{"title":"A Normal Probability Model for Estimating Maximum Throughput of a Transport Link Based on Experimental 4G Base Station Data Analysis","authors":"Ramon Cerna, Manuel Garcia, J. Patino","doi":"10.1109/LATINCOM.2018.8613208","DOIUrl":null,"url":null,"abstract":"With the arrival of radio access technologies, which provide greater data transmission rates for mobile users, the capability of transmission links has also experienced significative growth. This in turn triggers the need to estimate links utilization in order to do proper mobile-operator network planning. This study lays out a mathematical formula, based on the characterization of a 4G base station in a normal distribution, to calculate the maximum throughput of one transmission link which, as we will see, depends on the number of elements and average and peak throughput of the system. Finally, the results of the comparison between the proposed formula and experimental throughput have a mean absolute percent error of 11 % to 4% depending on the number of nodes.","PeriodicalId":332646,"journal":{"name":"2018 IEEE 10th Latin-American Conference on Communications (LATINCOM)","volume":"15 3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 10th Latin-American Conference on Communications (LATINCOM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/LATINCOM.2018.8613208","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
With the arrival of radio access technologies, which provide greater data transmission rates for mobile users, the capability of transmission links has also experienced significative growth. This in turn triggers the need to estimate links utilization in order to do proper mobile-operator network planning. This study lays out a mathematical formula, based on the characterization of a 4G base station in a normal distribution, to calculate the maximum throughput of one transmission link which, as we will see, depends on the number of elements and average and peak throughput of the system. Finally, the results of the comparison between the proposed formula and experimental throughput have a mean absolute percent error of 11 % to 4% depending on the number of nodes.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
