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Short-Term Fading Behavior in High-Speed Railway Cutting Scenario: Measurements, Analysis, and Statistical Models

机译:高速铁路切割场景中的短期衰落行为:测量,分析和统计模型

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Cuttings are widely used in high-speed railway (HSR) transportation to ensure the flatness of rails. The special structure of cuttings results in rich reflection and scattering, and creates dense multipath components. This paper presents a series of measurements of the propagation channel at 930 MHz conducted along the “Zhengzhou-Xi'an” HSR of China, to characterize the small-scale fading behavior of rail-cutting scenarios as a function of the geometry of cuttings, including crown width and bottom width. Raw data are collected in six cuttings (five cuttings are used for developing the model, while the other one is used for validation) in rural and suburban environments. We propose a set of effective methods to statistically model the spatial/temporal variations – including fade depth (FD), level crossing rate (LCR), average fade duration (AFD), and Ricean ${K}$-factor – as a function of the structural parameters of cuttings. Akaike's Information Criterion (AIC)-based evaluation indicates that the Ricean distribution is the best to describe small-scale fading. In addition, the rich multipath and directionality of the transmitting antennas lead to a non-monotonous dependence of the ${K}$-factor on the distance between transmitter and receiver. The autocovariance function of the deviation of the extracted ${K}$ -factors from the proposed model is presented and the coherence length is investigated. Our results show that even though a cutting is a scenario with severe fading, a “wide” cutting (i.e., with both wide crown and bottom widths) is conducive to the reduction of the severity of fading.
机译:切屑广泛用于高速铁路(HSR)运输中,以确保轨道的平整度。碎屑的特殊结构导致丰富的反射和散射,并产生密集的多径分量。本文介绍了沿中国“郑州-西安”高铁进行的930 MHz传播信道的一系列测量,以表征铁路切割情景随切割几何形状而发生的小规模衰落行为,包括冠宽和底宽。在农村和郊区环境中,在六个岩屑中收集了原始数据(五个岩屑用于开发模型,而另一个用于验证)。我们提出了一套有效的方法来对空间/时间变化进行统计建模-包括衰落深度(FD),电平交叉速率(LCR),平均衰落持续时间(AFD)和Ricean <公式公式类型=“ inline”> $ {K} $ 因子–与切屑的结构参数有关。基于Akaike的信息标准(AIC)的评估表明,Ricean分布是描述小规模衰落的最佳方法。另外,发射天线丰富的多径和方向性导致 $ {K} $ 的非单调依赖。发射机和接收机之间的距离的因素。提出了从拟议模型中提取的<公式公式类型=“ inline”> $ {K} $ -因子的偏差的自协方差函数,并给出了相干长度被调查。我们的结果表明,即使切割是发生严重褪色的情况,“宽”切割(即冠和底宽度都宽)也有助于降低褪色的严重性。

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