Parallel Beam Acquisition for Multiuser Millimeter Wave Communication Systems With Analog Beamforming

IF 10.7 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Wireless Communications Pub Date : 2024-12-27 DOI:10.1109/TWC.2024.3520117
Erfan Khordad;Chunshan Liu;Iain B. Collings;Stephen V. Hanly
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Abstract

This paper considers multiuser millimeter wave (mmWave) MIMO communication systems where both the base station (BS) and the user equipments (UEs) use analog beamforming (BF). We propose a beam acquisition approach to find the best directions for the narrow beams, required to achieve BS-UE links above a minimum signal-to-noise ratio (SNR) threshold. The multiple UEs first select their beams simultaneously, based on signals transmitted from the BS on wide training beams. The BS then switches to a beam acquisition mode in order to select the best beam direction for each UE, based on training signals the UEs send on the uplink. We propose a novel parallel beam acquisition scheme for this uplink phase. We also propose a user rejection policy, in which weak UEs that do not satisfy a target SNR threshold, equivalent to a certain bit error rate, are rejected. To do so, we derive the posterior probability that a BS beam has a resultant SNR below the target SNR threshold. We also propose a generalized likelihood ratio test (GLRT) to reduce the computational burden. We derive closed-form error probability expressions for the proposed GLRT approach, and examine the trade-off between the beam acquisition time and accuracy in selecting the beams. We show that the beam acquisition time of our proposed approach is as low as 3% of existing approaches.
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基于模拟波束形成的多用户毫米波通信系统并行波束采集
本文研究了多用户毫米波(mmWave) MIMO通信系统,其中基站(BS)和用户设备(ue)都使用模拟波束形成(BF)。我们提出了一种波束采集方法,用于寻找窄波束的最佳方向,以实现高于最小信噪比(SNR)阈值的BS-UE链路。多个ue首先根据BS在宽训练波束上发射的信号同时选择波束。然后,BS切换到波束采集模式,以便根据终端在上行链路上发送的训练信号为每个终端选择最佳波束方向。我们提出了一种新的上行相位平行波束采集方案。我们还提出了一种用户拒绝策略,其中不满足目标信噪比阈值(相当于一定的误码率)的弱ue被拒绝。为此,我们推导出BS波束的结果信噪比低于目标信噪比阈值的后验概率。我们还提出了广义似然比检验(GLRT)来减少计算负担。我们推导了所提出的GLRT方法的闭式误差概率表达式,并在选择波束时检验了波束捕获时间和精度之间的权衡。我们表明,我们提出的方法的波束捕获时间低至现有方法的3%。
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来源期刊
CiteScore
18.60
自引率
10.60%
发文量
708
审稿时长
5.6 months
期刊介绍: The IEEE Transactions on Wireless Communications is a prestigious publication that showcases cutting-edge advancements in wireless communications. It welcomes both theoretical and practical contributions in various areas. The scope of the Transactions encompasses a wide range of topics, including modulation and coding, detection and estimation, propagation and channel characterization, and diversity techniques. The journal also emphasizes the physical and link layer communication aspects of network architectures and protocols. The journal is open to papers on specific topics or non-traditional topics related to specific application areas. This includes simulation tools and methodologies, orthogonal frequency division multiplexing, MIMO systems, and wireless over optical technologies. Overall, the IEEE Transactions on Wireless Communications serves as a platform for high-quality manuscripts that push the boundaries of wireless communications and contribute to advancements in the field.
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