Millimeter-Wave Wireless: A Cross-Disciplinary View of Research and Technology Development

A. Sayeed
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Abstract

Millimeter-Wave (mmWave) wireless is experiencing an explosive growth in research and technology development. Several factors are fueling the growth: the need for Gigabit rates and low latency; advances in mmWave hardware, antennas, data converters, computational power, and prototyping platforms; and new paradigms for exploiting the large number of spatio-temporal degrees of freedom afforded by the large bandwidth and small wavelength. The challenges in harnessing the potential of mmWave wireless for communication and sensing are both physical and technological and inherently cross-disciplinary in nature. The tools available for research and technology development are rich and diverse, spanning signal processing and communication techniques, antenna, RF hardware and data converter design, prototype development and experimentation, and machine learning and data analytics. I will discuss the opportunities and implications with recent developments in hybrid beamforming architectures, the need for cross-layer networking protocols for exploiting the advanced physical layer capabilities, the importance of accurate channel models in network performance prediction and simulation, and the role of channel signatures in sensing applications. I will also highlight the dual and key role of prototype development in mmWave research: the cross-disciplinary challenges inherent in their design, and their facilitation of much needed channel measurements and experimentation. These findings and insights are informed by my group's involvement in mmWave research and technology development since 2010, and the outcomes of the first two workshops of the NSF Research Coordination Network on mmWave wireless.
毫米波无线:研究和技术发展的跨学科观点
毫米波(mmWave)无线技术正经历着研究和技术发展的爆炸式增长。有几个因素推动了这一增长:对千兆速率和低延迟的需求;毫米波硬件、天线、数据转换器、计算能力和原型平台的进步;以及利用大带宽和小波长所提供的大量时空自由度的新范式。利用毫米波无线通信和传感的潜力所面临的挑战既有物理方面的,也有技术方面的,本质上是跨学科的。可用于研究和技术开发的工具丰富多样,涵盖信号处理和通信技术,天线,RF硬件和数据转换器设计,原型开发和实验,以及机器学习和数据分析。我将讨论混合波束形成架构的最新发展带来的机遇和影响,利用先进物理层功能的跨层网络协议的需求,准确的信道模型在网络性能预测和仿真中的重要性,以及信道签名在传感应用中的作用。我还将强调原型开发在毫米波研究中的双重和关键作用:其设计中固有的跨学科挑战,以及它们对急需的通道测量和实验的促进。这些发现和见解来自于我的小组自2010年以来参与毫米波研究和技术开发,以及NSF毫米波无线研究协调网络前两次研讨会的成果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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