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Data Mining in Mobile Network Optimization

Author: GuYaChao
Tutor: YangBenSheng；HeChangHai
School: Hebei University of Engineering
Course: Computer technology
Keywords: Data Mining A mobile communication network Network optimization DT
CLC: TN929.5
Type: Master's thesis
Year: 2011
Downloads: 110
Quote: 0
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Abstract


The data mining technology is application-oriented , it can not only analyze the processing of vast amounts of data , and can be found in the data between each other's internal relations , thereby enabling rapid transfer . Mobile network optimization is to optimize existing network resources to improve the quality of the network in a certain level , the effective use of network resources , continue towards the ultimate goal of network planning , it is a task of large , complicated process huge system works. In this paper, the discussion network optimization technology and data mining algorithm based on how data mining techniques applied to network optimization system . The paper first discusses the status and development of the mobile network optimization , and network optimization road measured ( Driver Test DT) test methods and processes , and then discuss the various algorithms and practical application in the form of data mining techniques , and finally they combined , to discuss how data mining technology application to the optimization of the mobile network , and according to customer demand for intelligent network optimization DT system , to discuss how to achieve the data mining capabilities of mobile network optimization DT system . DT system of data mining techniques specific algorithm design , and the final results of the application is the focus of the entire DT system design . , DT system is an important part of the entire mobile network optimization , analysis of data mining techniques in network optimization is not only representative , and guiding role in the application of data mining techniques in the other part of the network optimization . Meanwhile, data mining techniques applied to the various components of the mobile network optimization , it is an important development in the entire mobile network optimization process . Data mining techniques applied to the field of mobile network optimization , not only broke the previous passive complex statistical situation , but also improve the quality of network communication , scientific computing and forecasting to optimize mobile networks , maintenance and management to the operation of the network 's production department and the marketing management department to provide strong support for decision-making , good benefits for the operators .

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