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Unified Codebook Design for Vector Channel Quantization in MIMO Broadcast Channels

机译:MIMO广播信道中矢量信道量化的统一码本设计

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In this paper, we propose a two-stage vector channel quantizer for multiple-input multiple-output (MIMO) broadcast channels with limited feedback. When the number of total users is larger than the number of transmit antennas, the users to be served are selected and then the selected users are supported by beamforming based on quantized feedback information. If channel gain information (CGI) and channel direction information (CDI) are independently quantized with a product codebook, as in conventional channel quantization, we show that the effect of CDI quantization errors is boosted by the CGI value, which becomes more pronounced as the number of users increases because the selected users are likely to have larger CGI than the others. Motivated by the analysis, we devise a new two-stage quantizer where CGI is quantized at the first stage, and then CDI is adaptively quantized at the second stage according to the quantized CGI value and total number of users. We optimize the two-stage quantizer for an arbitrarily given CGI quantizer and the number of total users. It is demonstrated that for the same feedback size, the proposed quantizer markedly improves conventional quantization with a product codebook in terms of average sum rate in MIMO BC.
机译:在本文中,我们针对具有有限反馈的多输入多输出(MIMO)广播信道,提出了一种两阶段向量信道量化器。当总用户数大于发射天线数时,选择要服务的用户,然后基于量化的反馈信息通过波束赋形支持所选择的用户。如果像传统的信道量化一样,使用乘积码本对信道增益信息(CGI)和信道方向信息(CDI)进行独立量化,我们就会发现CGI值会增强CDI量化误差的影响,随着CGI值的增加,这种影响会更加明显用户数量增加是因为所选用户的CGI可能比其他用户大。根据分析的动机,我们设计了一种新的两阶段量化器,其中在第一阶段对CGI进行量化,然后根据量化的CGI值和用户总数在第二阶段对CDI进行自适应量化。我们针对任意指定的CGI量化器和总用户数优化了两阶段量化器。事实证明,对于相同的反馈大小,所提出的量化器在MIMO BC中的平均求和率方面,显着改善了产品码本的常规量化。

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