密集毫米波网络中的协调波束形成

Ding Zhang, P. Santhalingam, P. Pathak, Zizhan Zheng
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引用次数: 1

摘要

凭借MIMO和增强的波束形成功能,IEEE 802.11ay准备创建下一代毫米波wlan,可以提供超过100 Gbps的数据速率。然而,密集部署的ap和客户端之间的波束形成会产生不可接受的开销。另一方面,缺乏最新的波束形成信息限制了通过MIMO和多用户获得的分集增益,降低了整体网络容量。本文提出了一种新的“协调波束形成”(称为CoBF)方法,在802.11ay毫米波wlan中,只有一小部分ap被选择进行波束形成。CoBF基于不确定性的概念,对波束形成信息可能过时、需要更新的ap进行预测。该方法补充了现有的逐链路波束形成解决方案,并将其有效性从链路级扩展到网络级。此外,CoBF利用AP不确定性在802.11ay wlan中通过干扰感知调度创建MU-MIMO组。通过大量的实验和模拟,我们表明CoBF可以显著降低波束形成开销并提高802.11ay wlan的网络容量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CoBF: Coordinated Beamforming in Dense mmWave Networks
With MIMO and enhanced beamforming features, IEEE 802.11ay is poised to create the next generation of mmWave WLANs that can provide over 100 Gbps data rate. However, beamforming between densely deployed APs and clients incurs unacceptable overhead. On the other hand, the absence of up-to-date beamforming information restricts the diversity gains available through MIMO and multi-users, reducing the overall network capacity. This paper presents a novel approach of "coordinated beamforming" (called CoBF) where only a small subset of APs are selected for beamforming in the 802.11ay mmWave WLANs. Based on the concept of uncertainty, CoBF predicts the APs whose beamforming information is likely outdated and needs updating. The proposed approach complements the existing per-link beamforming solutions and extends their effectiveness from link-level to network-level. Furthermore, CoBF leverages the AP uncertainty to create MU-MIMO groups through interference-aware scheduling in 802.11ay WLANs. With extensive experimentation and simulations, we show that CoBF can significantly reduce beamforming overhead and improve network capacity for 802.11ay WLANs.
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