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Frequency-Agile Pathloss Models for Urban Street Canyons

机译:城市街道峡谷的频率捷变路径损耗模型

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Frequency-agile pathloss models for urban street canyons are discussed in this paper. The models are floating intercept (FI), fixed reference (FR), and ITU-R M.2135 urban microcellular (UMi) line-of-sight (LOS) and Manhattan-grid non-LOS (NLOS) models. These models are parameterized based on channel sounding campaigns in three cities covering radio frequencies ranging from 0.8 to 60 GHz. Fitting the models with measured pathloss reveals that the models are usable to cover the considered frequency range. The FI and FR models are equally simple and robust, with a slight advantage of the FI model in accuracy because of the larger number of model parameters. The original M.2135 LOS model is based on a two-ray model that includes a break point (BP). The model is extended for a better fit with measurements by including new model parameters such as a pathloss offset and a BP scaling factor that represent local scattering conditions of surrounding environments. The new model parameters are found frequency dependent in many cases. The original M.2135 model is furthermore simplified in NLOS scenarios while maintaining the model accuracy. The model parameters are derived using maximum likelihood estimation, which also showed that the modified M.2135 model offers up to 50% better accuracy compared to the FI and FR models in terms of the employed log-likelihood function (LLF). The improvement in accuracy is particularly remarkable in NLOS scenarios. A full set of parameters is provided for the models, allowing a choice for any given requirements on accuracy and complexity. Finally, applicability of the proposed models to other street canyons is discussed using independent pathloss measurements.
机译:本文讨论了城市街道峡谷的频率捷变路径损耗模型。这些模型是浮动拦截(FI),固定参考(FR)和ITU-R M.2135城市微蜂窝(UMi)视线(LOS)和Manhattan-grid非LOS(NLOS)模型。这些模型基于三个城市的覆盖范围从0.8到60 GHz的无线电频率的信道探测活动进行了参数化。将模型与测得的路径损耗进行拟合可以发现,这些模型可用于覆盖所考虑的频率范围。 FI和FR模型既简单又健壮,由于模型参数数量较多,因此FI模型在准确性方面略有优势。原始的M.2135 LOS模型基于包含断点(BP)的两射线模型。通过包括代表周围环境局部散射条件的新模型参数(例如路径损耗偏移和BP比例因子),扩展了模型以使其更适合测量。在许多情况下,发现新模型参数与频率有关。原始的M.2135模型在NLOS场景中得到了进一步简化,同时保持了模型的准确性。使用最大似然估计来推导模型参数,这也表明,相对于FI和FR模型,就采用的对数似然函数(LLF)而言,改进的M.2135模型提供了高达50%的更高精度。在NLOS方案中,准确性的提高尤其显着。为模型提供了完整的参数集,可以选择任何给定的精度和复杂性要求。最后,使用独立的路径损耗测量值讨论了所提模型对其他街道峡谷的适用性。

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