超宽带信道自由度的估计

Rachid Saadane, D. Aboutajdine, A. Hayar, R. Knopp
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引用次数: 4

摘要

在移动无线信道中遇到的多径传播效应提供了额外的自由度[Ganesan等人,2000],可以通过适当的信令和接收来利用。在这项工作中,基于在Eurecom进行的一组测量,我们考虑了一种分析超宽带(UWB)室内无线电传播信道的新方法,通过执行特征分解,并使用Akaike信息准则(AIC)和最小描述长度(MDL)观察显著特征值数量随信道带宽的比例。这些准则用于估计超宽带在室内环境下的自由度(DoF)数。我们在视线(LOS)和非视线(NLOS)两种情况下评估了我们的方法。基于AIC和MDL准则,我们发现这个数字很大;这对接收机的设计有重要的影响。我们还表明,与文献中公认的观点相反,自由度(DoF)的数量并不随着信道带宽线性增加。因此,UWB信道熵的估计结果证实,DoF的数量随着信道带宽的增加呈亚线性增长。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimation of Ultra Wide Band Channel Degrees of Freedom
Multipath propagation effects encountered in mobile wireless channels provide additional degrees of freedom [Ganesan et al., 2000] that can be exploited via appropriate signaling and reception. In this work, based on a set of measurements conducted at Eurecom, we consider a novel approach of analyzing an Ultra Wide Band (UWB) indoor radio propagation channel by performing an eigen-decomposition and observing the scaling of the number of significant eigenvalues with the channel bandwidth by using the Akaike information criterion (AIC) and Minimum Description Length (MDL). These criterion are applied to estimate the number of degrees of freedom (DoF) of an UWB in an indoor environment. We evaluate our approach under both scenarios, line-of-sight (LOS) and non-line-of-sight (NLOS). Based on AIC and the MDL criterion, we find that this number is large; this has important consequences on the receiver design. We show also, that in opposition to the accepted idea in the literature, the number of Degrees of Freedom (DoF) does not increase linearly with the channel bandwidth. Hence, the results of the estimation of UWB channel entropy confirm that the number of DoF increases sub-linearly with the channel bandwidth.
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