雷达通信频谱共享及一体化:综述与展望

刘凡 袁伟杰 原进宏 张健 费泽松 周建明

刘凡, 袁伟杰, 原进宏, 等. 雷达通信频谱共享及一体化:综述与展望[J]. 雷达学报, 2021, 10(3): 467–484. doi: 10.12000/JR20113
引用本文: 刘凡, 袁伟杰, 原进宏, 等. 雷达通信频谱共享及一体化:综述与展望[J]. 雷达学报, 2021, 10(3): 467–484. doi: 10.12000/JR20113
LIU Fan, YUAN Weijie, YUAN Jinhong, et al. Radar-communication spectrum sharing and integration: Overview and prospect[J]. Journal of Radars, 2021, 10(3): 467–484. doi: 10.12000/JR20113
Citation: LIU Fan, YUAN Weijie, YUAN Jinhong, et al. Radar-communication spectrum sharing and integration: Overview and prospect[J]. Journal of Radars, 2021, 10(3): 467–484. doi: 10.12000/JR20113

雷达通信频谱共享及一体化:综述与展望

doi: 10.12000/JR20113
详细信息
    作者简介:

    刘凡:刘 凡(1992–),男,湖北潜江人,博士。2018年在北京理工大学信息与电子学院获得博士学位,现担任英国伦敦大学学院“玛丽·居里”研究员。主要研究方向为雷达通信一体化、车联网、毫米波通信等,目前已发表论文40余篇

    袁伟杰(1991–),男,四川达州人,博士。2019年在悉尼科技大学获得博士学位,现为新南威尔士大学博士后。主要研究方向为无线通信和信号处理,目前已经发表学术论文30余篇

    原进宏(1969–),男,山西人,博士,教授,IEEE Fellow。1997年在北京理工大学获得博士学位,而后加入悉尼大学电气工程学院担任研究员。于2000年加入新南威尔士大学,现为新南威尔士大学电气工程与通信学院教授及通信学科负责人。主要研究方向为差错控制编码、无线通信理论及信息论。已经出版著作2本,在国际期刊和会议上发表学术论文超过400篇,并得到了多项国际发明专利授权

    张健:张 健(ZHANG J. Andrew, 1973–),男,江苏张家港市人,博士,副教授。2004年在澳洲国立大学获得博士学位,现为悉尼科技大学副教授。主要研究方向为无线通信和信号处理,目前侧重于雷达通信一体化、无线感知和模式识别以及毫米波通信。已经发表论文180多篇

    费泽松(1977–),男,安徽人,博士,教授。2004年在北京理工大学信息与电子学院获工学博士学位。主要研究方向为信道编码、5G/6G移动通信关键技术、雷达通信一体化、低轨卫星接入与组网、MIMO等。目前已经发表论文150余篇

    周建明(1976–),男,浙江省江山人,博士,副研究员。2004年获北京理工大学电磁场与微波技术专业工学博士学位,2004年至今在北京理工大学信息与电子学院从事教学和科研方面的工作,主要研究方向为微波、毫米波电路与系统、机载宽带数据链、相控阵通信和雷达一体化。主持1项国家自然科学基金项目,已完成10多项科技合作项目。发表论文10多篇。获批3项发明专利

    通讯作者:

    袁伟杰 weijie.yuan@unsw.edu.au

    原进宏 j.yuan@unsw.edu.au

  • 责任主编:张群 Corresponding Editor: ZHANG Qun
  • 中图分类号: TN929.5

Radar-communication Spectrum Sharing and Integration: Overview and Prospect

More Information
  • 摘要: 随着无线通信技术的发展,全球通信产业对于无线频谱的需求日益增加。在此背景下,雷达与通信的频谱共享(RCSS)引起了工业界和学术界的极大关注。其内涵不仅包括促成雷达与通信设备的同频共存、互不干扰,从而高效利用频谱,还包括设计一种兼容二者的新型一体化系统,使得该系统能同时完成信息传输与目标探测两种功能。该文围绕雷达与通信频谱共享的两种解决方案:(1)雷达与通信系统的同频共存(RCC); (2)雷达通信一体化(DFRC)系统设计,进行了深入而系统的综述。具体而言,该文首先讨论雷达通信在多个频段共存的实例,然后简要介绍了雷达通信一体化技术在多个领域的应用场景。进一步地,讨论雷达通信同频共存和一体化系统的研究进展。最后,总结全文并讨论了该领域内的若干开放问题。

     

