Using the Principles of Mobile Systems Modeling for LoRaWAN Characteristics Estimation

2022 Systems of Signals Generating and Processing in the Field of on Board Communications Pub Date : 2022-03-15 DOI:10.1109/IEEECONF53456.2022.9744363

Faurdoir Ndimumahoro, M. Stepanov, A. R. Muzata, Tammam Dawood, V. Popov

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引用次数: 4

Abstract

The LoRaWAN technology specification ensures perfect interoperability between IoT devices without the need for complex local implementations. In addition, it enables the deployment of energy efficient long-range networks with low power consumption. Also, the relatively low cost of solutions based on LoRaWAN standard is also very often a determining factor when choosing a technology for organizing a machine-to-machine communication (M2M) network. However, the mathematical modelling of such systems is quite new direction and there are no concrete results in this field yet. In this paper, the mathematical model of LoRaWAN cell is studied. It appeared as a result of the analysis of the information transmission process in cellular mobile networks, optimized for data transmission. Among them, for example, there are CDMA2000 1xEV-DO standard and its 3GPP analogue of HSDPA. This model allows us to take into account such important LoRaWAN feature like ADR mechanism. The article provides formulas for estimating the main characteristics of the model. The performed numerical experiments confirm the possibility of using the considered methods for the analysis and planning of LoRaWAN networks

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基于移动系统建模原理的LoRaWAN特性估计

LoRaWAN技术规范确保了物联网设备之间的完美互操作性，而无需复杂的本地实现。此外，它还可以实现低功耗、高能效的远程网络部署。此外，在选择组织机器对机器通信(M2M)网络的技术时，基于LoRaWAN标准的解决方案的相对低成本也常常是一个决定性因素。然而，这类系统的数学建模是一个比较新的方向，目前还没有具体的研究成果。本文对LoRaWAN小区的数学模型进行了研究。它是对蜂窝移动网络中的信息传输过程进行分析，并针对数据传输进行优化的结果。其中，例如CDMA2000 1xEV-DO标准及其3GPP模拟HSDPA。这个模型允许我们考虑到像ADR机制这样重要的LoRaWAN特性。本文提供了估算模型主要特征的公式。数值实验验证了采用所考虑的方法对LoRaWAN网络进行分析和规划的可能性

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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2022 Systems of Signals Generating and Processing in the Field of on Board Communications

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