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Sequential Linear MIMO Precoder Optimization for Hybrid ARQ Retransmission of QAM Signals

机译:QAM信号的混合ARQ重传的顺序线性MIMO预编码器优化

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摘要

Our investigation centers on the issue of linear precoding for hybrid-ARQ retransmissions in linear multi-input-multi-output (MIMO) channels driven by non-Gaussian inputs. Leveraging recent works on single transmission MIMO precoding , we derive the gradient of input-output mutual information with respect to precoder matrix for optimization. We further establish that the right eigenvectors of optimum precoder are determined by the associated minimum mean-square error (MMSE) matrix. We then propose a gradient algorithm for maximizing the mutual information. Compared with precoders designed for Gaussian input, our new precoders can significantly improve the input-output mutual information, especially at low signal-to-noise ratio (SNR) and for lower dimensional constellations.
机译:我们的研究集中在由非高斯输入驱动的线性多输入多输出(MIMO)信道中混合ARQ重传的线性预编码问题。利用最近在单传输MIMO预编码上的工作,我们推导了输入输出互信息相对于预编码器矩阵的梯度,以进行优化。我们进一步确定,最佳预编码器的正确特征向量由相关的最小均方误差(MMSE)矩阵确定。然后,我们提出了一种用于最大化互信息的梯度算法。与专为高斯输入而设计的预编码器相比,我们的新型预编码器可以显着改善输入输出互信息,尤其是在低信噪比(SNR)和低维星座的情况下。

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