  • 图  1  RCSS技术的两条研究路径

    Figure  1.  The two research directions of RCSS

  • [1] Price hike for UK mobile spectrum[EB/OL]. https://www.bbc.co.uk/news/technology-34346822, 2015.
    [2] MORRIS A. German spectrum auction raises more than €5B[EB/OL]. https://www.fiercewireless.com/europe/german-spectrum-auction-raises-more-than-eu5b, 2015.
    [3] RIAZ S. US completes first 5G auction[EB/OL]. https://www.mobileworldlive.com/featured-content/top-three/us-completes-first-5g-auction/, 2019.
    [4] BROWN P. 75.4 billion 75.4 billion devices connected to the internet of things by 2025[EB/OL]. https://electronics360.globalspec.com/article/6551/75-4-billion-devices-connected-to-the-internet-of-things-by-2025, 2016.
    [5] GRIFFITHS H, COHEN L, WATTS S, et al. Radar spectrum engineering and management: Technical and regulatory issues[J]. Proceedings of the IEEE, 2015, 103(1): 85–102. doi: 10.1109/JPROC.2014.2365517
    [6] FCC. Connecting America: The national broadband plan[EB/OL]. https://www.fcc.gov/general/national-broadband-plan.
    [7] NSF. Spectrum efficiency, energy efficiency, and security (specEES): Enabling spectrum for all[EB/OL]. https://www.nsf.gov/pubs/2016/nsf16616/nsf16616.htm, 2017.
    [8] Ofcom. Public sector spectrum release (PSSR): Award of the 2.3 GHz and 3.4 GHz bands[EB/OL]. https://www.ofcom.org.uk/consultations-and-statements/category-1/2.3-3.4-ghz-auction-design, 2015.
    [9] CAA. Public sector spectrum release programme: Radar planning and spectrum sharing in the 2.7~2.9 GHz bands[EB/OL]. https://www.caa.co.uk/Commercial-industry/Airspace/Communication-navigation-and-surveillance/Spectrum/Public-sector-spectrum-release-programme/.
    [10] PAUL B, CHIRIYATH A R, and BLISS D W. Survey of RF communications and sensing convergence research[J]. IEEE Access, 2017, 5: 252–270. doi: 10.1109/ACCESS.2016.2639038
    [11] WYMEERSCH H, SECO-GRANADOS G, DESTINO G, et al. 5G mm wave positioning for vehicular networks[J]. IEEE Wireless Communications, 2017, 24(6): 80–86. doi: 10.1109/MWC.2017.1600374
    [12] YANG Chouchang and SHAO Huairong. WiFi-based indoor positioning[J]. IEEE Communications Magazine, 2015, 53(3): 150–157. doi: 10.1109/MCOM.2015.7060497
    [13] MA D, SHLEZINGER N, HUANG T, et al. Joint radar-communication strategies for autonomous vehicles: Combining two key automotive technologies[J]. IEEE Signal Processing Magazine, 2020, 37(4): 85–97. doi: 10.1109/MSP.2020.2983832
    [14] BLUNT S D, YATHAM P, and STILES J. Intrapulse radar-embedded communications[J]. IEEE Transactions on Aerospace and Electronic Systems, 2010, 46(3): 1185–1200. doi: 10.1109/TAES.2010.5545182
    [15] WANG Huaiyi, JOHNSON J T, and BAKER C J. Spectrum sharing between communications and ATC radar systems[J]. IET Radar, Sonar & Navigation, 2017, 11(6): 994–1001. doi: 10.1049/iet-rsn.2016.0312
    [16] REED J H, CLEGG A W, PADAKI A V, et al. On the co-existence of TD-LTE and radar over 3.5 GHz band: An experimental study[J]. IEEE Wireless Communications Letters, 2016, 5(4): 368–371. doi: 10.1109/LWC.2016.2560179
    [17] HESSAR F and ROY S. Spectrum sharing between a surveillance radar and secondary Wi-Fi networks[J]. IEEE Transactions on Aerospace and Electronic Systems, 2016, 52(3): 1434–1448. doi: 10.1109/TAES.2016.150114
    [18] CONTRIBUTORS W. List of WLAN channels - Wikipedia, the free encyclopedia[EB/OL]. http://taggedwiki.zubiaga.org/new_content/e4b6f408b1226092f742ee0b5f3cd18a.
    [19] CHOI J, VA V, GONZALEZ-PRELCIC N, et al. Millimeter-wave vehicular communication to support massive automotive sensing[J]. IEEE Communications Magazine, 2016, 54(12): 160–167. doi: 10.1109/MCOM.2016.1600071CM
    [20] ROH W, SEOL J, PARK J, et al. Millimeter-wave beamforming as an enabling technology for 5G cellular communications: Theoretical feasibility and prototype results[J]. IEEE Communications Magazine, 2014, 52(2): 106–113. doi: 10.1109/MCOM.2014.6736750
    [21] KENNEY J B. Dedicated short-range communications (DSRC) standards in the united states[J]. Proceedings of the IEEE, 2011, 99(7): 1162–1182. doi: 10.1109/JPROC.2011.2132790
    [22] RAPPAPORT T S, SUN Shu, MAYZUS R, et al. Millimeter wave mobile communications for 5G cellular: It will work![J]. IEEE Access, 2013, 1: 335–349. doi: 10.1109/ACCESS.2013.2260813
    [23] HEATH R W, GONZÁLEZ-PRELCIC N, RANGAN S, et al. An overview of signal processing techniques for millimeter wave MIMO systems[J]. IEEE Journal of Selected Topics in Signal Processing, 2016, 10(3): 436–453. doi: 10.1109/JSTSP.2016.2523924
    [24] 田旋旋. 基于雷达通信一体化机制的车辆情境信息感知方法研究[D]. [博士论文], 哈尔滨工业大学, 2018.

