Joint Radar and Communication Design: Applications, State-of-the-Art, and the Road Ahead

Sharing of the frequency bands between radar and communication systems has attracted substantial attention, as it can avoid under-utilization of otherwise permanently allocated spectral resources, thus improving efficiency. Further, there is increasing demand for radar and communication systems that share the hardware platform as well as the frequency band, as this not only decongests the spectrum, but also benefits both sensing and signaling operations via the full cooperation between both functionalities. Nevertheless, the success of spectrum and hardware sharing between radar and communication systems critically depends on high-quality joint radar and communication designs. In the first part of this paper, we overview the research progress in the areas of radar-communication coexistence and dual-functional radar-communication (DFRC) systems, with particular emphasis on application scenarios and technical approaches. In the second part, we propose a novel transceiver architecture and frame structure for a DFRC base station (BS) operating in the millimeter wave (mmWave) band, using the hybrid analog-digital (HAD) beamforming technique. We assume that the BS is serving a multi-antenna user equipment (UE) over a mmWave channel, and at the same time it actively detects targets. The targets also play the role of scatterers for the communication signal. In that framework, we propose a novel scheme for joint target search and communication channel estimation, which relies on omni-directional pilot signals generated by the HAD structure. Given a fully-digital communication precoder and a desired radar transmit beampattern, we propose to design the analog and digital precoders under non-convex constant-modulus (CM) and power constraints, such that the BS can formulate narrow beams towards all the targets, while pre-equalizing the impact of the communication channel. Furthermore, we design a HAD receiver that can simultaneously process signals from the UE and echo waves from the targets. By tracking the angular variation of the targets, we show that it is possible to recover the target echoes and mitigate the resulting interference to the UE signals, even when the radar and communication signals share the same signal-to-noise ratio (SNR). The feasibility and efficiency of the proposed approaches in realizing DFRC are verified via numerical simulations. Finally, the paper concludes with an overview of the open problems in the research field of communication and radar spectrum sharing (CRSS).

[1]  Shahrokh Valaee,et al.  Received-Signal-Strength-Based Indoor Positioning Using Compressive Sensing , 2012, IEEE Transactions on Mobile Computing.

[2]  Sangarapillai Lambotharan,et al.  Secrecy Rate Optimizations for MIMO Communication Radar , 2018, IEEE Transactions on Aerospace and Electronic Systems.

[3]  Xiaojun Jing,et al.  Interference Alignment Based Spectrum Sharing for MIMO Radar and Communication Systems , 2018, 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[4]  Robert W. Heath,et al.  An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems , 2015, IEEE Journal of Selected Topics in Signal Processing.

[5]  J.K. Hedrick,et al.  An overview of emerging results in cooperative UAV control , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[6]  Awais Khawar,et al.  Target Detection Performance of Spectrum Sharing MIMO Radars , 2014, IEEE Sensors Journal.

[7]  Yimin Zhang,et al.  Dual-Function Radar-Communications: Information Embedding Using Sidelobe Control and Waveform Diversity , 2016, IEEE Transactions on Signal Processing.

[8]  Sergiy A. Vorobyov,et al.  Phased-MIMO Radar: A Tradeoff Between Phased-Array and MIMO Radars , 2009, IEEE Transactions on Signal Processing.

[9]  Qing Huo Liu,et al.  Through-wall imaging (TWI) by radar: 2-D tomographic results and analyses , 2005, IEEE Trans. Geosci. Remote. Sens..

[10]  Davide Dardari,et al.  A Novel Joint RFID and Radar Sensor Network for Passive Localization: Design and Performance Bounds , 2014, IEEE Journal of Selected Topics in Signal Processing.

[11]  Rick S. Blum,et al.  MIMO radar: an idea whose time has come , 2004, Proceedings of the 2004 IEEE Radar Conference (IEEE Cat. No.04CH37509).

[12]  Andreas Polydoros,et al.  LPI Detection of Frequency-Hopping Signals Using Autocorrelation Techniques , 1985, IEEE J. Sel. Areas Commun..

[13]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[14]  Xuehua Li,et al.  Hybridly Connected Structure for Hybrid Beamforming in mmWave Massive MIMO Systems , 2018, IEEE Transactions on Communications.

[15]  Robert W. Heath,et al.  IEEE 802.11ad-Based Radar: An Approach to Joint Vehicular Communication-Radar System , 2017, IEEE Transactions on Vehicular Technology.

[16]  Mark A. Richards,et al.  Fundamentals of Radar Signal Processing , 2005 .

