Must-Reading Papers on Integrated Sensing and Communications (ISAC)

Other Terms : Joint Radar Communications (JRC) / Joint Communication and Radar Sensing (JCAS) / Dual-Functional Radar Communications (DFRC)

Definition: A design paradigm and corresponding enabling technologies, in which sensing and comms systems are integrated to efficiently utilize congested wireless/hardware resources, and even to pursue mutual benefits.

Aims: include reproducible codes, good papers and a research libary.

Contributed by Yuanhao Cui, BUPT, and Fan Liu, SUSTech

Supported by IEEE ComSoc ISAC Emerging Technology Inititive (ETI) & IEEE SPS ISAC Technical Working Group (TWG)

Content

1. Surveys and Tutorials

1.1 Basic Concept

1. Integrated Sensing and Communications: Towards Dual-functional Wireless Networks for 6G and Beyond. IEEE JSAC, 2022. Journal.

   F. Liu, Y. Cui, C. Masouros, J. Xu, T. X. Han, Y. C. Eldar, S. Buzzi

2. Integrating Sensing and Communications for Ubiquitous IoT: Applications, Trends and Challenges. IEEE Network, 2021. Magazine.

   Y. Cui, F. Liu, X. Jing, J. Mu

3. Joint Radar and Communication Design: Applications, State-of-the-Art, and the Road Ahead. IEEE TCOM, 2020. Journal. Code

   F. Liu, C. Masouros, A. P. Petropulu, H. Griffiths, L. Hanzo

4. Waveform Design and Signal Processing Aspects for Fusion of Wireless Communications and Radar Sensing. Proceedings of the IEEE, 2011. Magazine.

   C. Sturm, W. Wiesbeck

5. Seventy Years of Radar and Communications: The road from separation to integration. IEEE SPM, 2023.Magazine.

   F. Liu, L. Zheng, Y. Cui, C. Masouros, A. P. Petropulu, H. Griffiths, Y. C. Eldar

6. Dual-Function Radar Communication Systems: A Solution to the Spectrum Congestion Problem. IEEE SPM, 2019. Magazine.

   A. Hassanien, M. G. Amin, E. Aboutanios, B. Himed

7. Radar-Communications Convergence: Coexistence, Cooperation, and Co-Design. IEEE TCCN, 2017. Journal

   A. R. Chiriyath, B. Paul, D. W. Bliss

1.2 Signal Processing

1. An Overview of Signal Processing Techniques for Joint Communication and Radar Sensing. IEEE JSTSP, 2021. Journal.

   J. A. Zhang, F. Liu, C. Masouros, R. W. Heath, Z. Feng, L. Zhang, A. Petropulu

2. Toward Millimeter-Wave Joint Radar Communications: A Signal Processing Perspective. IEEE SPM, 2019. Magazine.

   K. V. Mishra, M. R. Bhavani Shankar, V. Koivunen, B. Ottersten, S. A. Vorobyov

3. Joint Radar-Communications Strategies for Autonomous Vehicles Combining Two Key Automotive Technologies. IEEE SPM, 2020. Magazine.

   D. Ma, N. Shlezinger, T. Huang, Y. Liu, Y. C. Eldar

4. Signaling Strategies for Dual-function Radar Communications: An Overview. IEEE AESM, 2016. Magazine.

   A. Hassanien, M. G. Amin, Y. D. Zhang, F. Ahmad

5. Radar and Communication Coexistence: An Overview: A Review of Recent Methods. IEEE SPM, 2019. Magazine.

   L. Zheng, M. Lops, Y. C. Eldar, X. Wang

6. MIMO Radar for Advanced Driver-Assistance Systems and Autonomous Driving: Advantages and Challenges. IEEE SPM, 2020. Magazine.

   S. Sun, A. P. Petropulu, H. V. Poor

7. Survey of RF Communications and Sensing Convergence Research. IEEE ACCESS, 2016. Journal.

   B. Paul, A. R. Chiriyath, D. W. Bliss

1.3 Communication and Networking

1. Enabling Joint Communication and Radio Sensing in Mobile Networks--A Survey. IEEE COMST, 2022. Journal.

   J. Zhang, Md. Rahman, K. Wu, X. Huang, Y. Guo, S. Chen, J. Yuan

2. A Tutorial on Joint Radar and Communication Transmission for Vehicular Networks - Part I, II, and III. IEEE COMML, 2020. Letter, Letter, Letter.