    TIAN Xuanxuan. Research on context sensing method of vehicles using radar and communication integration frameworks[D]. [Ph. D. dissertation], Harbin Institute of Technology, 2018.
    [25] XU Chenren, FIRNER B, ZHANG Yanyong, et al. The case for efficient and robust RF-based device-free localization[J]. IEEE Transactions on Mobile Computing, 2016, 15(9): 2362–2375. doi: 10.1109/TMC.2015.2493522
    [26] FENG Chen, AU W S A, VALAEE S, et al. Received-signal-strength-based indoor positioning using compressive sensing[J]. IEEE Transactions on Mobile Computing, 2012, 11(12): 1983–1993. doi: 10.1109/TMC.2011.216
    [27] WU Kaishun, XIAO Jiang, YI Youwen, et al. CSI-based indoor localization[J]. IEEE Transactions on Parallel and Distributed Systems, 2013, 24(7): 1300–1309. doi: 10.1109/TPDS.2012.214
    [28] XU Chenren, FIRNER B, ZHANG Yanyong, et al. Improving RF-based device-free passive localization in cluttered indoor environments through probabilistic classification methods[C]. The ACM/IEEE 11th International Conference on Information Processing in Sensor Networks, Beijing, China, 2012: 209–220.
    [29] TAN Bo, CHEN Qingchao, CHETTY K, et al. Exploiting WiFi channel state information for residential healthcare informatics[J]. IEEE Communications Magazine, 2018, 56(5): 130–137. doi: 10.1109/MCOM.2018.1700064
    [30] FIORANELLI F, RITCHIE M, and GRIFFITHS H. Bistatic human micro-Doppler signatures for classification of indoor activities[C]. 2017 IEEE Radar Conference, Seattle, USA, 2017: 610–615.
    [31] AMIN M G, ZHANG Y D, AHMAD F, et al. Radar signal processing for elderly fall detection: The future for in-home monitoring[J]. IEEE Signal Processing Magazine, 2016, 33(2): 71–80. doi: 10.1109/MSP.2015.2502784
    [32] WU Qisong, ZHANG Y D, TAO Wenbing, et al. Radar-based fall detection based on Doppler time-frequency signatures for assisted living[J]. IET Radar, Sonar & Navigation, 2015, 9(2): 164–172. doi: 10.1049/iet-rsn.2014.0250
    [33] DUBOIS C. Google ATAP moves forward with radar touch tech with FCC waiver[EB/OL]. https://www.allaboutcircuits.com/news/Google-ATAP-Project-Soli-radar-touch-sensor-technology-FCC-waiver/, 2019.
    [34] ZHANG Shuowen, ZENG Yong, and ZHANG Rui. Cellular-enabled UAV communication: A connectivity-constrained trajectory optimization perspective[J]. IEEE Transactions on Communications, 2019, 67(3): 2580–2604. doi: 10.1109/TCOMM.2018.2880468
    [35] RYAN A, ZENNARO M, HOWELL A, et al. An overview of emerging results in cooperative UAV control[C]. The 2004 43rd IEEE Conference on Decision and Control, Bahamas, 2004: 602–607.
    [36] ZENG Yong, ZHANG Rui, and LIM T J. Wireless communications with unmanned aerial vehicles: Opportunities and challenges[J]. IEEE Communications Magazine, 2016, 54(5): 36–42. doi: 10.1109/MCOM.2016.7470933
    [37] BEARD R W, MCLAIN T W, NELSON D B, et al. Decentralized cooperative aerial surveillance using fixed-wing miniature UAVs[J]. Proceedings of the IEEE, 2006, 94(7): 1306–1324. doi: 10.1109/JPROC.2006.876930
    [38] SCHNEIDERMAN R. Unmanned drones are flying high in the military/aerospace sector [special reports][J]. IEEE Signal Processing Magazine, 2012, 29(1): 8–11. doi: 10.1109/MSP.2011.943127
    [39] BOGDANOWICZ Z R. Flying swarm of drones over circulant digraph[J]. IEEE Transactions on Aerospace and Electronic Systems, 2017, 53(6): 2662–2670. doi: 10.1109/TAES.2017.2709858
    [40] WINKLER S, ZEADALLY S, and EVANS K. Privacy and civilian drone use: The need for further regulation[J]. IEEE Security & Privacy, 2018, 16(5): 72–80. doi: 10.1109/MSP.2018.3761721
    [41] RAMOS D B, LOUBACH D S, and DA CUNHA A M. Developing a distributed real-time monitoring system to track UAVs[J]. IEEE Aerospace and Electronic Systems, 2010, 25(9): 18–25. doi: 10.1109/MAES.2010.5592987
    [42] ZHANG Shuhang, ZHANG Hongliang, DI Boya, et al. Cellular UAV-to-X communications: Design and optimization for multi-UAV networks[J]. IEEE Transactions on Wireless Communications, 2019, 18(2): 1346–1359. doi: 10.1109/TWC.2019.2892131
    [43] HUGHES P K and CHOE J Y. Overview of advanced multifunction RF system (AMRFS)[C]. 2000 IEEE International Conference on Phased Array Systems and Technology, Dana Point, USA, 2000: 21–24.
    [44] TAVIK G C, HILTERBRICK C L, EVINS J B, et al. The advanced multifunction RF concept[J]. IEEE Transactions on Microwave Theory and Techniques, 2005, 53(3): 1009–1020. doi: 10.1109/TMTT.2005.843485
    [45] MOLNAR J A, CORRETJER I, and TAVIK G. Integrated topside - integration of narrowband and wideband array antennas for shipboard communications[C].2011 - MILCOM 2011 Military Communications Conference, Baltimore, USA, 2011: 1802–1807.
