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Successive zero-forcing DPC with sum power constraint: Low-complexity optimal designs

机译:具有和功率约束的连续迫零DpC:低复杂度的最优设计

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摘要

Successive zero-forcing dirty paper coding (SZF-DPC) is a simplified alternative to DPC for MIMO broadcast channels (MIMO BCs). In the SZF-DPC scheme, the noncausally-known interference is canceled by DPC, while the residual interference is suppressed by the ZF technique. Due to the ZF constraints, the precoders are constrained to lie in the null space of a matrix. For the sum rate maximization problem under a sum power constraint, the existing precoder designs naturally rely on the singular value decomposition (SVD). The SVD-based design is optimal but needs high computational complexity. Herein, we propose two low-complexity optimal precoder designs for SZF-DPC, all based on the QR decomposition (QRD), which requires lower complexity than SVD. The first design method is an iterative algorithm to find an orthonormal basis of the null space of a matrix that has a recursive structure. The second proposed method, which will be shown to require the lowest complexity, results from applying a single QRD to the matrix comprising all users' channel matrices. We analytically and numerically show that the two proposed precoder designs are optimal. © 2012 IEEE.
机译:连续零强制脏纸编码(SZF-DPC)是MIMO广播信道(MIMO BC)的DPC的简化替代方案。在SZF-DPC方案中,非因果干扰由DPC消除,而残余干扰由ZF技术抑制。由于ZF约束,预编码器被约束为位于矩阵的空空间中。对于总功率约束下的总和率最大化问题,现有的预编码器设计自然依赖于奇异值分解(SVD)。基于SVD的设计是最佳的,但需要很高的计算复杂度。本文中,我们提出了两种针对SZF-DPC的低复杂度最佳预编码器设计,这些设计均基于QR分解(QRD),其所需复杂度低于SVD。第一种设计方法是一种迭代算法,用于查找具有递归结构的矩阵的零空间的正交基础。第二种建议的方法将显示为要求最低的复杂性,其结果是将单个QRD应用于包含所有用户通道矩阵的矩阵。我们通过分析和数值分析表明,提出的两种预编码器设计是最佳的。 ©2012 IEEE。

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