Localization bound based beamforming optimization for multicarrier mmWave MIMO

Remun Koirala, B. Denis, D. Dardari, B. Uguen
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引用次数: 14

Abstract

In this paper we study optimal beamforming policy to minimize the Cramer Rao Lower Bound (CRLB) of joint angle of arrival (AoA) and time delay estimation for a multicarrier millimeter wave (mmWave) system. Considering one single base station (BS) with rough a priori knowledge of channel coefficients and location information of the mobile station (MS), we show that it is possible to improve the accuracy of AoA and time delay estimation, and hence of mobile station (MS) positioning, by means of optimized beamforming. Mathematical formulation of the CRLB is first introduced and the related optimization problem is solved for a each single subcarrier independently. Then we propose a solution optimizing the beamformer jointly for the multicarrier system. A few examples are provided to illustrate the benefits from bound-based beamforming optimization.
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基于定位绑定的多载波毫米波MIMO波束形成优化
针对多载波毫米波系统,研究了最小化联合到达角(AoA)和时延估计的Cramer - Rao下界(CRLB)的最优波束形成策略。考虑到单个基站(BS)对移动台(MS)的信道系数和位置信息有粗略的先验知识,我们证明了通过优化波束形成可以提高AoA和时延估计的精度,从而提高移动台(MS)的定位精度。首先介绍了CRLB的数学表达式,并分别求解了各子载波的优化问题。针对多载波系统,提出了一种联合优化波束形成器的方案。给出了几个例子来说明基于边界的波束形成优化的好处。
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