    [46] DARPA. Shared spectrum access for radar and communications (SSPARC)[EB/OL]. https://www.federalgrantswire.com/shared-spectrum-access-for-radar-and-communications-ssparc-darpa-baa-13-24.html#.X40Vavk6s7M, 2013.
    [47] POLYDOROS A and WOO K. LPI detection of frequency-hopping signals using autocorrelation techniques[J]. IEEE Journal on Selected Areas in Communications, 1985, 3(5): 714–726. doi: 10.1109/JSAC.1985.1146255
    [48] POLYDOROS A and WEBER C. Detection performance considerations for direct-sequence and time-hopping LPI waveforms[J]. IEEE Journal on Selected Areas in Communications, 1985, 3(5): 727–744. doi: 10.1109/JSAC.1985.1146256
    [49] BLUNT S D, METCALF J G, BIGGS C R, et al. Performance characteristics and metrics for intra-pulse radar-embedded communication[J]. IEEE Journal on Selected Areas in Communications, 2011, 29(10): 2057–2066. doi: 10.1109/JSAC.2011.111215
    [50] CIUONZO D, DE MAIO A, FOGLIA G, et al. Intrapulse radar-embedded communications via multiobjective optimization[J]. IEEE Transactions on Aerospace and Electronic Systems, 2015, 51(4): 2960–2974. doi: 10.1109/TAES.2015.140821
    [51] BRISKEN S, MOSCADELLI M, SEIDEL V, et al. Passive radar imaging using DVB-S2[C]. 2017 IEEE Radar Conference, Seattle, USA, 2017: 552–556.
    [52] GRIFFITHS H D and BAKER C J. An Introduction to Passive Radar[M]. Boston, USA: Artech House, 2017.
    [53] LIU Jun, LI Hongbin, and HIMED B. Two target detection algorithms for passive multistatic radar[J]. IEEE Transactions on Signal Processing, 2014, 62(22): 5930–5939. doi: 10.1109/TSP.2014.2359637
    [54] CHALISE B K, AMIN M G, and HIMED B. Performance tradeoff in a unified passive radar and communications system[J]. IEEE Signal Processing Letters, 2017, 24(9): 1275–1279. doi: 10.1109/LSP.2017.2721639
    [55] DECARLI N, GUIDI F, and DARDARI D. A novel joint RFID and radar sensor network for passive localization: Design and performance bounds[J]. IEEE Journal of Selected Topics in Signal Processing, 2014, 8(1): 80–95. doi: 10.1109/JSTSP.2013.2287174
    [56] FORTINO G, PATHAN M, and DI FATTA G. BodyCloud: Integration of cloud computing and body sensor networks[C]. The 4th IEEE International Conference on Cloud Computing Technology and Science, Taipei, China, 2012: 851–856.
    [57] BLISS D W. Cooperative radar and communications signaling: The estimation and information theory odd couple[C]. 2014 IEEE Radar Conference, Cincinnati, USA, 2014: 50–55.
    [58] WANG L S, MCGEEHAN J P, WILLIAMS C, et al. Application of cooperative sensing in radar-communications coexistence[J]. IET Communications, 2008, 2(6): 856–868. doi: 10.1049/iet-com:20070403
    [59] SARUTHIRATHANAWORAKUN R, PEHA J M, and CORREIA L M. Opportunistic sharing between rotating radar and cellular[J]. IEEE Journal on Selected Areas in Communications, 2012, 30(10): 1900–1910. doi: 10.1109/JSAC.2012.121106
    [60] LI Jian and STOICA P. MIMO radar with colocated antennas[J]. IEEE Signal Processing Magazine, 2007, 24(5): 106–114. doi: 10.1109/MSP.2007.904812
    [61] LI Jian and STOICA P. MIMO Radar Signal Processing[M]. New York, USA: John Wiley & Sons, 2008.
    [62] LI Bo and PETROPULU A P. Joint transmit designs for coexistence of MIMO wireless communications and sparse sensing radars in clutter[J]. IEEE Transactions on Aerospace and Electronic Systems, 2017, 53(6): 2846–2864. doi: 10.1109/TAES.2017.2717518
    [63] LIU Fan, GARCIA-RODRIGUEZ A, MASOUROS C, et al. Interfering channel estimation in radar-cellular coexistence: How much information do we need?[J]. IEEE Transactions on Wireless Communications, 2019, 18(9): 4238–4253. doi: 10.1109/TWC.2019.2921556
    [64] SODAGARI S, KHAWAR A, CLANCY T C, et al. A projection based approach for radar and telecommunication systems coexistence[C]. 2012 IEEE Global Communications Conference, Anaheim, USA, 2012: 5010–5014.
    [65] BABAEI A, TRANTER W H, and BOSE T. A nullspace-based precoder with subspace expansion for radar/communications coexistence[C]. 2013 IEEE Global Communications Conference, Atlanta, USA, 2013: 3487–3492.
    [66] KHAWAR A, ABDELHADI A, and CLANCY C. Target detection performance of spectrum sharing MIMO radars[J]. IEEE Sensors Journal, 2015, 15(9): 4928–4940. doi: 10.1109/JSEN.2015.2424393
    [67] LI Bo, PETROPULU A P, and TRAPPE W. Optimum co-design for spectrum sharing between matrix completion based MIMO radars and a MIMO communication system[J]. IEEE Transactions on Signal Processing, 2016, 64(17): 4562–4575. doi: 10.1109/TSP.2016.2569479
    [68] ZHENG Le, LOPS M, WANG Xiaodong, et al. Joint design of overlaid communication systems and pulsed radars[J]. IEEE Transactions on Signal Processing, 2018, 66(1): 139–154. doi: 10.1109/TSP.2017.2755603
