信道不确定多小区网络的低复杂度鲁棒协调波束形成

M. Akbari, V. Vakili
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引用次数: 0

摘要

多蜂窝协调波束形成技术是指多个基站相互协作进行波束矢量设计以减少蜂窝间干扰的技术,是近年来备受关注的一个课题。在基站信道信息完备的情况下,首先提出了一种快速收敛算法,解决了加权和速率最大化问题。然后,将假设放宽到假设信道估计中的误差向量位于以椭球为界的不确定性集中的情况。我们提出了一个线性波束形成在一组协调小区只有限制回程信号。这种鲁棒波束形成方法允许所有现有的(完美信道状态信息(CSI))波束形成算法也可以在不完美的CSI条件下使用,只需要增加一个用于计算最坏情况CSI的额外步骤。在该算法中,首先根据估计的CSI计算波束矢量,然后计算最坏情况下的CSI,然后重新计算波束矢量,交替重复该过程,直到收敛。通过仿真对鲁棒波束设计进行了评价,发现所提出的策略在信道不确定性面前具有足够的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low complexity robust coordinated beamforming in multicell network with channel uncertainties
Multicell coordinated beamforming, where multiple base stations (BSs) collaborate with each other in the beam-vectors design to mitigate the intercell interference (ICI), has been a subject of great attention recently. With perfect channel information available at the base stations, we first present a fast converging algorithm that solves the weighted sum rate maximization (WSRM) problem. Then, the assumption is relaxed to the case where the error vectors in the channel estimates are assumed to lie in an uncertainty set bounded by an ellipsoid. We propose a linear beamforming across a set of coordinated cells only with limiting backhaul signaling. This robust beamforming method allows that all existing (perfect Channel state information (CSI)) beamforming algorithms can be also usable in imperfect CSI condition with only adding an extra step that used for computing worst-case CSI. Indeed in proposed algorithm, beam vectors first computed based on estimated CSI, and then worst-case CSI is computed, beam vectors recomputed again and this process is repeated alternatively until convergence occurs. We evaluate robust beam design through simulation and observe that the proposed strategies has sufficient robust in front of channel uncertainties.
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