[17]  Athina P. Petropulu,et al.  On Radar Privacy in Shared Spectrum Scenarios , 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[18]  Jian-Kang Zhang,et al.  Joint DOD and DOA Estimation for Bistatic MIMO Radar in Unknown Correlated Noise , 2015, IEEE Transactions on Vehicular Technology.

[19]  Gerd Ascheid,et al.  Hybrid Beamforming with Time Delay Compensation for Millimeter Wave MIMO Frequency Selective Channels , 2016, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[20]  Marco Lops,et al.  Adaptive Interference Removal for Uncoordinated Radar/Communication Coexistence , 2017, IEEE Journal of Selected Topics in Signal Processing.

[21]  Viktor Seidel,et al.  Passive radar imaging using DVB-S2 , 2017, 2017 IEEE Radar Conference (RadarConf).

[22]  Mukaddim Pathan,et al.  BodyCloud: Integration of Cloud Computing and body sensor networks , 2012, 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings.

[23]  Angela Doufexi,et al.  Application of cooperative sensing in radar-communications coexistence , 2008, IET Commun..

[24]  Bassem Mahafza,et al.  Radar Systems Analysis and Design Using MATLAB , 2000 .

[25]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[26]  Francesco Fioranelli,et al.  Bistatic human micro-Doppler signatures for classification of indoor activities , 2017, 2017 IEEE Radar Conference (RadarConf).

[27]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[28]  M. J. Gans,et al.  On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas , 1998, Wirel. Pers. Commun..

[29]  Jian Li,et al.  An adaptive filtering approach to spectral estimation and SAR imaging , 1996, IEEE Trans. Signal Process..

[30]  Charles L. Weber,et al.  Detection Performance Considerations for Direct-Sequence and Time-Hopping LPI Waveforms , 1985, IEEE J. Sel. Areas Commun..

[31]  Jun Li,et al.  Co-Design for Overlaid MIMO Radar and Downlink MISO Communication Systems via Cramér–Rao Bound Minimization , 2019, IEEE Transactions on Signal Processing.

[32]  Robert W. Heath,et al.  Forward Collision Vehicular Radar With IEEE 802.11: Feasibility Demonstration Through Measurements , 2017, IEEE Transactions on Vehicular Technology.

[33]  Hongbin Li,et al.  Two Target Detection Algorithms for Passive Multistatic Radar , 2014, IEEE Transactions on Signal Processing.

[34]  Randall M. Mealey A Method for Calculating Error Probabilities in a Radar Communication System , 1963, IEEE Transactions on Space Electronics and Telemetry.

[35]  Yimin Zhang,et al.  Radar Signal Processing for Elderly Fall Detection: The future for in-home monitoring , 2016, IEEE Signal Processing Magazine.

[36]  Ke Wu,et al.  Joint wireless communication and radar sensing systems - state of the art and future prospects , 2013 .

[37]  Huai-Rong Shao,et al.  WiFi-based indoor positioning , 2015, IEEE Communications Magazine.

[38]  Tharmalingam Ratnarajah,et al.  MIMO Radar and Cellular Coexistence: A Power-Efficient Approach Enabled by Interference Exploitation , 2018, IEEE Transactions on Signal Processing.

[39]  Zbigniew R. Bogdanowicz,et al.  Flying Swarm of Drones Over Circulant Digraph , 2017, IEEE Transactions on Aerospace and Electronic Systems.

[40]  Sherali Zeadally,et al.  Privacy and Civilian Drone Use: The Need for Further Regulation , 2018, IEEE Security & Privacy.

[41]  Alex R. Chiriyath,et al.  MIMO Radar and Communications Spectrum Sharing: A Multiple-Access Perspective , 2018, 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM).

[42]  Kyungwhoon Cheun,et al.  Millimeter-wave beamforming as an enabling technology for 5G cellular communications: theoretical feasibility and prototype results , 2014, IEEE Communications Magazine.

[43]  Timothy W. McLain,et al.  Decentralized Cooperative Aerial Surveillance Using Fixed-Wing Miniature UAVs , 2006, Proceedings of the IEEE.

[44]  Wenbing Tao,et al.  Radar-based fall detection based on Doppler time-frequency signatures for assisted living , 2015 .

[45]  Jian Li,et al.  Iterative Adaptive Approaches to MIMO Radar Imaging , 2010, IEEE Journal of Selected Topics in Signal Processing.

[46]  Thomas L. Marzetta,et al.  Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas , 2010, IEEE Transactions on Wireless Communications.

