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首页> 外文期刊>Internet of Things Journal, IEEE >Design and Prototyping of Hybrid Analog–Digital Multiuser MIMO Beamforming for Nonorthogonal Signals
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Design and Prototyping of Hybrid Analog–Digital Multiuser MIMO Beamforming for Nonorthogonal Signals

机译:非正交信号混合模数量多用户MIMO波束形成的设计与原型

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摘要

To enable user diversity and multiplexing gains, a fully digital precoding multiple-input-multiple-output (MIMO) architecture is typically applied. However, a large number of radio frequency (RF) chains make the system unrealistic to low-cost communications. Therefore, a practical three-stage hybrid analog-digital precoding architecture, occupying fewer RF chains, is proposed aiming for a nonorthogonal Internet of Things (IoT) signal in low-cost multiuser MIMO systems. The nonorthogonal waveform can flexibly save spectral resources for massive devices connections or improve data rate without consuming extra spectral resources. The hybrid precoding is divided into three stages, including analog domain, digital domain, and waveform domain. A codebook-based beam selection simplifies the analog-domain beamforming via phase-only tuning. Digital-domain precoding can fine-tune the codebook shaped beam and resolve multiuser interference in terms of both signal amplitude and phase. In the end, the waveform-domain precoding manages the self-created intercarrier interference (ICI) of the nonorthogonal signal. This article designs over-the-air signal transmission experiments for fully digital and hybrid precoding systems on software-defined radio (SDR) devices. Results reveal that waveform precoding accuracy can be enhanced by hybrid precoding. Compared to a transmitter with the same RF chain resources, hybrid precoding significantly outperforms fully digital precoding by up to 15.6 dB error vector magnitude (EVM) gain. A fully digital system with the same number of antennas clearly requires more RF chains and, therefore, is low power, space-efficient, and cost-efficient. Therefore, the proposed three-stage hybrid precoding is a quite suitable solution to nonorthogonal IoT applications.
机译:为了启用用户分集和多路复用的增益,通常应用完全数字预编码多输入多输出(MIMO)架构。然而,大量的射频(RF)链使系统与低成本通信的系统不现实。因此,提出了一种占用较少的RF链的实用的三级混合模数预编码架构,用于低成本多用户MIMO系统中的非正交内容(物联网)信号。非正交波形可以灵活地节省频谱资源,用于大量设备连接或提高数据速率而不消耗额外的频谱资源。混合预编码分为三个阶段,包括模拟域,数字域和波形域。基于码本的光束选择通过相位调谐简化了模拟域波束成形。数字域预编码可以微调码本形光束,并在信号幅度和相位方面解决多用户干扰。最终,波形域预编码管理非正交信号的自创新互载干扰(ICI)。本文为软件定义的无线电(SDR)设备上的全数字和混合预编码系统设计过空中信号传输实验。结果表明,通过混合预编码可以增强波形预编码精度。与具有相同RF链资源的发射机相比,混合预编码显着优于15.6dB误差矢量幅度(EVM)增益的完全数字预编码。具有相同数量的天线数量的完全数字系统清楚地需要更多的RF链,因此,低功耗,空间高,成本效率。因此,所提出的三级混合预编码是非正交IOT应用的相当合适的解决方案。

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