Wireless parameter optimization processing method, device and server

A technology of wireless parameters and processing methods, applied in the field of communication, can solve the problems of low accuracy, long time, low efficiency, etc., and achieve the effect of high accuracy and fast optimization of wireless parameters

Active Publication Date: 2022-06-03
CHINA UNITED NETWORK COMM GRP CO LTD
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Problems solved by technology

[0004] Embodiments of the present invention provide a wireless parameter optimization processing method, device, and server to overcome the problems of long time consumption, low efficiency, and low accuracy in the manual method in the prior art

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  • Wireless parameter optimization processing method, device and server
  • Wireless parameter optimization processing method, device and server
  • Wireless parameter optimization processing method, device and server

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Embodiment Construction

[0043] In order to make the purposes, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments These are some embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0044]At present, in the mobile communication network, the optimization and adjustment of wireless parameters mainly rely on traffic statistics data and roadside test data. Experts can analyze these data to find the wireless parameters that can be optimized. However, manual processing by experts is time-consuming and expensive. Inef...

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Abstract

An embodiment of the present invention provides a wireless parameter optimization processing method, device, and server. The method includes: selecting a preset key performance indicator of a wireless network from the key performance indicators of the wireless network related to wireless parameter adjustment as the first label, selecting multiple An important wireless network key performance index is set as the first eigenvector; then by modifying the wireless parameters, collect the first eigenvector and the first label corresponding to each modified wireless parameter to form multiple training data sets; through multiple training Perform model training on the data to obtain multiple trained prediction models; use multiple prediction models to predict the data sets of the mobile communication network to be debugged, and obtain multiple prediction results. The optimization and tuning of the wireless parameters of the mobile communication network can achieve the technical effect of fast, efficient and high-accuracy wireless parameter optimization.

Description

technical field [0001] Embodiments of the present invention relate to the field of communication technologies, and in particular, to a wireless parameter optimization processing method, device, and server. Background technique [0002] The wireless parameters in the mobile communication network refer to the parameters related to wireless equipment and wireless resources. These wireless parameters have an intuitive and important impact on the cell coverage, the distribution of signaling traffic, and the service performance of the network in the network. An important part of network optimization for mobile communication networks. The wireless parameter optimization in the mobile communication network refers to improving the communication quality by adjusting the local or global wireless parameters in the network according to the actual channel characteristics, traffic characteristics and signaling traffic carrying conditions of the running network system. Average service perf...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04W24/02G06K9/62G06N3/04
CPCH04W24/02G06N3/045G06F18/214Y02D30/70
Inventor 王立群蔡凯狄子翔李曌星张旭栋赵军肖瑞孟庆军
Owner CHINA UNITED NETWORK COMM GRP CO LTD
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