[47]  E.R. Brown,et al.  Integrated radar and communications based on chirped spread-spectrum techniques , 2003, IEEE MTT-S International Microwave Symposium Digest, 2003.

[48]  John B. Kenney,et al.  Dedicated Short-Range Communications (DSRC) Standards in the United States , 2011, Proceedings of the IEEE.

[49]  Bryan Paul,et al.  Radar-Communications Convergence: Coexistence, Cooperation, and Co-Design , 2017, IEEE Transactions on Cognitive Communications and Networking.

[50]  Christos Masouros,et al.  Toward Dual-functional Radar-Communication Systems: Optimal Waveform Design , 2017, IEEE Transactions on Signal Processing.

[51]  Vishal Monga,et al.  Successive QCQP Refinement for MIMO Radar Waveform Design Under Practical Constraints , 2016, IEEE Transactions on Signal Processing.

[52]  Robert W. Heath,et al.  MIMO Precoding and Combining Solutions for Millimeter-Wave Systems , 2014, IEEE Communications Magazine.

[53]  Shannon D. Blunt,et al.  Radar Spectrum Engineering and Management: Technical and Regulatory Issues , 2015, Proceedings of the IEEE.

[54]  Alex B. Gershman,et al.  Training-based MIMO channel estimation: a study of estimator tradeoffs and optimal training signals , 2006, IEEE Transactions on Signal Processing.

[55]  Daniela Tuninetti,et al.  Communications System Performance and Design in the Presence of Radar Interference , 2018, IEEE Transactions on Communications.

[56]  Robert W. Heath,et al.  Spatially Sparse Precoding in Millimeter Wave MIMO Systems , 2013, IEEE Transactions on Wireless Communications.

[57]  Bryan Paul,et al.  Inner Bounds on Performance of Radar and Communications Co-Existence , 2016, IEEE Transactions on Signal Processing.

[58]  Moeness G. Amin,et al.  Performance Tradeoff in a Unified System of Communications and Passive Radar: A Secrecy Capacity Approach , 2018, Digit. Signal Process..

[59]  Ron Schneiderman Unmanned Drones are Flying High in the Military/Aerospace Sector [Special Reports] , 2012, IEEE Signal Processing Magazine.

[60]  J. R. Guerci,et al.  Joint design and operation of shared spectrum access for radar and communications , 2015, 2015 IEEE Radar Conference (RadarCon).

[61]  P. Stoica,et al.  MIMO Radar Signal Processing , 2008 .

[62]  Gilberto Berardinelli,et al.  On the Guard Period Design in 5G TDD Wide Area , 2016, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[63]  Braham Himed,et al.  Performance Tradeoff in a Unified Passive Radar and Communications System , 2017, IEEE Signal Processing Letters.

[64]  Bjorn Ottersten,et al.  A mmWave Automotive Joint Radar-Communications System , 2019, IEEE Transactions on Aerospace and Electronic Systems.

[65]  Andreas F. Molisch,et al.  Hybrid Beamforming for Massive MIMO: A Survey , 2017, IEEE Communications Magazine.

[66]  C. Stewart Gillmor,et al.  Alvarez: Adventures of a Physicist , 1987 .

[67]  Braham Himed,et al.  Non-coherent PSK-based dual-function radar-communication systems , 2016, 2016 IEEE Radar Conference (RadarConf).

[68]  Robert J. Piechocki,et al.  Exploiting WiFi Channel State Information for Residential Healthcare Informatics , 2017, IEEE Communications Magazine.

[69]  Daniela Tuninetti,et al.  On the Capacity of the AWGN Channel With Additive Radar Interference , 2018, IEEE Transactions on Communications.

[70]  Jian Li,et al.  Target detection and parameter estimation for MIMO radar systems , 2008, IEEE Transactions on Aerospace and Electronic Systems.

[71]  Athina P. Petropulu,et al.  Joint Transmit Designs for Coexistence of MIMO Wireless Communications and Sparse Sensing Radars in Clutter , 2017, IEEE Transactions on Aerospace and Electronic Systems.

[72]  Sumit Roy,et al.  Spectrum sharing between a surveillance radar and secondary Wi-Fi networks , 2016, IEEE Transactions on Aerospace and Electronic Systems.

[73]  Kaishun Wu,et al.  CSI-Based Indoor Localization , 2013, IEEE Transactions on Parallel and Distributed Systems.

[74]  Jeffrey H. Reed,et al.  On the Co-Existence of TD-LTE and Radar Over 3.5 GHz Band: An Experimental Study , 2016, IEEE Wireless Communications Letters.

