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OFDM Channel Estimation Using Vandermonde Matrix and Frequency Domain Correlation

机译:使用Vandermonde矩阵和频域相关性的OFDM信道估计

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In wireless communication systems, it is important to have estimates of the channel in order to achieve high data rates and deliver services with the quality expected by the users. There are several channel estimation techniques used in OFDM systems, some of them based on training sequences and others on blind estimation techniques. In this paper we introduce a data aided channel estimation technique using the Vandermonde Matrix (VM)for the estimation and an interpolation through Frequency Domain Correlation (FDC). This results in a less complex method than LS or MMSE. Mean squared error (MSE)is shown for both techniques (VM and FDC)as a performance measure and it is compared to LS and MMSE. MSE performance is shown for the proposed method to be better than that of the LS and to be practically the same as the MMSE performance for low SNR values.
机译:在无线通信系统中,重要的是要对信道进行估计,以实现高数据速率并以用户期望的质量提供服务。 OFDM系统中使用了几种信道估计技术,其中一些基于训练序列,而另一些则基于盲估计技术。在本文中,我们介绍了一种使用范德蒙矩阵(VM)进行估计的数据辅助信道估计技术,以及通过频域相关(FDC)进行插值的技术。这导致方法比LS或MMSE复杂。显示了两种技术(VM和FDC)的均方误差(MSE)作为性能指标,并将其与LS和MMSE进行了比较。对于所提出的方法,MSE性能显示出比LS更好,并且与低SNR值的MMSE性能实际上相同。

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