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Toward Millimeter-Wave Joint Radar Communications: A signal processing perspective

机译:迈向毫米波联合雷达通信:信号处理的角度

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摘要

Synergistic design of communications and radar systems with common spectral and hardware resources is heralding a new era of efficiently utilizing a limited radio-frequency (RF) spectrum. Such a joint radar communications (JRC) model has advantages of low cost, compact size, less power consumption, spectrum sharing, improml performance, and safety due to enhanced information sharing. Today, millimeter-wave (mm-wave) communications have emerged as the preferred technology for short distance wireless links because they provide transmission bandwidth that is several gigahertz wide. This band is also promising for short-range radar applications, which benefit from the high-range resolution arising from large transmit signal bandwidths. Signal processing techniques are critical to the implementation of mm-wave JRC systems. Major challenges are joint waveform design and performance criteria that would optimally trade off between communications and radar functionalities. Novel multiple-input, multiple-output (MIMO) signal processing techniques are required because mm-wave JRC systems employ large antenna arrays. There are opportunities to exploit recent advances in cognition, compressed sensing, and machine learning to reduce required resources and dynamically allocate them with low overheads. This article provides a signal processing perspective of mm-wave JRC systems with an emphasis on waveform design.
机译:具有通用频谱和硬件资源的通信和雷达系统的协同设计,预示着有效利用有限的射频(RF)频谱的新时代。由于增强的信息共享,这种联合雷达通信(JRC)模型具有成本低,尺寸紧凑,功耗少,频谱共享,性能提升和安全性高的优点。如今,毫米波(mm-wave)通信已成为短距离无线链路的首选技术,因为它们提供了几千兆赫兹宽的传输带宽。该频段也有望用于短距离雷达应用,这得益于大发射信号带宽带来的高范围分辨率。信号处理技术对于毫米波JRC系统的实施至关重要。主要挑战是联合波形设计和性能标准,这些标准将在通信和雷达功能之间进行最佳权衡。由于毫米波JRC系统采用大型天线阵列,因此需要新颖的多输入多输出(MIMO)信号处理技术。有机会利用认知,压缩感测和机器学习方面的最新进展来减少所需资源并以低开销动态分配它们。本文提供了毫米波JRC系统的信号处理观点,重点是波形设计。

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  • 来源
    《IEEE Signal Processing Magazine》 |2019年第5期|100-114|共15页
  • 作者单位

    Hertzwell, Automot Radar, Singapore, Singapore|Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust, Luxembourg, Luxembourg|US Army, Res Lab, Adelphi, MD 20783 USA;

    Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust, Luxembourg, Luxembourg|Royal Inst Technol, Signal Proc Lab, Stockholm, Sweden;

    Aalto Univ, Signal Proc, Espoo, Finland|Princeton Univ, Princeton, NJ 08544 USA;

    Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust, Luxembourg, Luxembourg|Royal Inst Technol, Signal Proc, Stockholm, Sweden;

    Aalto Univ, Dept Signal Proc & Acoust, Espoo, Finland|Univ Alberta, Edmonton, AB, Canada|Inst Phys & Chem Res, Various Res & Fac Posit, Tokyo, Japan|McMaster Univ, Hamilton, ON, Canada|Univ Duisburg Essen, Duisburg, Germany|Tech Univ Darmstadt, Darmstadt, Germany|Heriot Watt Univ, Edinburgh, Midlothian, Scotland;

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