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Analysis of network performance when confirmed traffic is present in Long Range Wide Area Networks (LoRaWANs)

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researchdata.up.ac.za2024-02-16 更新2025-03-25 收录
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https://researchdata.up.ac.za/articles/dataset/Analysis_of_network_performance_when_confirmed_traffic_is_present_in_Long_Range_Wide_Area_Networks_LoRaWANs_/22113050/1
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资源简介:
Quantitative data of figures and graphing scripts from the thesis titled 'Developing a congestion management scheme to reduce the impact of congestion in mixed traffic LoRaWANs'. The files contain the processed output of simulations conducted with a modified version of the ns-3 plugin lorawan. Processed simulation output was Pandas dataframes stored in text files.  Software used: ns-3 (version 3.30), Jupyter notebooks, Python with packages sem, pandas, seaborn, modified version of lorawan module from signetlabdei. Python scripts refer to Std and Ex, std refers to the standard LoRaWAN module and Ex refers to the Extended version of the module with the algorithms presented in the thesis. Text files contain a legend at the top of all of the fields present in the dataframe.

该数据集包含题为《开发一种混合交通 LoRaWANs 的拥塞管理方案以减少拥塞影响》的论文中的定量数据以及绘图脚本。文件中存储了使用修改后的 ns-3 插件 lorawan 进行的模拟处理输出。处理后的模拟输出以 Pandas 数据框的形式保存在文本文件中。 所使用软件:ns-3(版本 3.30)、Jupyter 笔记本、Python(包含 sem、pandas、seaborn 和 signetlabdei 修改版的 lorawan 模块)。Python 脚本分别指 Std 和 Ex,其中 Std 指标准 LoRaWAN 模块,而 Ex 指论文中提出的算法的扩展版本。文本文件顶部包含所有数据框字段的图例。
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