3G UTRAN Quality Evaluation Based on Neural Network

doi:10.13190/jbupt.200504.41.xuhd

JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM ›› 2005, Vol. 28 ›› Issue (4): 41-44.doi: 10.13190/jbupt.200504.41.xuhd

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3G UTRAN Quality Evaluation Based on Neural Network

XU Haidong1,2,LI Yewen1,JIANG Feng2,SONG Junde2

1Center of Network Management, China Mobile Communication Corporation, Beijing 100032, China; 2School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China

Online:2005-08-28 Published:2005-08-28

Abstract

Abstract:

A set of key performance indicator of UMTS terrestrial radio access network (UTRAN) running quality was presented to evaluate the running quality of 3G UTRAN. Meanwhile, an evaluating model based on BP neural network was proposed to evaluate the 3G UTRAN running quality. The fuzzy evaluating method was used to construct training data. It is resulted by the fuzzy evaluating method, that the model will be able to evaluate the UTRAN running quality very well.

Key words: 3G UMTS terrestrial radio access network quality, BP neural network, evaluation model

CLC Number:

TN915.07

XU Haidong1,2,LI Yewen1,JIANG Feng2,SONG Junde2. 3G UTRAN Quality Evaluation Based on Neural Network[J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2005, 28(4): 41-44.

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3G UTRAN Quality Evaluation Based on Neural Network

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