimization method and device and a computer readable storage medium, and the method comprises the steps that network equipment carries out the load balancing optimization on the basis of network state parameters according to an artificial intelligence algorithm of reinforcement learning, and obtaining the adjusted values of all the parameters of each current cell and evaluating or feeding back the influence on the network when the adjusted parameters act on the network.

Description

technical field [0001] The present invention relates to the technical field of mobile communication, in particular to a load balancing optimization method, device and computer-readable storage medium. Background technique [0002] With the popularization of 4G terminals, the number of users of 4G network gradually increases, and the network load increases accordingly. If the load balancing function cannot be used to balance the load among different carriers, the cell load on one or several carriers may be high, making it difficult to guarantee the user's QoS. [0003] In the current network, due to the many and scattered frequency bands in the 4G network, the workload of adjacent cell configuration is relatively large; secondly, there are many parameters that affect the effect of load balancing, and the workload of parameter optimization and adjustment is large and there are many factors to be considered; finally, due to different The load balancing parameters of the commun...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04W28/08
CPCH04W28/082
Inventor 徐芙蓉刘磊吕喆周岩贾民丽李光宇
Owner CHINA MOBILE COMM LTD RES INST
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