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首页> 外文期刊>Mathematical Theory and Modeling >Hata-Okumura Model Computer Analysis for Path Loss Determination at 900MHz for Maiduguri, Nigeria
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Hata-Okumura Model Computer Analysis for Path Loss Determination at 900MHz for Maiduguri, Nigeria

机译:尼日利亚Maiduguri的Hata-Okumura模型计算机分析,用于确定900MHz的路径损耗

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摘要

Empirical propagation models are used extensively for coverage prediction during the design and planning of wireless networks. Some of the most widely used empirical models include the COST 231 Hata Model (COST 231 1999, Saunders 2000, COST 231 revision 2), COST 231-Walfisch-Ikegami Model (COST 231 1999), etc. These models, however, are not universally applicable due differences in terrain clutter. Thus, when planning a wireless communication network it is necessary to determine radio propagation characteristics optimal to the terrain in question. In this paper, the applicability of the COST 231 Hata Model to the metropolis of Maiduguri, Nigeria, is tested by computing variations between the COST 231 Hata predictions and predictions based on the Least Squares function, being the best fit curve through measured data points. This was achieved with the help of a software system comprising of Visual Basic as Front End and Microsoft Excel as Back End. The Root Mean Square Error (RMSE) was found to be 5.33dB, which is acceptable, the acceptable maximum being 6dB. Further statistical proof testifies to the acceptability of the COST 231 Hata Model for path loss prediction across the metropolis of Maiduguri, Nigeria.
机译:在无线网络的设计和规划过程中,经验传播模型被广泛用于覆盖范围预测。一些使用最广泛的经验模型包括COST 231 Hata模型(COST 231 1999,Saunders 2000,COST 231修订版2),COST 231-Walfisch-Ikegami模型(COST 231 1999)等。但是,这些模型不是普遍适用的地形杂波差异。因此,在规划无线通信网络时,有必要确定最适合所讨论地形的无线电传播特性。本文通过计算COST 231 Hata预测与基于最小二乘函数的预测之间的差异来测试COST 231 Hata模型在尼日利亚大都会的适用性,这是通过实测数据点得出的最佳拟合曲线。这是在一个软件系统的帮助下实现的,该软件系统包括Visual Basic(前端)和Microsoft Excel(后端)。发现均方根误差(RMSE)为5.33dB,这是可以接受的,可接受的最大值为6dB。进一步的统计证明证明了COST 231 Hata模型在尼日利亚Maiduguri大都会的路径损耗预测中的可接受性。

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