A unified beamforming structure for wireless multicasting and power transfer in MIMO systems

Jie Chen, Ying-Chang Liang, Gang Yang
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引用次数: 2

Abstract

This paper studies the downlink beamforming design problem in multi-user multi-input-multi-output (MIMO) systems. Specifically, two related scenarios are considered: max-min signal-to-noise ratios (SNR) in wireless multicasting and max-min power in wireless power transfer (WPT). The conventional approach recasts the original nonconvex problems into convex semidefinite programming (SDP) by applying semidefinite relaxation (SDR) technique. This approach directly optimizes the transmit beamforming vector, thus suffers from high computational complexity when the number of transmit antennas at the base station (BS) is large. In this paper, we propose a unified and optimal beamforming structure which is expressed as a linear combination of the channel vectors of all users. With this proposed structure, the problem of beamforming design is thus simplified to optimize the combining weight vector, the dimension of which equals the number of users. This indirect optimization can significantly reduce the computational complexity of the transmit beamforming design, especially for massive MIMO systems. Numerical results show that by using the proposed beamforming structure, the complexity of indirect optimization is significantly reduced without suffering performance degradation, compared to the conventional direct optimization.
一种用于MIMO系统无线多播和功率传输的统一波束形成结构
研究了多用户多输入多输出(MIMO)系统的下行波束形成设计问题。具体来说,考虑了两种相关场景:无线多播中的最大最小信噪比(SNR)和无线功率传输(WPT)中的最大最小功率。传统方法利用半定松弛(SDR)技术将原非凸问题转化为凸半定规划问题。该方法直接对发射波束形成矢量进行优化,但在基站发射天线数量较大时计算复杂度较高。本文提出了一种统一的最优波束形成结构,该结构表示为所有用户信道矢量的线性组合。利用该结构,将波束形成设计问题简化为优化组合权向量,其维数等于用户数。这种间接优化可以显著降低发射波束形成设计的计算复杂度,特别是对于大规模MIMO系统。数值结果表明,与传统的直接优化相比,采用该波束形成结构可显著降低间接优化的复杂度,且不会造成性能下降。
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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