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

机译:双选择性衰落信道中空频分组编码OFDM系统的分组递归信道估计

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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,我们为双重(即频率和时间)选择性衰落信道中的信道编码SFBC-OFDM系统提出了两种计算有效的逐组递归信道估计算法。这些算法中的第一个基于递归最小二乘(RLS)原理,而第二个算法则采用最小均方误差(MMSE)准则。为了降低与分组递归通道估计方案相关的计算复杂性,我们提出了一种基于缩放的Givens旋转的QR分解逆算法(IQR)。拟议算法的性能通过仿真进行评估,并与接收机具有完善的信道状态信息(CSI)知识的情况进行比较。仿真表明,所提出的算法在各种信道条件下的性能均接近理想的CSI情况。

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