大规模mimo干扰利用的混合整数规划方法

P. Amadori, C. Masouros
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引用次数: 3

摘要

提出了一种低复杂度的大规模多用户多输入多输出(M-MU-MIMO)传输方案,该方案将发射天线选择(TAS)和波束形成相结合,充分利用多用户干扰。针对衍生优化问题,提出了两种不同的解决方案:一种混合整数规划方法,可以最优地解决tas波束形成问题;另一种基于匹配滤波波束形成假设的启发式凸方法。数值结果表明,所提出的多用户干扰处理方法大大优于先前的分离求解TAS和波束形成的方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A mixed-integer programming approach to interference exploitation for massive-MIMO
A novel low-complexity transmission scheme for Massive Multiuser Multi-Input Multi-Output (M-MU-MIMO) is proposed, where Transmit Antenna Selection (TAS) and beam-forming are jointly performed to exploit multiuser interference. Two separate solutions to the deriving optimization problem are proposed: a mixed-integer programming approach that can optimally solve the TAS-beamforming problem and a heuristic convex approach, based on the assumption of matched filtering beamforming. Numerical results prove that the proposed multiuser interference exploiting approaches are able to greatly outperform previous state-of-the-art schemes, where TAS and beamforming are disjointedly solved.
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