{"title":"基于无线通信密度的5G网络基站动态定位","authors":"Ruoyan Wei, Junfeng Wang, Yasu Jin, Siyuan Huo","doi":"10.1109/ISCTT51595.2020.00038","DOIUrl":null,"url":null,"abstract":"In order to improve the efficiency of 5G Network communication, a method of dynamic spotting setting for base station based on communication demand density is proposed. First, we grid the area and count the demands of each grid. Second, these areas form a scatter plot of regional demand density, and then remove the scatter points in the sparse demand area. Third, we homogenize filtered distribution points. Fourth, we use SOM to perceive regional needs. Finally, a series of experiments were conducted, and the results are great.","PeriodicalId":178054,"journal":{"name":"2020 5th International Conference on Information Science, Computer Technology and Transportation (ISCTT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dynamic Location of Base Station Based on Wireless Communication Density for 5G Network\",\"authors\":\"Ruoyan Wei, Junfeng Wang, Yasu Jin, Siyuan Huo\",\"doi\":\"10.1109/ISCTT51595.2020.00038\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to improve the efficiency of 5G Network communication, a method of dynamic spotting setting for base station based on communication demand density is proposed. First, we grid the area and count the demands of each grid. Second, these areas form a scatter plot of regional demand density, and then remove the scatter points in the sparse demand area. Third, we homogenize filtered distribution points. Fourth, we use SOM to perceive regional needs. Finally, a series of experiments were conducted, and the results are great.\",\"PeriodicalId\":178054,\"journal\":{\"name\":\"2020 5th International Conference on Information Science, Computer Technology and Transportation (ISCTT)\",\"volume\":\"35 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 5th International Conference on Information Science, Computer Technology and Transportation (ISCTT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCTT51595.2020.00038\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 5th International Conference on Information Science, Computer Technology and Transportation (ISCTT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCTT51595.2020.00038","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Dynamic Location of Base Station Based on Wireless Communication Density for 5G Network
In order to improve the efficiency of 5G Network communication, a method of dynamic spotting setting for base station based on communication demand density is proposed. First, we grid the area and count the demands of each grid. Second, these areas form a scatter plot of regional demand density, and then remove the scatter points in the sparse demand area. Third, we homogenize filtered distribution points. Fourth, we use SOM to perceive regional needs. Finally, a series of experiments were conducted, and the results are great.