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A Low-Complexity Linear Precoding for MIMO Channels With Finite Constellation Inputs

机译:具有有限星座输入的MIMO通道的低复杂度线性预编码

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摘要

This letter investigates linear precoding scheme that maximizes the mutual information (MI) of multiple-input multiple-output (MIMO) channel with arbitrary input constellations. Since traditional precoding schemes which rely on the relationship between MI and minimum mean-square error (MMSE) are too time consuming, this letter first proposes a lower bound of MI with which the computational complexity can be significantly reduced compared with direct computation of MI, and we prove that the bound is asymptotically optimal with a constant shift. Based on this lower bound, a low-complexity precoding scheme is obtained. Numerical results verify the effectiveness and high-performance of the proposed precoding method compared with traditional precoding schemes.
机译:这封信研究了线性预编码方案,该方案可以最大化具有任意输入星座图的多输入多输出(MIMO)信道的互信息(MI)。由于依赖于MI和最小均方误差(MMSE)之间关系的传统预编码方案太耗时,因此,这封信首先提出了MI的下限,与直接计算MI相比,该下限可以显着降低计算复杂度,并且我们证明了该边界在恒定位移下是渐近最优的。基于该下限,获得了低复杂度的预编码方案。与传统的预编码方案相比,数值结果证明了该预编码方法的有效性和高性能。

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