    [69] LIU Fan, MASOUROS C, LI Ang, et al. Robust MIMO beamforming for cellular and radar coexistence[J]. IEEE Wireless Communications Letters, 2017, 6(3): 374–377. doi: 10.1109/LWC.2017.2693985
    [70] CUI Yuanhao, KOIVUNEN V, and JING Xiaojun. Interference alignment based spectrum sharing for MIMO radar and communication systems[C]. The IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Kalamata, Greece, 2018: 1–5.
    [71] CHENG Ziyang, LIAO Bin, SHI Shengnan, et al. Co-design for overlaid MIMO radar and downlink MISO communication systems via Cramér -Rao bound minimization[J]. IEEE Transactions on Signal Processing, 2019, 67(24): 6227–6240. doi: 10.1109/TSP.2019.2952048
    [72] LIU Fan, MASOUROS C, LI Ang, et al. MIMO radar and cellular coexistence: A power-efficient approach enabled by interference exploitation[J]. IEEE Transactions on Signal Processing, 2018, 66(14): 3681–3695. doi: 10.1109/TSP.2018.2833813
    [73] ZHENG Le, LOPS M, and WANG Xiaodong. Adaptive interference removal for uncoordinated radar/communication coexistence[J]. IEEE Journal of Selected Topics in Signal Processing, 2018, 12(1): 45–60. doi: 10.1109/JSTSP.2017.2785783
    [74] NARTASILPA N, SALIM A, TUNINETTI D, et al. Communications system performance and design in the presence of radar interference[J]. IEEE Transactions on Communications, 2018, 66(9): 4170–4185. doi: 10.1109/TCOMM.2018.2823764
    [75] RICHARDS M A. Fundamentals of Radar Signal Processing[M]. Dallas, USA: Tata McGraw-Hill Education, 2005.
    [76] GUERCI J R, GUERCI R M, LACKPOUR A, et al. Joint design and operation of shared spectrum access for radar and communications[C]. 2015 IEEE Radar Conference, Arlington, USA, 2015: 761–766.
    [77] KAY S M. Fundamentals of Statistical Signal Processing, Vol. I: Estimation Theory[M]. Englewood Cliffs, NJ, USA: Prentice Hall, 1993.
    [78] CHIRIYATH A R, PAUL B, JACYNA G M, et al. Inner bounds on performance of radar and communications co-existence[J]. IEEE Transactions on Signal Processing, 2016, 64(2): 464–474. doi: 10.1109/TSP.2015.2483485
    [79] CHIRIYATH A R, PAUL B, and BLISS D W. Radar-communications convergence: Coexistence, cooperation, and co-design[J]. IEEE Transactions on Cognitive Communications and Networking, 2017, 3(1): 1–12. doi: 10.1109/TCCN.2017.2666266
    [80] RONG Yu, CHIRIYATH A R, and BLISS D W. MIMO radar and communications spectrum sharing: A multiple-access perspective[C]. The IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM), Sheffield, UK, 2018: 272–276.
    [81] MEALEY R M. A method for calculating error probabilities in a radar communication system[J]. IEEE Transactions on Space Electronics and Telemetry, 1963, 9(2): 37–42. doi: 10.1109/TSET.1963.4337601
    [82] ROBERTON M and BROWN E R. Integrated radar and communications based on chirped spread-spectrum techniques[C]. 2003 IEEE MTT-S International Microwave Symposium Digest, Philadelphia, USA, 2003: 611–614.
    [83] SADDIK G N, SINGH R S, and BROWN E R. Ultra-wideband multifunctional communications/radar system[J]. IEEE Transactions on Microwave Theory and Techniques, 2007, 55(7): 1431–1437. doi: 10.1109/TMTT.2007.900343
    [84] JAMIL M, ZEPERNICK H J, and PETTERSSON M I. On integrated radar and communication systems using Oppermann sequences[C]. 2008 IEEE Military Communications Conference, San Diego, USA, 2008: 1–6.
    [85] STURM C and WIESBECK W. Joint integration of digital beam-forming radar with communication[C]. IET International Radar Conference, Guilin, China, 2009: 1–4.
    [86] GARMATYUK D, SCHUERGER J, and KAUFFMAN K. Multifunctional software-defined radar sensor and data communication system[J]. IEEE Sensors Journal, 2011, 11(1): 99–106. doi: 10.1109/JSEN.2010.2052100
    [87] HAN Liang and WU Ke. Radar and radio data fusion platform for future intelligent transportation system[C]. The 7th European Radar Conference, Paris, France, 2010: 65–68.
    [88] STURM C and WIESBECK W. Waveform design and signal processing aspects for fusion of wireless communications and radar sensing[J]. Proceedings of the IEEE, 2011, 99(7): 1236–1259. doi: 10.1109/JPROC.2011.2131110
    [89] HAN Liang and WU Ke. Joint wireless communication and radar sensing systems-state of the art and future prospects[J]. IET Microwaves, Antennas & Propagation, 2013, 7(11): 876–885.
    [90] GAGLIONE D, CLEMENTE C, ILIOUDIS C V, et al. Fractional fourier based waveform for a joint radar-communication system[C]. 2016 IEEE Radar Conference, Philadelphia, USA, 2016: 1–6.
    [91] CHEN Xingbo, WANG Xiaomo, XU Shanfeng, et al. A novel radar waveform compatible with communication[C]. 2011 International Conference on Computational Problem-Solving (ICCP), Chengdu, China, 2011: 177–181.
    [92] 刘志鹏. 雷达通信一体化波形研究[D]. [博士论文], 北京理工大学, 2015.

