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A Modified MMSE Receiver for Quantized MIMO Systems

机译:用于量化MIMO系统的修改MMSE接收器

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摘要

We investigate the joint optimization of quantizer and linear receiver for the quantized multi-input multi-output (MIMO) channel. Our approach is based on a mean square error (MSE) criterion, taking into account the effects of quantization. An essential aspect of our derivation is that we do not make the assumption of uncorrelated white quantization errors. The performance of the modified filter as well as the effects of quantization are studied theoretically and experimentally. Furthermore, we provide a lower bound on the capacity of this channel. Through simulation, we demonstrate the usefulness of our approach.
机译:我们研究了量化的多输入多输出(MIMO)通道的量化器和线性接收器的联合优化。我们的方法基于均方误差(MSE)标准,考虑到量化的影响。我们推导的重要方面是我们不会假设不相关的白量化误差。理论上和实验研究改进的过滤器的性能以及量化的效果。此外,我们提供了该频道容量的下限。通过模拟,我们展示了我们方法的有用性。

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