Fault Diagnosis of Telecommunications Base Station Equipments Based on Neural Network

This article uses sensor analysis results as the basis for judging the signal status of base station equipments, and combines BP neural network to establish a base station equipment fault diagnosis model. Firstly, the preliminary established diagnostic model is optimized, and then the diagnostic effect of the optimized model is tested, and the test results of the model are analyzed. The analysis results show that the diagnostic model has performed well in the effectiveness test, confirming the feasibility of the diagnostic model in engineering applications.

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Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1145/3712623.3712624
Primary Topic
Advanced Computational Techniques and Applications
Type
article
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article

Fault Diagnosis of Telecommunications Base Station Equipments Based on Neural Network

Wei Liu, Shiliang She
Advanced Computational Techniques and Applications
article

Fault Diagnosis of Telecommunications Base Station Equipments Based on Neural Network

Wei Liu, Shiliang She
article en

Abstract

This article uses sensor analysis results as the basis for judging the signal status of base station equipments, and combines BP neural network to establish a base station equipment fault diagnosis model. Firstly, the preliminary established diagnostic model is optimized, and then the diagnostic effect of the optimized model is tested, and the test results of the model are analyzed. The analysis results show that the diagnostic model has performed well in the effectiveness test, confirming the feasibility of the diagnostic model in engineering applications.

China Mobile (China) (CN), Jiangsu University of Science and Technology (CN)
Openalex Percentile: Top 75%
Advanced Computational Techniques and Applications
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