Real-World Evaluation of Full-Duplex Millimeter Wave Communication Systems
Noteworthy strides continue to be made in the development of full-duplex millimeter wave (mmWave) communication systems, but most of this progress has been built on theoretical models and validated through simulation. In this work, we conduct a long overdue real-world evaluation of full-duplex mmWav...
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Veröffentlicht in: | IEEE transactions on wireless communications 2024-09, Vol.23 (9), p.10803-10819 |
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Sprache: | eng |
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Zusammenfassung: | Noteworthy strides continue to be made in the development of full-duplex millimeter wave (mmWave) communication systems, but most of this progress has been built on theoretical models and validated through simulation. In this work, we conduct a long overdue real-world evaluation of full-duplex mmWave systems using off-the-shelf 60 GHz phased arrays. We collect over 200,000 measurements of self-interference by electronically sweeping the transmit and receive beams of an experimental base station across a dense spatial profile, shedding light on the effects of the environment, array positioning, and beam steering direction. Then, we call attention to five key challenges faced by practical full-duplex mmWave systems and, with these in mind, propose a general framework for beamforming-based full-duplex solutions. Guided by this framework, we introduce a novel solution called STEER+, a more robust version of recent work called STEER, and experimentally evaluate both in a real-world setting with actual downlink and uplink users. Rather than purely minimize self-interference as with STEER, STEER+ makes use of additional measurements to maximize spectral efficiency, which proves to make it much less sensitive to one's choice of design parameters. Experimentally, we demonstrate that STEER+ can reliably reduce self-interference to near or below the noise floor while maintaining high SNR on the downlink and uplink, thus enabling full-duplex operation purely via beamforming. |
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ISSN: | 1536-1276 1558-2248 |
DOI: | 10.1109/TWC.2024.3376298 |