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Groupwise Recursive Channel Estimation for Space-Frequency Block Coded OFDM Systems in Doubly Selective Fading Channels

机译:双重选择性衰落通道中空间频率块编码的扩展递归信道估计

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In this paper, we propose two computationally efficient groupwise recursive channel estimation algorithms for channel encoded SFBC-OFDM systems in doubly (i.e., frequency and time) selective fading channels. The first of these algorithms is based on the recursive least squares (RLS) principle whereas the second one employs the minimum mean square error (MMSE) criterion. To reduce the computational complexity associated with the groupwise recursive channel estimation schemes, we propose an inverse QR decomposition (IQR) algorithm based on scaled Givens rotations. The performance of the proposed algorithms is evaluated via simulations and compared to the case with perfect channel state information (CSI) knowledge at the receiver. The simulations show that the proposed algorithms perform reasonably close to the perfect CSI case under various channel conditions.
机译:在本文中,我们提出了两种计算上有效的频道编码的SFBC-OFDM系统的两个计算上有效的GroupWide递归信道估计算法(即频率和时间)选择性衰落通道。这些算法中的第一个基于递归最小二乘(RLS)原理,而第二则采用最小均方误差(MMSE)标准。为了降低与GroupWise递归信道估计方案相关联的计算复杂度,我们提出了一种基于缩放GIVENS旋转的逆QR分解(IQR)算法。通过模拟评估所提出的算法的性能,并与接收器的完美信道状态信息(CSI)知识进行比较。模拟表明,在各种频道条件下,所提出的算法可合理地接近完美的CSI案例。

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