Cognitive Multi-User MIMO downlink with mixed feedback/location based Gaussian CSIT

M. Bashar, D. Slock
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引用次数: 3

Abstract

The Multi-User MIMO downlink or MIMO Broadcast Channel (BC) formulation is relevant for cell center users. Whereas multiple receive antennas do not allow to increase the total number of streams (or degrees of freedom (DoF)) in the BC, they allow the sharing of zero-forcing (ZF) between transmitter and receivers so that a secondary base station (SBS) can serve its secondary users (SU) while ZF beamforming (BF) to primary users (PU). Channel State Information at the Transmitter (CSIT), which is crucial in multi-user systems, is always imperfect in practice, especially for the SBS-PU link. We consider mean and covariance Gaussian partial CSIT, and the special case of a (possibly location based) MIMO Ricean channel model. In this paper we focus on the optimization of beamformers for the secondary expected weighted sum rate (EWSR) under expected PU interference power constraints. We apply a perfect CSI technique, based on a difference of convex functions approach, to a number of deterministic approximations of the EWSR, involving the Massive MIMO limit (large number of transmit antennas), Massive MIMO with a second-order refinement, and the large MIMO limit (both large transmit and receive antenna numbers).
认知多用户MIMO下行链路混合反馈/基于高斯CSIT
多用户MIMO下行链路或MIMO广播信道(BC)公式与小区中心用户相关。虽然多个接收天线不允许增加BC中的流总数(或自由度(DoF)),但它们允许在发射机和接收机之间共享零强制(ZF),以便辅助基站(SBS)可以在向主用户(PU)提供ZF波束成形(BF)的同时为其辅助用户(SU)服务。在实际应用中,信道状态信息(CSIT)在多用户系统中起着至关重要的作用,但在实际应用中往往不完善,特别是在SBS-PU链路中。我们考虑均值和协方差高斯偏CSIT,以及(可能基于位置的)MIMO Ricean信道模型的特殊情况。本文重点研究了在预期PU干扰功率约束下,二次期望加权和速率(EWSR)的波束形成器的优化问题。我们将基于凸函数差分方法的完美CSI技术应用于EWSR的许多确定性近似,包括大规模MIMO限制(大量发射天线),具有二阶改进的大规模MIMO,以及大型MIMO限制(大发射和接收天线数量)。
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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