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Correlated Shadow-Fading in Wireless Networks and its Effect on Call Dropping

机译:无线网络中的相关阴影衰落及其对呼叫滴的影响

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We descuss a statistical model to generate correlated shadow-fading ptterns for wireless systems in the absence of detailed propagation and landscape information. The currently available autocorrelation models result in anomalous effects that depend on trafic density and mobility, as they propose independent random processesfor each mobile. Our aproach involves generating a pre-computed fading map iwht the right marginal distri-butios and spatial correlatis, which avoids inconsistencies such as providing widey differing values for mobiles close to each other. The ocrrelations are introduced via a aussian random field, which has a covariance structure that depends on a set of parameters whic can be computedfrom local measurements. The model is efficiently implemented using standard linear-algebra methods.
机译:我们解除统计模型,以在没有详细传播和景观信息的情况下为无线系统产生相关的阴影衰落的Pterns。当前可用的自相关模型导致异常效果,这取决于TRAFIC密度和移动性,因为它们提出了独立的随机过程,为每个移动设备。我们的Aproach涉及生成预先计算的衰落地图IWHT右边缘分布 - 谨慎和空间相关性,这避免了不一致的诸如为彼此靠近的移动设备提供广泛的不同价值。通过澳大利亚随机字段引入OCRErelations,其具有相辅性结构,该协方差结构取决于一组参数,可以从局部测量计算。使用标准的线性代数方法有效地实现该模型。

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