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Moment Generating Functions of Generalized Wireless Fading Channels and Applications in Wireless Communication Theory

机译:广义无线衰落信道的时刻生成函数   无线通信理论中的应用

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摘要

In this paper, new exact and approximate moment generating functions (MGF)expression for generalized fading models are derived. Specifically, we considerthe ${\eta}-{\lambda}-{\mu}$, ${\alpha}-{\mu}$, ${\alpha}-{\eta}-{\mu}$,${\alpha}-{\lambda}-{\mu}$, ${\alpha}-{\kappa}-{\mu}$, and${\alpha}-{\lambda}-{\eta}-{\mu}$ generalized fading distributions to deriveapproximate MGF expressions. The new expressions are very accurate and, incontrast to earlier results in the literature, avoid any complicated specialfunctions, e.g. the Meijer-$G$ and Fox $H$-functions. As such, the new MGFexpressions allow easier and more efficient analytical manipulations, whichalso apply for their special cases such as the Rayleigh, Rice, and Nakagami-mfading. As an illustrative application, the average bit error rates for each ofthe fading models are evaluated using the new derived MGF expressions. Theaccuracy of the analytical results by using the numerically computed results asa basis of comparison as well as published results from the literature.
机译:本文推导了用于广义衰落模型的新的精确和近似矩生成函数(MGF)表达式。具体来说,我们考虑$ {\ eta}-{\ lambda}-{\ mu} $,$ {\ alpha}-{\ mu} $,$ {\ alpha}-{\ eta}-{\ mu} $, $ {\ alpha}-{\ lambda}-{\ mu} $,$ {\ alpha}-{\ kappa}-{\ mu} $和$ {\ alpha}-{\ lambda}-{\ eta} -{\ mu} $泛化衰落分布以得出近似的MGF表达式。新的表达式非常准确,并且与文献中的早期结果相反,避免了任何复杂的特殊功能,例如: Meijer- $ G $和Fox $ H $功能。这样,新的MGF表达式允许更轻松,更有效的分析操作,这也适用于它们的特殊情况,例如Rayleigh,Rice和Nakagami-mfading。作为说明性应用,使用新推导的MGF表达式评估每个衰落模型的平均误码率。通过将数值计算结果用作比较的基础,以及文献中发表的结果,分析结果的准确性。

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