Ahmed M. Abbas, A. Zekry, Khaled Y. Youssef, I. Mahmoud
{"title":"Simulink based Modeling and Performance Analysis of NB-IoT Uplink Scheduler","authors":"Ahmed M. Abbas, A. Zekry, Khaled Y. Youssef, I. Mahmoud","doi":"10.1109/JAC-ECC51597.2020.9355921","DOIUrl":null,"url":null,"abstract":"Narrowband Internet of Things (NB-IoT) became a complement part of the fifth-generation (5G) network’s specifications due to its superiority to the other IoT networks from many different aspects. However, the relation between NB-IoT spectral efficiency and the type of IoT application is not studied enough. This paper evaluates the NB-IoT uplink scheduler’s performance based on the current standard for the four different NB-IoT data rates to study three performance metrics for each one. We apply our analysis to the traffic of periodic IoT applications. The Simulink environment’s State-flow toolbox is exploited, which supports state-machine modeling methodology to benefit from their features to model the NB-IoT access network’s uplink scheduler with a scalable model capability for future works. After verification and validation, our simulation results depict that the NB-IoT single-tone data rate achieves the highest resources utilization, and it is the optimum choice to carry periodic IoT traffic.","PeriodicalId":146890,"journal":{"name":"2020 8th International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 8th International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/JAC-ECC51597.2020.9355921","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
Narrowband Internet of Things (NB-IoT) became a complement part of the fifth-generation (5G) network’s specifications due to its superiority to the other IoT networks from many different aspects. However, the relation between NB-IoT spectral efficiency and the type of IoT application is not studied enough. This paper evaluates the NB-IoT uplink scheduler’s performance based on the current standard for the four different NB-IoT data rates to study three performance metrics for each one. We apply our analysis to the traffic of periodic IoT applications. The Simulink environment’s State-flow toolbox is exploited, which supports state-machine modeling methodology to benefit from their features to model the NB-IoT access network’s uplink scheduler with a scalable model capability for future works. After verification and validation, our simulation results depict that the NB-IoT single-tone data rate achieves the highest resources utilization, and it is the optimum choice to carry periodic IoT traffic.