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The Research Of Fine Services Planning In China Mobile Xinjiang Branch

Posted on:2015-09-06Degree:MasterType:Thesis
Country:ChinaCandidate:X Q RenFull Text:PDF
GTID:2309330431491705Subject:Electronic and communication engineering
Abstract/Summary:PDF Full Text Request
Xinjiang’s mobile communication industry now is in the pivotal period of thesteady decline of2G, rapid development of3G and commercial starting of LTE. Onthe one hand, the scale of users and volume of services are increasing quickly. On theother hand, the demands of users to mobile communication in industry’s servicestypes are constantly strengthened. The reasonability of services requirements planningcan ensure the services requirements of future mobile communication market, makescientific, data-supporting guidance and advice for the services development, networkplanning and construction of mobile company.Recently, qualitative method have been mainly used in the domestic servicesplanning to perform artificial estimate analysis to infer the development situation ofmobile services, which resulted in weak convincing because of lacking datasupporting, could not meet the current requirements of sophisticated servicesplanning.This paper analyzes the current situation of Xinjiang mobile services, whenfacing the different services, using the corresponding different forecasting methods,For the first time a top-down&bottom-up methods and the method of networkservices were used for forecasting, comparing and verifying the prediction results ofoperating income, the number of users, charging time and data flow.In the process ofprediction, in view of the too much data dimension inputting, and the correlationbetween data is weak, performing the data pre-processing. Data preprocessing mainwork is including correlation analysis, K-L information method, granger causality test,principal component analysis,and cluster analysis these quantitative analysis methods.Based on the prediction method of the multiple linear regression model, establishingthe forecasting model to predict the future three years’ services data in a given area.Finally, this paper takes a municipal area data experiments for validating by the prediction of operating income, the number of users, charging time and data flow,obtaining the development requirements of the future three years’ operating income,the number of users, charging time and data flow, guiding the mobile communicationservices planning contents and methods in the next three years for the region.Furthermore, through the prediction of the overall Xinjiang’s mobile servicesplanning, guiding the planning content of future mobile communication mobileservices.The working achievement in some district corporation’s planning experimentthis paper completing, the forecasting results of operating income, the number ofusers, charging time and data flow in the mobile corporation’s report shows, wonsufficient recognition by Xinjiang mobile corporation, making the necessarypreparation and experience accumulation for the next step of the whole Xinjiangservices and network planning.
Keywords/Search Tags:Services Indicators Prediction, Correlation Analysis, K-L InformationMethod, Granger Causality Test, Principal Component Analysis, Cluster Analysis
PDF Full Text Request
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