Toward Millimeter-Wave Joint Radar Communications A signal processing perspective

被引:262
|
作者
Mishra, Kumar Vijay [1 ,2 ,3 ]
Shankar, M. R. Bhavani [2 ,4 ]
Koivunen, Visa [5 ,6 ]
Ottersten, Bjorn [2 ,7 ]
Vorobyov, Sergiy A. [8 ,9 ,10 ,11 ,12 ,13 ,14 ]
机构
[1] Hertzwell, Automot Radar, Singapore, Singapore
[2] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust, Luxembourg, Luxembourg
[3] US Army, Res Lab, Adelphi, MD 20783 USA
[4] Royal Inst Technol, Signal Proc Lab, Stockholm, Sweden
[5] Aalto Univ, Signal Proc, Espoo, Finland
[6] Princeton Univ, Princeton, NJ 08544 USA
[7] Royal Inst Technol, Signal Proc, Stockholm, Sweden
[8] Aalto Univ, Dept Signal Proc & Acoust, Espoo, Finland
[9] Univ Alberta, Edmonton, AB, Canada
[10] Inst Phys & Chem Res, Various Res & Fac Posit, Tokyo, Japan
[11] McMaster Univ, Hamilton, ON, Canada
[12] Univ Duisburg Essen, Duisburg, Germany
[13] Tech Univ Darmstadt, Darmstadt, Germany
[14] Heriot Watt Univ, Edinburgh, Midlothian, Scotland
基金
欧洲研究理事会;
关键词
MIMO RADAR; SYSTEM;
D O I
10.1109/MSP.2019.2913173
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
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.
引用
收藏
页码:100 / 114
页数:15
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