A general statistical model for fast fading channel simulation

D. Polydorou, C. Capsalis
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Abstract

A new statistical model for fast fading channel simulation for both line of sight (L.O.S.) and no L.O.S. cases, has been developed using the theory of statistics. Considering that there is a finite number of fixed or randomly moving scatterers in the propagation medium, then in proportion to the central limit theorem the received signal is a modified Student's process (eq. 1). Thus the amplitude variations of the recived signal (the channel's impulse response envelope variations), termed as fast fading, can be modelled by the new so called POCA distribution, which can be found by the following analysis.
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快速衰落信道仿真的通用统计模型
利用统计学理论,建立了一种用于有视距和无视距情况下快速衰落信道仿真的统计模型。考虑到传播介质中有有限数量的固定或随机移动的散射体,那么根据中心极限定理,接收到的信号是一个修正的学生过程(eq. 1)。因此,接收信号的幅度变化(信道的脉冲响应包络变化),称为快速衰落,可以通过新的所谓的POCA分布来建模,可以通过以下分析找到。
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