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Finite lattice-size effects in MIMO detection

机译:MIMO检测中的有限晶格大小效应

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Many powerful data detection algorithms employed in multiple-input multiple-output (MIMO) communication systems, such as sphere decoding (SD) and lattice-reduction (LR)-aided detection, were initially designed for infinite lattices. Detection in MIMO systems is, however, based on finite lattices. In this paper, we systematically study the consequences of finite lattice-size for the performance and complexity of MIMO detection algorithms formulated for infinite lattices. Specifically, we find, considering performance and complexity, that LR does not seem to offer advantages when used in conjunction with SD.
机译:多输入多输出(MIMO)通信系统中采用的许多强大的数据检测算法,例如球形解码(SD)和晶格简化(LR)辅助检测,最初都是为无限晶格设计的。但是,MIMO系统中的检测是基于有限晶格的。在本文中,我们系统地研究了有限晶格大小对针对无限晶格制定的MIMO检测算法的性能和复杂性的影响。具体而言,考虑到性能和复杂性,我们发现LR与SD结合使用时似乎没有优势。

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