正交编码MIMO-OFDM系统的闭式盲信道估计:一种算法及唯一性研究

Nima Sarmadi, M. Pesavento, A. Gershman
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引用次数: 5

摘要

针对多输入多输出正交频分复用(MIMO-OFDM)系统,提出了一种新的盲信道估计器。基于底层正交空时分组码(OSTBC)的特性,设计了一种新的子空间模型。所提出的技术包括一种封闭形式的方法,其中信道是从接收数据的扩展样本协方差矩阵的主特征向量估计的。它能够利用信道的有限延迟扩展假设,在时间域中而不是在频域中估计较少数量的信道参数。所有子载波的相干处理不仅产生了相当大的降噪和提高估计精度,而且保证了信道估计在某些条件下的唯一性,并大大降低了计算复杂度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Closed-form blind channel estimation for orthogonally coded MIMO-OFDM systems: An algorithm and uniqueness study
In this paper, a new blind channel estimator for multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) systems is proposed. Based on the properties of the underlying orthogonal space-time block code (OSTBC), a novel subspace model is devised. The proposed technique consists in a closed-form approach in which the channels are estimated from the principal eigenvector of an extended sample covariance matrix of the received data. It is capable to take advantage of the finite delay spread assumption of the channel to estimate a lower number of channel parameters in the time rather than in the frequency domain. The coherent processing across all the subcarriers not only yields a considerable noise reduction and improved estimation accuracy, but also guarantees uniqueness of the channel estimates under certain conditions and offers a substantially reduced computational complexity.
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