标题:Probabilistic neural network for reasons of the low quality LTE networks classification
作者:Wang, Xi
通讯作者:Wang, Xi
作者机构:[Wang, Xi ] Wireless Network Optimization Center, China Mobile Communications Group, Fujian Co., Ltd., Fujian; 350000, China
会议名称:2nd International Conference on Big Data Technologies, ICBDT 2019
会议日期:August 28, 2019 - August 30, 2019
来源:ACM International Conference Proceeding Series
出版年:2019
页码:268-271
DOI:10.1145/3358528.3358559
摘要:Normally, network optimization engineers classify the causes of low quality cells according to their own experience. However, artificial classification method is impractical for large amounts of data and is also non-reproducible. Engineers cannot classify the causes of a large number of low network quality cells, and there are 47 classes of causes which can lead to serious inaccuracies classification. The aim of this work is to develop an automated approach based on Probabilistic Neural Network for classifying the causes of the low quality LTE networks. The results show that probabilistic neural network can quickly and accurately classify the causes of low quality cells. It provides effective data support for the improvement of LTE networks quality.
© 2019 Association for Computing Machinery.
收录类别:EI
资源类型:会议论文
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