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Joint spatial division and multiplexing: Realizing massive MIMO gains with limited channel state information

机译:联合空间划分和复用:利用有限的信道状态信息实现巨大的MIMO增益

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We propose Joint Spatial Division and Multiplexing (JSDM), an approach to multiuser MIMO downlink that exploits the structure of the channel vectors correlation in order to allow for a large number of base station antennas while requiring a considerably reduced channel state information (CSI) feedback from the users. Thanks to the reduced CSI requirement, JSDM allows the use of a large number of base station antennas also in FDD systems. This work presents the correlated channel model, the main idea of JSDM precoding, and the design of JSDM precoding, formed by the concatenation of a pre-beamforming matrix based only on the structure of the channel covariance, with suitable multiuser precoding based on the CSI of the reduced dimensional transformed channels. We show that in some cases JSDM incurs no loss of optimality with respect to the MIMO broadcast channel with full CSI.
机译:我们提出了联合空间分割与复用(JSDM),一种用于多用户MIMO下行链路的方法,该方法利用信道矢量相关性的结构,以便允许大量基站天线同时需要显着减少的信道状态信息(CSI)反馈来自用户。由于降低了CSI要求,因此JSDM允许在FDD系统中也使用大量基站天线。这项工作提出了相关的信道模型,JSDM预编码的主要思想以及仅基于信道协方差结构的预波束形成矩阵的串联而形成的JSDM预编码的设计,以及基于CSI的合适的多用户预编码降维变换通道的数量。我们表明,在某些情况下,相对于具有完整CSI的MIMO广播信道,JSDM不会导致最优性损失。

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