mlsanityData to 14 Oct 2026

System-Level Simulation Framework for NB-IoT: Key Features and Performance Evaluation

arXiv 2407.17691 ↗First posted 25 Jul 2024cs.NI cs.SY eess.SYcited by 1

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Abstract (arXiv)

Narrowband Internet of Things (NB-IoT) is a technology specifically designated by the 3rd Generation Partnership Project (3GPP) to meet the explosive demand for massive machine-type communications (mMTC), and it is evolving to RedCap. Industrial companies have increasingly adopted NB-IoT as the solution for mMTC due to its lightweight design and comprehensive technical specifications released by 3GPP. This paper presents a system-level simulation framework for NB-IoT networks to evaluate their performance. The system-level simulator is structured into four parts: initialization, pre-generation, main simulation loop, and post-processing. Additionally, three essential features are investigated to enhance coverage, support massive connections, and ensure low power consumption, respectively. Simulation results demonstrate that the cumulative distribution function curves of the signal-to-interference-and-noise ratio fully comply with industrial standards. Furthermore, the throughput performance explains how NB-IoT networks realize massive connections at the cost of data rate. This work highlights its practical utility and paves the way for developing NB-IoT networks.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 25 Jul 2024.

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