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Hybrid Analog-Digital Beamforming for Multiuser MIMO Millimeter Wave Relay Systems

机译:用于多用户mImO毫米波的混合模拟数字波束成形   继电器系统

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摘要

This paper proposed new hybrid, analog-digital, beamforming for a multiusermillimeter wave (mm-wave) relay system. For this system, we consider a sum ratemaximization problem. The proposed hybrid beamforming is designed indirectly byconsidering a sum mean square error (MSE) minimization problem while utilizingthe solution of digital beamforming. To this end, we assume that the digitalbeamforming utilizes the well known block diagonalization (BD) approach. Underthis assumption, we solve our problem as follows: First, we formulate the sumrate maximization problem as the minimization of the MSE between the receivedsignal of the hybrid and digital beamforming designs. Then, we design thehybrid beamformings of the source, relay and each destination by leveragingcompressive sensing techniques. Simulation results confirm that the proposedhybrid beamforming design achieves performance very close to that of thedigital one. Furthermore, we have examined the effects of the number of radiofrequency (RF) chains and paths together, and the accuracy of angle of arrival(AoA) and angle of departure (AoD) estimators on the sum rate of the hybridbeamforming designs. Computer simulations reveal that the total sum rate of thehybrid beamforming increases when the number of RF chains and paths increase(or the accuracy of the AoA (AoD) estimator improves).
机译:本文提出了一种用于多用户毫米波(mm-wave)中继系统的新型混合,模拟-数字波束成形。对于这个系统,我们考虑总和率最大化问题。提出的混合波束成形方法是在考虑数字波束成形解决方案的同时,通过考虑总和均方误差(MSE)最小化问题而间接设计的。为此,我们假设数字波束形成利用众所周知的块对角化(BD)方法。在此假设下,我们解决了以下问题:首先,我们将求和最大化问题公式化为混合和数字波束成形设计的接收信号之间的MSE最小化。然后,我们利用压缩感测技术设计源,中继和每个目标的混合波束成形。仿真结果证实了所提出的混合波束成形设计实现了非常接近数字波束形成的性能。此外,我们还研究了射频(RF)链和路径数量在一起的影响,以及到达角(AoA)和离开角(AoD)估计量对混合波束形成设计总和率的准确性。计算机仿真表明,随着RF链和路径数量的增加(或AoA(AoD)估计器的精度提高),混合波束成形的总和速率也会增加。

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