[75]  Shuowen Zhang,et al.  Cellular-Enabled UAV Communication: A Connectivity-Constrained Trajectory Optimization Perspective , 2018, IEEE Transactions on Communications.

[76]  Joel T. Johnson,et al.  Spectrum sharing between communications and ATC radar systems , 2017 .

[77]  Richard Howard,et al.  Improving RF-based device-free passive localization in cluttered indoor environments through probabilistic classification methods , 2012, 2012 ACM/IEEE 11th International Conference on Information Processing in Sensor Networks (IPSN).

[78]  Carmine Clemente,et al.  Fractional fourier based waveform for a joint radar-communication system , 2016, 2016 IEEE Radar Conference (RadarConf).

[79]  Hugh Griffiths The MAMMUT Phased Array Radar: Compulsive Hoarding , 2019, 2019 International Radar Conference (RADAR).

[80]  William H. Tranter,et al.  A nullspace-based precoder with subspace expansion for radar/communications coexistence , 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

[81]  Shuangfeng Han,et al.  Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G , 2015, IEEE Communications Magazine.

[82]  Hlaing Minn,et al.  Angle-Domain Approach for Parameter Estimation in High-Mobility OFDM With Fully/Partly Calibrated Massive ULA , 2018, IEEE Transactions on Wireless Communications.

[83]  Awais Khawar,et al.  Spectral Coexistence of MIMO Radar and MIMO Cellular System , 2017, IEEE Transactions on Aerospace and Electronic Systems.

[84]  Fan Liu,et al.  Dual-Functional Radar-Communication Waveform Design Under Constant-Modulus and Orthogonality Constraints , 2019, 2019 Sensor Signal Processing for Defence Conference (SSPD).

[85]  Jon M. Peha,et al.  Opportunistic Sharing Between Rotating Radar and Cellular , 2012, IEEE Journal on Selected Areas in Communications.

[86]  H.-J. Zepernick,et al.  On integrated radar and communication systems using Oppermann sequences , 2008, MILCOM 2008 - 2008 IEEE Military Communications Conference.

[87]  Elias Aboutanios,et al.  Towards a dual-function MIMO radar-communication system , 2016, 2016 IEEE Radar Conference (RadarConf).

[88]  Ivan Corretjer,et al.  Integrated Topside - integration of narrowband and wideband array antennas for shipboard communications , 2011, 2011 - MILCOM 2011 Military Communications Conference.

[89]  Bryan Paul,et al.  Survey of RF Communications and Sensing Convergence Research , 2017, IEEE Access.

[90]  Luca Sanguinetti,et al.  Massive MIMO Radar for Target Detection , 2019, IEEE Transactions on Signal Processing.

[91]  Tharmalingam Ratnarajah,et al.  Robust MIMO Beamforming for Cellular and Radar Coexistence , 2016, IEEE Wireless Communications Letters.

[92]  Daniel W. Bliss,et al.  Cooperative radar and communications signaling: The estimation and information theory odd couple , 2014, 2014 IEEE Radar Conference.

[93]  Athina P. Petropulu,et al.  Optimum Co-Design for Spectrum Sharing between Matrix Completion Based MIMO Radars and a MIMO Communication System , 2015, IEEE Transactions on Signal Processing.

[94]  J. Capon High-resolution frequency-wavenumber spectrum analysis , 1969 .

[95]  Moeness G. Amin,et al.  Spatial Filtering for Wall-Clutter Mitigation in Through-the-Wall Radar Imaging , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[96]  Christian Sturm,et al.  Waveform Design and Signal Processing Aspects for Fusion of Wireless Communications and Radar Sensing , 2011, Proceedings of the IEEE.

[97]  Christos Masouros,et al.  Exploiting Known Interference as Green Signal Power for Downlink Beamforming Optimization , 2015, IEEE Transactions on Signal Processing.

[98]  Hai Lin,et al.  High-Mobility Wideband Massive MIMO Communications: Doppler Compensation, Analysis and Scaling Laws , 2018, IEEE Transactions on Wireless Communications.

[99]  Xiaojing Huang,et al.  Multibeam for Joint Communication and Radar Sensing Using Steerable Analog Antenna Arrays , 2018, IEEE Transactions on Vehicular Technology.

[100]  Hugh Griffiths,et al.  An Introduction to Passive Radar , 2017 .

[101]  Thomas Viklands Algorithms for the Weighted Orthogonal Procrustes Problem and other Least Squares Problems , 2006 .

