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Reduced complexity lattice-based multiple-input multiple-output schemes

机译:降低复杂度的基于格的多输入多输出方案

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摘要

Multiple-input multiple-output is being considered as a highly interesting topic for the new generation of wireless communication systems. The major challenge is how to enhance the link reliability while neither affecting the spectral efficiency nor the quality of service. To reduce the complexity of the maximum likelihood (ML) receiver, efforts have been focused on zero forcing (ZF) decoder using lattice reduction-aided (LRA) techniques. In this study, the authors propose a method that improves performance using the LRA-based precoding technique without increasing the decoder complexity. Their approach is to exploit the channel matrix to generate matrices for both the precoding and LRA detection technique. This makes it possible to achieve maximum orthogonality for the generated channel matrices while reducing considerably the noise effect. They focus on the use of the LRA-ZF for the ease of its implementation and low complexity. The proposed method outperforms LRA-minimum mean square error-based receiver and gets closer to ML receiver performance. The performance and complexity of the proposed scheme are discussed.
机译:对于新一代无线通信系统,多输入多输出被认为是一个非常有趣的话题。主要的挑战是如何在不影响频谱效率和服务质量的情况下提高链路可靠性。为了降低最大似然(ML)接收器的复杂性,已将精力集中在使用晶格缩减辅助(LRA)技术的零强迫(ZF)解码器上。在这项研究中,作者提出了一种使用基于LRA的预编码技术提高性能而又不增加解码器复杂度的方法。他们的方法是利用信道矩阵为预编码和LRA检测技术生成矩阵。这使得有可能实现所产生的信道矩阵的最大正交性,同时显着降低噪声影响。他们专注于LRA-ZF的使用,以简化实施过程并降低复杂性。所提出的方法优于基于最小均方误差的LRA接收机,并且更接近ML接收机的性能。讨论了所提出方案的性能和复杂性。

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