Simulink based Modeling and Performance Analysis of NB-IoT Uplink Scheduler

Ahmed M. Abbas, A. Zekry, Khaled Y. Youssef, I. Mahmoud
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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.
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基于Simulink的NB-IoT上行调度建模与性能分析
窄带物联网(NB-IoT)由于其在许多不同方面优于其他物联网网络,成为第五代(5G)网络规范的补充部分。然而,NB-IoT频谱效率与物联网应用类型之间的关系研究还不够。本文基于现行标准对四种不同的NB-IoT数据速率对NB-IoT上行调度器的性能进行了评估,研究了每种调度器的三个性能指标。我们将分析应用于周期性物联网应用的流量。利用Simulink环境的状态流工具箱,支持状态机建模方法,利用其特性对NB-IoT接入网络的上行调度程序进行建模,并为未来的工作提供可扩展的模型功能。经过验证和验证,我们的仿真结果表明,NB-IoT单音数据速率实现了最高的资源利用率,是承载周期性物联网流量的最佳选择。
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