    LIU Zhipeng. Waveform research on integration of radar and communication[D]. [Ph. D. dissertation], Beijing Institute of Technology, 2015.
    [93] 刘永军. 基于OFDM的雷达通信一体化设计方法研究[D]. [博士论文], 西安电子科技大学, 2019.

    LIU Yongjun. Study on integrated radar and communications design method based on OFDM[D]. [Ph. D. dissertation], Xidian University, 2019.
    [94] 刘冰凡, 陈伯孝. 基于OFDM-LFM信号的MIMO雷达通信一体化信号共享设计研究[J]. 电子与信息学报, 2019, 41(4): 801–808. doi: 10.11999/JEIT180547

    LIU Bingfan and CHEN Baixiao. Integration of MIMO radar and communication with OFDM-LFM signals[J]. Journal of Electronics &Information Technology, 2019, 41(4): 801–808. doi: 10.11999/JEIT180547
    [95] 郝跃星. 恒包络OFDM雷达通信一体化关键技术研究[D]. [硕士论文], 西安电子科技大学, 2017.

    HAO Yuexing. Resratch on the key technology of constant envelop OFDM radar-communication integration[D]. [Master dissertation], Xidian University, 2017.
    [96] 张秋月, 张林让, 谷亚彬, 等. 恒包络OFDM雷达通信一体化信号设计[J]. 西安交通大学学报, 2019, 53(6): 77–84. doi: 10.7652/xjtuxb201906011

