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Novel Sort-Free Detector with Modified Real-Valued Decomposition (M-RVD) Ordering in MIMO Systems

机译:MIMO系统中具有改进的实值分解(M-RVD)排序的新型无分类检测器

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摘要

K-best MIMO detection technique is the prominent method of simplifying the detection complexity in MIMO systems while maintaining BER performance comparable with the optimum maximum-likelihood (ML) detection technique. However, sorting the candidate nodes in the tree search of the conventionalK-best detection can take a significant number of cycles which would reduce the achievable data rate of the detector. In order to reduce this delay, and keep high performance at the same time, we propose using a novel sort-free based MIMO detector which avoids the demanding sorting step. Moreover, this detectorutilizes a novel modified real-valued decomposition (M-RVD) ordering that, when compared to the conventional real valued decomposition scheme, can improve the BER performance at no extra computational cost. We show that our proposed detector can outperform the conventional K-best detector with a smallercombination of computation and latency requirements.
机译:K-best MIMO检测技术是简化MIMO系统中检测复杂性的主要方法,同时保持与最佳最大似然(ML)检测技术相当的BER性能。然而,在常规的K最佳检测的树搜索中对候选节点进行排序会花费大量的周期,这将降低检测器可达到的数据速率。为了减少此延迟并同时保持高性能,我们建议使用一种新颖的基于无排序的MIMO检测器,该检测器避免了繁琐的排序步骤。而且,该检测器利用了一种新颖的改进的实值分解(M-RVD)排序,与传统的实值分解方案相比,该排序可以在不增加计算成本的情况下提高BER性能。我们表明,我们提出的检测器可以在计算和等待时间要求的组合较小的情况下胜过传统的K最佳检测器。

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