[102]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[103]  J. Y. Choe,et al.  Overview of advanced multifunction RF system (AMRFS) , 2000, Proceedings 2000 IEEE International Conference on Phased Array Systems and Technology (Cat. No.00TH8510).

[104]  Christos Masouros,et al.  Interfering Channel Estimation in Radar-Cellular Coexistence: How Much Information Do We Need? , 2018, IEEE Transactions on Wireless Communications.

[105]  Rui Zhang,et al.  Multi-User Millimeter Wave MIMO With Full-Dimensional Lens Antenna Array , 2016, IEEE Transactions on Wireless Communications.

[106]  Lajos Hanzo,et al.  MU-MIMO Communications With MIMO Radar: From Co-Existence to Joint Transmission , 2017, IEEE Transactions on Wireless Communications.

[107]  Antonio De Maio,et al.  Intrapulse radar-embedded communications via multiobjective optimization , 2015, IEEE Transactions on Aerospace and Electronic Systems.

[108]  Yanyong Zhang,et al.  The Case for Efficient and Robust RF-Based Device-Free Localization , 2016, IEEE Transactions on Mobile Computing.

[109]  Jian Li,et al.  On Probing Signal Design For MIMO Radar , 2006, IEEE Transactions on Signal Processing.

[110]  Jian Li,et al.  MIMO Radar with Colocated Antennas , 2007, IEEE Signal Processing Magazine.

[111]  E.R. Brown,et al.  Ultra-Wideband Multifunctional Communications/Radar System , 2007, IEEE Transactions on Microwave Theory and Techniques.

[112]  Luca Venturino,et al.  Opportunistic Radar in IEEE 802.11ad Networks , 2018, IEEE Transactions on Signal Processing.

[113]  A.F. Molisch,et al.  Variable-phase-shift-based RF-baseband codesign for MIMO antenna selection , 2005, IEEE Transactions on Signal Processing.

[114]  R. O. Schmidt,et al.  Multiple emitter location and signal Parameter estimation , 1986 .

[115]  W. Habicht,et al.  The advanced multifunction RF concept , 2005, IEEE Transactions on Microwave Theory and Techniques.

[116]  N. Levanon,et al.  RADAR SIGNALS , 2013 .

[117]  Fred Daum,et al.  MIMO radar: Snake oil or good idea? , 2008, 2009 International Waveform Diversity and Design Conference.

[118]  S D Blunt,et al.  Intrapulse Radar-Embedded Communications , 2010, IEEE Transactions on Aerospace and Electronic Systems.

[119]  Mathini Sellathurai,et al.  On MIMO Radar Subarrayed Transmit Beamforming , 2012, IEEE Transactions on Signal Processing.

[120]  Lingyang Song,et al.  Cellular UAV-to-X Communications: Design and Optimization for Multi-UAV Networks , 2018, IEEE Transactions on Wireless Communications.

[121]  Fredrik Tufvesson,et al.  5G mmWave Positioning for Vehicular Networks , 2017, IEEE Wireless Communications.

[122]  Rui Zhang,et al.  Wireless communications with unmanned aerial vehicles: opportunities and challenges , 2016, IEEE Communications Magazine.

[123]  Diogo Branquinho Ramos,et al.  Developing a distributed real-time monitoring system to track UAVS , 2008 .

[124]  Robert W. Heath,et al.  Millimeter-Wave Vehicular Communication to Support Massive Automotive Sensing , 2016, IEEE Communications Magazine.

[125]  Sophie Keller Fundamentals Of Statistical Processing Vol I Estimation Theory , 2016 .

[126]  D Garmatyuk,et al.  Multifunctional Software-Defined Radar Sensor and Data Communication System , 2011, IEEE Sensors Journal.

[127]  Robert W. Heath,et al.  Radar aided beam alignment in MmWave V2I communications supporting antenna diversity , 2016, 2016 Information Theory and Applications Workshop (ITA).

[128]  Shannon D. Blunt,et al.  Performance Characteristics and Metrics for Intra-Pulse Radar-Embedded Communication , 2011, IEEE Journal on Selected Areas in Communications.

[129]  Luís B. Almeida,et al.  The fractional Fourier transform and time-frequency representations , 1994, IEEE Trans. Signal Process..

[130]  Marco Lops,et al.  Joint Design of Overlaid Communication Systems and Pulsed Radars , 2017, IEEE Transactions on Signal Processing.

[131]  Thomas Kailath,et al.  ESPRIT-estimation of signal parameters via rotational invariance techniques , 1989, IEEE Trans. Acoust. Speech Signal Process..