    ZHANG Qiuyue, ZHANG Linrang, GU Yabin, et al. Signal design of communication integration for radars with constant envelope OFDM[J]. Journal of Xi'an Jiaotong University, 2019, 53(6): 77–84. doi: 10.7652/xjtuxb201906011
    [97] DONNET B J and LONGSTAFF I D. Combining MIMO radar with OFDM communications[C]. 2006 European Radar Conference, Manchester, UK, 2006: 37–40.
    [98] HASSANIEN A, AMIN M G, ZHANG Y D, et al. A dual function radar-communications system using sidelobe control and waveform diversity[C]. 2015 IEEE Radar Conference, Arlington, USA, 2015: 1260–1263.
    [99] HASSANIEN A, AMIN M G, ZHANG Y D, et al. Dual-function radar-communications: Information embedding using sidelobe control and waveform diversity[J]. IEEE Transactions on Signal Processing, 2016, 64(8): 2168–2181. doi: 10.1109/TSP.2015.2505667
    [100] HASSANIEN A, AMIN M G, ZHANG Y D, et al. Phase-modulation based dual-function radar-communications[J]. IET Radar, Sonar & Navigation, 2016, 10(8): 1411–1421. doi: 10.1049/iet.rsn.2015.0484
    [101] BOUDAHER E, HASSANIEN A, ABOUTANIOS E, et al. Towards a dual-function MIMO radar-communication system[C]. 2016 IEEE Radar Conference, Philadelphia, USA, 2016: 1–6.
    [102] MCCORMICK P M, BLUNT S D, and METCALF J G. Simultaneous radar and communications emissions from a common aperture, Part I: Theory[C]. 2017 IEEE Radar Conference, Seattle, USA, 2017: 1685–1690.
    [103] MCCORMICK P M, RAVENSCROFT B, BLUNT S D, et al. Simultaneous radar and communication emissions from a common aperture, Part II: Experimentation[C]. 2017 IEEE Radar Conference, Seattle, USA, 2017: 1697–1702.
    [104] LIU Fan, MASOUROS C, LI Ang, et al. MU-MIMO communications with MIMO radar: From co-existence to joint transmission[J]. IEEE Transactions on Wireless Communications, 2018, 17(4): 2755–2770. doi: 10.1109/TWC.2018.2803045
    [105] LIU Fan, ZHOU Longfei, MASOUROS C, et al. Toward dual-functional radar-communication systems: Optimal waveform design[J]. IEEE Transactions on Signal Processing, 2018, 66(16): 4264–4279. doi: 10.1109/TSP.2018.2847648
    [106] LIU Fan, MASOUROS C, and GRIFFITHS H. Dual-functional radar-communication waveform design under constant-modulus and orthogonality constraints[C]. 2019 Sensor Signal Processing for Defence Conference, Brighton, UK, 2019: 1–5.
    [107] KUMARI P, CHOI J, GONZÁLEZ-PRELCIC N, et al. IEEE 802.11ad-based radar: An approach to joint vehicular communication-radar system[J]. IEEE Transactions on Vehicular Technology, 2018, 67(4): 3012–3027. doi: 10.1109/TVT.2017.2774762
    [108] GROSSI E, LOPS M, VENTURINO L, et al. Opportunistic radar in IEEE 802.11ad networks[J]. IEEE Transactions on Signal Processing, 2018, 66(9): 2441–2454. doi: 10.1109/TSP.2018.2813300
    [109] FORTUNATI S, SANGUINETTI L, GINI F, et al. Massive MIMO radar for target detection[J]. IEEE Transactions on Signal Processing, 2020, 68: 859–871. doi: 10.1109/TSP.2020.2967181
    [110] ZHANG Xinying, MOLISCH A F, and KUNG Sunyuan. Variable-phase-shift-based RF-baseband codesign for MIMO antenna selection[J]. IEEE Transactions on Signal Processing, 2005, 53(11): 4091–4103. doi: 10.1109/TSP.2005.857024
    [111] EL AYACH O, RAJAGOPAL S, ABU-SURRA S, et al. Spatially sparse precoding in millimeter wave MIMO systems[J]. IEEE Transactions on Wireless Communications, 2014, 13(3): 1499–1513. doi: 10.1109/TWC.2014.011714.130846
    [112] HAN Shuangfeng, I C L, XU Zhikun, et al. Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G[J]. IEEE Communications Magazine, 2015, 53(1): 186–194. doi: 10.1109/MCOM.2015.7010533
    [113] MOLISCH A F, RATNAM V V, HAN Shengqian, et al. Hybrid beamforming for massive MIMO: A survey[J]. IEEE Communications Magazine, 2017, 55(9): 134–141. doi: 10.1109/MCOM.2017.1600400
    [114] ALKHATEEB A, MO Jianhua, GONZALEZ-PRELCIC N, et al. MIMO precoding and combining solutions for millimeter-wave systems[J]. IEEE Communications Magazine, 2014, 52(12): 122–131. doi: 10.1109/MCOM.2014.6979963
    [115] HASSANIEN A and VOROBYOV S A. Phased-MIMO radar: A tradeoff between phased-array and MIMO radars[J]. IEEE Transactions on Signal Processing, 2010, 58(6): 3137–3151. doi: 10.1109/TSP.2010.2043976
    [116] WILCOX D and SELLATHURAI M. On MIMO radar subarrayed transmit beamforming[J]. IEEE Transactions on Signal Processing, 2012, 60(4): 2076–2081. doi: 10.1109/TSP.2011.2179540
    [117] LIU Fan, MASOUROS C, PETROPULU A P, et al. Joint radar and communication design: Applications, state-of-the-art, and the road ahead[J]. IEEE Transactions on Communications, 2020, 68(6): 3834–3862. doi: 10.1109/TCOMM.2020.2973976
    [118] ZHANG J A, HUANG Xiaojing, GUO Y J, et al. Multibeam for joint communication and radar sensing using steerable analog antenna arrays[J]. IEEE Transactions on Vehicular Technology, 2019, 68(1): 671–685. doi: 10.1109/TVT.2018.2883796
    [119] LUO Yuyue, ZHANG J A, HUANG Xiaojing, et al. Optimization and quantization of multibeam beamforming vector for joint communication and radio sensing[J]. IEEE Transactions on Communications, 2019, 67(9): 6468–6482. doi: 10.1109/TCOMM.2019.2923627
    [120] LUO Yuyue, ZHANG J A, HUANG Xiaojing, et al. Multibeam optimization for joint communication and radio sensing using analog antenna arrays[J]. IEEE Transactions on Vehicular Technology, 2020, 69(10): 11000–11013. doi: 10.1109/TVT.2020.3006481
    [121] 罗渝悦. 应用于车联网中通信雷达一体化系统的波束赋形技术研究[D]. [博士论文], 电子科技大学, 2020.

