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A Polynomial QR Decomposition Based Turbo Equalization Technique for Frequency Selective MIMO Channels

机译:基于多项式QR分解的频率选择性MIMO通道的Turbo均衡技术

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In the case of a frequency flat multiple-input multiple-output (MIMO) system, QR decomposition can be applied to reduce the MIMO channel equalization problem to a set of decision feedback based single channel equalization problems. Using a novel technique for polynomial matrix QR decomposition (PMQRD) based on Givens rotations, we extend this work to frequency selective MIMO systems. A transmitter design based on Diagonal Bell Laboratories Layered Space Time (D-BLAST) encoding has been implemented. Turbo equalization is utilized at the receiver to overcome the multipath delay spread and to facilitate multi-stream data feedback. The effect of channel estimation error on system performance has also been considered to demonstrate the robustness of the proposed PMQRD scheme. Average bit error rate simulations show a considerable improvement over a benchmark orthogonal frequency division multiplexing (OFDM) technique. The proposed scheme thereby has potential applicability in MIMO communication applications, particularly for TDMA systems with frequency selective channels.
机译:在频率扁平多输入多输出(MIMO)系统的情况下,可以应用QR分解以将MIMO信道均衡问题减少到基于判定反馈的单通道均衡问题。基于GIVENS旋转,使用新技术进行多项式矩阵QR分解(PMQRD),我们将此工作扩展到频率选择性MIMO系统。已经实现了基于对角贝尔实验室分层空间时间(D-BLAST)编码的发射机设计。接收器使用Turbo均衡以克服多径延迟扩展并促进多流数据反馈。频道估计误差对系统性能的影响也被认为是展示所提出的PMQRD方案的鲁棒性。平均误码率模拟显示了基准正交频分复用(OFDM)技术的相当大的改进。因此,所提出的方案在MIMO通信应用中具有潜在的适用性,特别是对于具有频率选择性通道的TDMA系统。

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