On the κ-μ/gamma composite distribution: A generalized multipath/shadowing fading model

P. Sofotasios, S. Freear
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引用次数: 63

Abstract

This work is devoted to the formulation and derivation of the κ-μ/gamma distribution which corresponds to A physical fading model. This distribution is composite and is based on the well known κ-μ generalized multipath model and the gamma shadowing model. A special case of the derived model constitutes the κ-μ Extreme/gamma model which accounts for severe multipath and shadowing effects. These models provide accurate characterisation of the simultaneous occurrence of multipath fading and shadowing effects. This is achieved thanks to the remarkable flexibility of their named parameters which render them capable of providing good fittings to experimental data associated with realistic communication scenarios. This is additionally justified by the fact that they include as special cases the widely known composite fading models such as Rice/gamma, Nakagami-m/gamma and Rayleigh/gamma. Novel analytic expressions are derived for the envelope and power probability density function of these distributions which are expressed in a relatively simple algebraic form which is convenient to handle both analytically and numerically. As a result, they can be meaningfully utilized in the derivation of numerous vital measures in investigations related to the analytic performance evaluation of digital communications over composite multipath/shadowing fading channels.
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κ-μ/ γ复合分布:一种广义多径/阴影衰落模型
本文研究了对应于物理衰落模型的κ-μ/ γ分布的公式和推导。这种分布是复合的,基于众所周知的κ-μ广义多径模型和伽马阴影模型。衍生模型的一个特殊情况是κ-μ Extreme/gamma模型,该模型考虑了严重的多径和阴影效应。这些模型提供了多径衰落和阴影效应同时发生的准确特征。这要归功于其命名参数的显著灵活性,这使得它们能够提供与现实通信场景相关的实验数据的良好匹配。此外,它们还包括了众所周知的复合衰落模型,如Rice/gamma、Nakagami-m/gamma和Rayleigh/gamma,这一事实也证明了这一点。对这些分布的包络函数和幂概率密度函数导出了新的解析表达式,并以一种相对简单的代数形式表示,便于解析和数值处理。因此,在与复合多径/阴影衰落信道上数字通信的分析性能评估相关的调查中,它们可以被有意义地用于推导许多重要措施。
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