    LUO Yuyue. Beamforming for joint communication and radar sensing techniques in autonomous vehicular networks[D]. [Ph. D. dissertation], University of Electronic Science and Technology of China, 2020.
    [122] LIU Fan, YUAN Weijie, MASOUROS C, et al. Radar-assisted predictive beamforming for vehicular links: Communication served by sensing[J]. IEEE Transactions on Wireless Communications, 2020, 19(11): 7704–7719. doi: 10.1109/TWC.2020.3015735
    [123] YUAN Weijie, LIU Fan, MASOUROS C, et al. Bayesian predictive beamforming for vehicular networks: A low-overhead joint radar-communication approach[J]. arXiv: 2005.07698, 2020.
    [124] ZHENG Tongxing, WANG Huiming, YUAN Jinhong, et al. Physical layer security in wireless ad hoc networks under a hybrid full-/half-duplex receiver deployment strategy[J]. IEEE Transactions on Wireless Communications, 2017, 16(6): 3827–3839. doi: 10.1109/TWC.2017.2689005
    [125] YAN Shihao, YANG Nan, GERACI G, et al. Optimization of code rates in SISOME wiretap channels[J]. IEEE Transactions on Wireless Communications, 2015, 14(11): 6377–6388. doi: 10.1109/TWC.2015.2453260
    [126] LIU Chenxi, YANG Nan, YUAN Jinhong, et al. Location-based secure transmission for wiretap channels[J]. IEEE Journal on Selected Areas in Communications, 2015, 33(7): 1458–1470. doi: 10.1109/JSAC.2015.2430211
    [127] DELIGIANNIS A, DANIYAN A, LAMBOTHARAN S, et al. Secrecy rate optimizations for MIMO communication radar[J]. IEEE Transactions on Aerospace and Electronic Systems, 2018, 54(5): 2481–2492. doi: 10.1109/TAES.2018.2820370
    [128] CHALISE B K and AMIN M G. Performance tradeoff in a unified system of communications and passive radar: A secrecy capacity approach[J]. Digital Signal Processing, 2018, 82: 282–293. doi: 10.1016/j.dsp.2018.06.017
    [129] DIMAS A, CLARK M A, LI Bo, et al. On radar privacy in shared spectrum scenarios[C]. 2019 IEEE International Conference on Acoustics, Speech and Signal Processing, Brighton, UK, 2019: 7790–7794.
    [130] SU Nanchi, LIU Fan, and MASOUROS C. Secure radar-communication systems with malicious targets: Integrating radar, communications and jamming functionalities[J]. IEEE Transactions on Wireless Communications, 2021, 20(1): 83–95. doi: 10.1109/TWC.2020.3023164
    [131] RAVITEJA P, PHAN K T, HONG Yi, et al. Interference cancellation and iterative detection for orthogonal time frequency space modulation[J]. IEEE Transactions on Wireless Communications, 2018, 17(10): 6501–6515. doi: 10.1109/TWC.2018.2860011
    [132] YUAN Weijie, WEI Zhiqiang, YUAN Jinhong, et al. A simple variational Bayes detector for orthogonal time frequency space (OTFS) modulation[J]. IEEE Transactions on Vehicular Technology, 2020, 69(7): 7976–7980. doi: 10.1109/TVT.2020.2991443
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  • 收稿日期:  2020-08-02
  • 修回日期:  2020-10-14
  • 网络出版日期:  2020-11-03
  • 刊出日期:  2021-06-28

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