Massive RF Simulation Applied to School Connectivity in Malawi

E. Pietrosemoli, Marco Rainone, M. Zennaro, C. Mikeka
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Abstract

Providing Internet connectivity to schools has been identified as paramount for development, for instance in the Giga project, cosponsored by ITU and UNICEF, with the goal of connecting every school to the Internet by 2030. For a country wide deployment, it is imperative to perform a thorough planning of the whole installation, using radio frequency (RF) propagation models. While statistical models based on empirical RF propagation data gathered in different scenarios can be employed, for point to point links at microwave frequencies the existence of a clear line of sight (LOS) is normally a prerequisite. The Irregular terrain model which makes use of digital elevation maps (DEM) has proved quite effective for simulating point to point links, but its application to a great number of links becomes time consuming, so we have developed an automated framework to perform this task. As a case study we have applied this framework in the planning of a project mired at providing connectivity to primary and secondary schools all over the country of Malawi.
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大规模射频模拟应用于马拉维的学校连接
为学校提供互联网连接已被确定为发展的头等大事,例如由国际电联和联合国儿童基金会共同发起的千兆项目,其目标是到2030年将所有学校连接到互联网。为了在全国范围内部署,必须使用射频(RF)传播模型对整个安装进行彻底的规划。虽然可以采用基于在不同情况下收集的经验射频传播数据的统计模型,但对于微波频率的点对点链路,通常需要有清晰的视线(LOS)。利用数字高程图(DEM)的不规则地形模型对点对点链路的模拟是非常有效的,但将其应用于大量链路会耗费大量时间,因此我们开发了一个自动化框架来执行这项任务。作为一个案例研究,我们将这一框架应用于规划一个项目,该项目旨在为马拉维全国的中小学提供网络连接。
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