Full-Duplex in Massive Multiple-Input Multiple-Output

IF 5.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Open Journal of Vehicular Technology Pub Date : 2024-03-28 DOI:10.1109/OJVT.2024.3382886
Tho Le-Ngoc;Yuanzhe Gong;Mobeen Mahmood;Asil Koc;Robert Morawski;James Gary Griffiths;Philippe Guillemette;Jamal Zaid;Peiwei Wang
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Abstract

In-band full-duplex (FD) operation can double the spectral efficiency of massive multiple-input multiple-output (mMIMO) systems by allowing simultaneous transmission and reception over the same time/frequency slot. However, the main challenge encountered in implementing an FD radio wireless transceiver is to greatly suppress the residual self-interference (SI) generated from its own transmitter below the receiver noise floor to avoid performance degradation in the detection of the signal of interest received from remote transmitters. It is pointed out that the single-stage digital beamforming (DBF) scheme would introduce an impractically high complexity unsuitable for implementing FD-mMIMO. This paper considers an FD hybrid beamforming (FD-HBF) scheme for multi-user (MU)-mMIMO systems, in which large SI-suppression is achieved by exploring dynamic transmitter/receiver (Tx/Rx) isolation using RF-beamforming designs, and exploiting the degrees of freedom of a large number of antenna elements in separate Tx and Rx antenna arrays, in conjunction with high-performance baseband (BB) digital fractionally-spaced (FS) SI-cancellation (SIC) techniques. This paper starts with a discussion of the main parameters and impairments (in an mMIMO transceiver) that can impact the SI-suppression performance and the proposed RF-beamforming Tx/Rx isolation and BB SI-cancellation design strategies along with their achieved performance and complexities. Joint-beamforming optimization to maximize both Tx/Rx performance and isolation is discussed with an example of a nature-inspired optimization scheme to achieve an average Tx/Rx RF isolation of 64.4 dB and the best isolation of 76 dB. The paper continues with a description of an FD-mMIMO transceiver prototype using Tx/Rx 8x8-element antenna arrays along with analytical, simulation and measured results. Illustrative results indicate that the proposed combination of RF-beamforming Tx/Rx isolation and BB digital fractionally spaced SI-cancellation can offer an overall SI suppression of more than 131 dB and bring the residual SI below the receiver noise floor.
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大规模多输入多输出中的全双工功能
带内全双工(FD)操作允许在同一时间/频率槽内同时进行发射和接收,可将大规模多输入多输出(mMIMO)系统的频谱效率提高一倍。然而,在实现 FD 无线电无线收发器时遇到的主要挑战是如何将自身发射器产生的残余自干扰(SI)大大抑制在接收器噪声本底以下,以避免在检测从远程发射器接收到的相关信号时出现性能下降。有人指出,单级数字波束成形(DBF)方案会带来不切实际的高复杂性,不适合实现 FD-mMIMO。本文考虑了一种适用于多用户(MU)-mMIMO 系统的 FD 混合波束成形(FD-HBF)方案,在该方案中,通过使用射频波束成形设计探索动态发射器/接收器(Tx/Rx)隔离,并利用独立的 Tx 和 Rx 天线阵列中大量天线元件的自由度,结合高性能基带(BB)数字分数间隔(FS)SI 消除(SIC)技术,实现了大 SI 抑制。本文首先讨论了可能影响 SI 抑制性能的主要参数和损伤(在 mMIMO 收发器中),以及建议的射频波束成形 Tx/Rx 隔离和 BB SI 消除设计策略及其实现的性能和复杂性。本文以自然启发的优化方案为例,讨论了最大化 Tx/Rx 性能和隔离度的联合波束成形优化,该方案可实现 64.4 dB 的平均 Tx/Rx 射频隔离度和 76 dB 的最佳隔离度。论文还介绍了使用 Tx/Rx 8x8 元天线阵列的 FD-mMIMO 收发器原型,以及分析、模拟和测量结果。说明性结果表明,所建议的射频波束成形 Tx/Rx 隔离和 BB 数字分段式 SI 消除相结合,可提供超过 131 dB 的整体 SI 抑制,并使残余 SI 低于接收器本底噪声。
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来源期刊
CiteScore
9.60
自引率
0.00%
发文量
25
审稿时长
10 weeks
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