{"title":"基于用户行为分析和随机几何的未来网络部署策略","authors":"Weicheng Liao, Jun Gu, Xinyu Gu, Di Wu, Cong Guo","doi":"10.1109/ICNIDC.2016.7974535","DOIUrl":null,"url":null,"abstract":"In the future Ultra Dense Network (UDN), deploying new small cells within macro cells is a solution to improve the User Data Rate (UDR). How and where to deploy the small cells are the questions network operator is facing. The paper presents strategies based on stochastic geometry and user behavior analysis to solve the problems separately. A smartphone dataset that reflects real-time network conditions is analyzed, based on which a process is conducted and results are demonstrated to give advice for network suppliers.","PeriodicalId":439987,"journal":{"name":"2016 IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Future network deployment strategy based on user behavior analysis and stochastic geometry\",\"authors\":\"Weicheng Liao, Jun Gu, Xinyu Gu, Di Wu, Cong Guo\",\"doi\":\"10.1109/ICNIDC.2016.7974535\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the future Ultra Dense Network (UDN), deploying new small cells within macro cells is a solution to improve the User Data Rate (UDR). How and where to deploy the small cells are the questions network operator is facing. The paper presents strategies based on stochastic geometry and user behavior analysis to solve the problems separately. A smartphone dataset that reflects real-time network conditions is analyzed, based on which a process is conducted and results are demonstrated to give advice for network suppliers.\",\"PeriodicalId\":439987,\"journal\":{\"name\":\"2016 IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC)\",\"volume\":\"53 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICNIDC.2016.7974535\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNIDC.2016.7974535","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Future network deployment strategy based on user behavior analysis and stochastic geometry
In the future Ultra Dense Network (UDN), deploying new small cells within macro cells is a solution to improve the User Data Rate (UDR). How and where to deploy the small cells are the questions network operator is facing. The paper presents strategies based on stochastic geometry and user behavior analysis to solve the problems separately. A smartphone dataset that reflects real-time network conditions is analyzed, based on which a process is conducted and results are demonstrated to give advice for network suppliers.
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