最大化加权和速率的MIMO下行波束成形设计

R. Agarwal, J. Cioffi
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引用次数: 8

摘要

本文研究了多输入多输出广播信道(MIMO-BC)中加权和速率(WSR)最大化的线性传输滤波器设计。寻找最优传输滤波器的问题是非凸的,难以解决。基于求解最大均方误差(sum-mean square error, MSE)的最优收发滤波器的迭代算法,本文建议在MIMO-BC中采用加权最小均方误差(weighted minimum mean square error, WMMSE)优化。本文提出了一种最大化WSR的迭代算法。在不同的系统设置下,给出了使用该滤波器计算和速率的数值结果。
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Beamforming design for the MIMO downlink for maximizing Weighted Sum-Rate
This work studies linear transmit filter design for weighted sum-rate (WSR) maximization in the multiple input multiple output broadcast channel (MIMO-BC). The problem of finding the optimal transmit filter is non-convex and intractable to solve. Motivated by the iterative algorithm that solves for the optimal transmit and receive filters for minimizing sum-mean square error (MSE), this paper suggests to use weighted minimum mean square error (WMMSE) optimization in the MIMO-BC. The paper presents an iterative algorithm to maximize WSR. Numerical results for sum-rate using the derived filter are provided under different system settings.
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