Suppr超能文献

LoRaWANSim:一款用于 LoRaWAN 网络的灵活模拟器。

LoRaWANSim: A Flexible Simulator for LoRaWAN Networks.

机构信息

Wilab, CNIT and DEI Department, University of Bologna, Viale Risorgimento 2, 40136 Bologna, Italy.

Centre for Wireless Communications, University of Oulu, Erkki Koiso-Kanttilan katu 3, 90570 Oulu, Finland.

出版信息

Sensors (Basel). 2021 Jan 20;21(3):695. doi: 10.3390/s21030695.

Abstract

Among the low power wide area network communication protocols for large scale Internet of Things, LoRaWAN is considered one of the most promising, owing to its flexibility and energy-saving capabilities. For these reasons, during recent years, the scientific community has invested efforts into assessing the fundamental performance limits and understanding the trade-offs between the parameters and performance of LoRaWAN communication for different application scenarios. However, this task cannot be effectively accomplished utilizing only analytical methods, and precise network simulators are needed. To that end, this paper presents LoRaWANSim, a LoRaWAN simulator implemented in MATLAB, developed to characterize the behavior of LoRaWAN networks, accounting for physical, medium access control and network aspects. In particular, since many simulators described in the literature are deployed for specific research purposes, they are usually oversimplified and hold a number of assumptions affecting the accuracy of their results. In contrast, our simulator has been developed for the sake of completeness and it is oriented towards an accurate representation of the LoRaWAN at the different layers. After a detailed description of the simulator, we report a validation of the simulator itself and we then conclude by presenting some results of its use revealing notable and non-intuitive trade-offs present in LoRaWAN. Assuming the acceptance of the paper, the simulator will be made available via open access to the research community.

摘要

在大规模物联网的低功耗广域网通信协议中,LoRaWAN 被认为是最有前途的协议之一,因为它具有灵活性和节能能力。出于这些原因,近年来,科学界一直在努力评估 LoRaWAN 通信的基本性能限制,并了解不同应用场景下参数和性能之间的权衡。然而,仅使用分析方法无法有效地完成这项任务,需要精确的网络模拟器。为此,本文提出了 LoRaWANSim,这是一个在 MATLAB 中实现的 LoRaWAN 模拟器,用于描述 LoRaWAN 网络的行为,考虑了物理、介质访问控制和网络方面。特别是,由于文献中描述的许多模拟器都是为特定的研究目的而部署的,因此它们通常过于简化,并存在一些假设,影响其结果的准确性。相比之下,我们的模拟器是为了完整性而开发的,它旨在在不同层面对 LoRaWAN 进行准确的表示。在详细描述了模拟器之后,我们报告了对模拟器本身的验证,然后通过展示一些使用它的结果来结束本文,这些结果揭示了 LoRaWAN 中存在的显著和非直观的权衡。假设本文被接受,模拟器将通过开放访问提供给研究界。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/88a5/7864028/0681080ff9d8/sensors-21-00695-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验