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Prediction method and device for cell failure warning

A fault alarm and fault technology, applied in digital transmission systems, data exchange networks, electrical components, etc., can solve problems such as inability to predict cell alarms

Active Publication Date: 2019-01-04
CHINA MOBILE GRP GUANGDONG CO LTD +2
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The technical problem to be solved by the present invention is how to solve the problem that the existing processing of cell alarms belongs to after-the-fact processing, and it is impossible to predict the cell alarms in advance, so as to perform troubleshooting before the user perceives the fault

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  • Prediction method and device for cell failure warning
  • Prediction method and device for cell failure warning
  • Prediction method and device for cell failure warning

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Embodiment Construction

[0051] In order to make the purpose, 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 in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0052] figure 1It is a schematic flowchart of the method for predicting a cell failure alarm provided by this embodiment. see figure 1 , the method includes:

[0053] 101: Obtain multiple performance indicators related to the target cell, and perform preprocessing on the multiple performance indicators to obtain target input parameters;

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Abstract

The embodiments of the present invention disclose a prediction method and device for cell failure warning. The method includes the following steps that: a plurality of performance indicators related to a target cell are acquired, the plurality of performance indicators are pre-processed, so that target input parameters are obtained; and with the target input parameters adopted as the input parameters of a preset model, the preset model is adopted to predict whether a target fault that affects the network connection service of the target cell exists. According to the method, the trained presetmodel is adopted to abstract the connotations of the performance indicators so as to obtain data features of the generation of a warning by means of fitting, wherein the warning indicates that the network connection service of the target cell is affected, and therefore, whether the warning which indicates that the network connection service of the target cell is affected is generated can be predicted according to the performance indicators; and troubleshooting can be performed on the network of the target cell according to the prediction result of the preset model before the warning which indicates that the network connection service of the target cell is affected is generated, and a fault corresponding to the warning can be eliminated before a user perceives the fault.

Description

technical field [0001] The invention relates to the technical field of machine learning, in particular to a prediction method and device for cell failure alarm. Background technique [0002] When the communication equipment belonging to a certain community is abnormal, an alarm will appear, and the relevant staff will manually intervene to eliminate the alarm according to the importance of the alarm, thereby restoring the normal working state of the community. For example, when there is an alarm of the user plane bearer link, the possible reasons include: no peer route is configured for the user plane bearer; the hardware failure of the single board where the user plane bearer is located; the underlying link of the user plane bearer link is faulty; the certificate is invalid; If the filtering function is enabled in this section, the detection of the bearer link on the user plane fails; if the configuration of the network or the peer device is incomplete, the detection of the...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/24H04L12/26
CPCH04L41/06H04L41/147H04L43/08
Inventor 陈景航冯沛延杨庭勋赵明伟吕亚男班颖梁耀坚萧楚豪李国博龙涛黄立伟
Owner CHINA MOBILE GRP GUANGDONG CO LTD
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