A Modified Iterative Water-filling Algorithm with Per-iteration Power Normalization in Multiuser MMSE-Precoded MIMO Systems

Min Lee, S. Oh
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引用次数: 4

Abstract

In this paper, we deal with an optimum per-user power allocation problem in terms of the sum capacity in multiuser multiple input multiple output (MU-MIMO) downlink systems when the minimum mean square error (MMSE) scheme has been used for multiuser preceding. However, MMSE preceding allows some inter-user interference. In this paper, we propose a modified iterative water-filling (MIWF) algorithm with per-iteration power normalization (PIPN) in multiuser MMSE-precoded MIMO systems. In the proposed algorithm, power levels for respectacle users are re-adjusted prior to the consecutive iteration, so that the total transmit power constraint should be satisfied. This normalization can reduce greatly the number of iterations for the iterative water-filling process since the inter-user interference terms at every iteration can be computed more accurately without performance degradation. From computer simulations and complexity analyses, we see that the proposed algorithm has lower complexity but with the same capacity as compared with the original MIWF algorithm.
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多用户mmse预编码MIMO系统中一种改进的逐迭代幂归一化迭代充水算法
本文研究了在多用户多输入多输出(MU-MIMO)下行系统中,当采用最小均方误差(MMSE)方案时,基于容量总和的最优每用户功率分配问题。但是,前面的MMSE允许一些用户间干扰。在多用户mmse预编码MIMO系统中,提出了一种改进的迭代幂次归一化(PIPN)迭代充水(MIWF)算法。该算法在连续迭代之前重新调整各用户的功率水平,使总发射功率约束得到满足。这种归一化可以大大减少迭代充水过程的迭代次数,因为每次迭代的用户间干扰项可以更准确地计算而不会降低性能。通过计算机仿真和复杂度分析,我们发现该算法与原MIWF算法相比具有较低的复杂度和相同的容量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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