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Empirical relationship between local scattering function and joint probability density function

机译:局部散射函数与联合概率密度函数之间的经验关系

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The fading process describing the propagation effects caused by scattering between two mobile transceivers shows strong non-stationary properties. For its characterization the local scattering function (LSF) and the instantaneous delay Doppler probability density function (pdf) have been introduced. In this paper, a relation between LSF and the joint pdf is investigated. In previous works, it was conjectured that a proportionality relationship between LSF and pdf might exist, similar to the relationship between the scattering function and the delay Doppler pdf in the wide-sense stationary uncorrelated scattering case. The goal here is to demonstrate this proportionality empirically based on the analysis of channel measurements. Both the LSF and the delay Doppler pdf can be combined in order to create a model for mobile-to-mobile (M2M) channels. The LSF is hereby used to process the measurement data and extract information like the stationarity time. With this information the joint delay Doppler pdf can be used to create a realistic simulation environment of the wireless channel for M2M communication systems.
机译:衰落过程描述了由两个移动收发器之间的散射引起的传播效应,显示出很强的非平稳特性。为了表征,引入了局部散射函数(LSF)和瞬时延迟多普勒概率密度函数(pdf)。本文研究了LSF和联合pdf之间的关系。在以前的工作中,推测可能存在LSF与pdf之间的比例关系,类似于在广义静止不相关散射情况下散射函数与延迟多普勒pdf之间的关系。此处的目的是基于对信道测量的分析,以经验方式证明这种比例性。 LSF和延迟多普勒pdf都可以组合在一起,以创建用于移动到移动(M2M)信道的模型。因此,LSF用于处理测量数据并提取平稳时间之类的信息。利用该信息,联合延迟多普勒pdf可用于为M2M通信系统创建逼真的无线信道仿真环境。

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