   F. Liu, C. Masouros

3. Perceptive Mobile Network: Cellular Networks With Radio Vision via Joint Communication and Radar Sensing. IEEE VTM, 2020. Magazine.

   A. Zhang, M. L. Rahman, X. Huang, Y. J. Guo, S. Chen, R. W. Heath

4. Leveraging Sensing at the Infrastructure for mmWave Communication. IEEE COMMAG, 2020. Magazine.

   A. Ali, N. Gonzalez-Prelcic, R. W. Heath, A. Ghosh

5. Internet of Radars: Sensing versus Sending with Joint Radar-Communications. IEEE COMMAG, 2020. Magazine.

   O. B. Akan, M. Arik

6. Full Duplex Radio/ Radar Technology: The Enabler for Advanced Joint Communication and Sensing. IEEE WCM, 2021. Magazine.

   C. B. Barneto, S. D. Liyanaarachchi, M. Heino, T. Riihonen, M. Valkama

7. Communications and Sensing: An Opportunity for Automotive Systems. IEEE SPM, 2020. Magazine

   R. W. Heath

1.4 Mobile Computing

1. WiFi Sensing with Channel State Information: A Survey. ACM CSUR, 2019. Journal.

   Y. Ma, G. Zhou, S. Wang

2. Wireless Sensing for Human Activity: A Survey. IEEE COMST, 2019. Journal

   J. Liu, H. Liu, Y. Chen, Y. Wang, C. Wang

3. Future Millimeter-Wave Indoor Systems: A Blueprint for Joint Communication and Sensing. IEEE Computer, 2019. Magazine

   M. Alloulah, H. Huang

4. Joint Design of Sensing and Communication Systems for Smart Homes. IEEE Network, 2020. Magazine

   Q. Huang, H. Chen, Q. Zhang

5. Device-Free Wireless Sensing: Challenges, Opportunities, and Applications. IEEE Network, 2018. Magazine

   J. Wang, Q. Gao, M. Pan, Y. Fang

2. Fundamental Theory and Performance Analysis

1. **On the Fundamental Tradeoff of Integrated Sensing and Communications Under Gaussian Channels.Journal

   Y. Xiong, F. Liu, Y. Cui, W. Yuan, T. X. Han, G. Caire

2. Joint State Sensing and Communication: Optimal Tradeoff for a Memoryless Case. IEEE ISIT, 2018. Conference

   M. Kobayashi, G. Caire, G. Kramer

3. Joint Sensing and Communication over Memoryless Broadcast Channels. IEEE ISIT, 2020. Conference

   M.Ahmadipour, M.Wigger, M. Kobayashi

4. A Survey on Fundamental Limits of Integrated Sensing and Communication. Arxiv, 2021. Journal

   A. Liu, Z. Huang, M. Li, Y. Wan, W. Li, T. X. Han, C. Liu, R. Du, D. T. K. Ping, J. Liu, Y. Shen, F. Colone, K. Chetty

5. Joint Transmission and State Estimation: A Constrained Channel Coding Approach. IEEE TIT, 2011. Journal

   W. Zhang, S. Vedantam, U. Mitra

6. Inner Bounds on Performance of Radar and Communications Co-Existence. IEEE TSP, 2016. Journal

   A. R. Chiriyath, B. Paul, G. M. Jacyna, D. W. Bliss

7. On the Capacity of the AWGN Channel With Additive Radar Interference. IEEE TCOM, 2017. Journal

   S. Shahi, D. Tuninetti, N. Devroye

8. Performance Gains From Cooperative MIMO Radar and MIMO Communication Systems. IEEE SPL, 2018. Letter

   Q. He, Z. Wang, J. Hu, R. S. Blum

9. A Perspective on Degrees of Freedom for Radar in Radar-Communication Interference Channel. IEEE ACSSC, 2018. Conference

   Y. Cui, V. Koivunen, X. Jing

10. Performance Tradeoffs of Joint Radar-Communication Networks. IEEE WCL, 2018. Letter

    P. Ren, A. Munari, M. Petrova

11. Analysis of An LTE Waveform for Radar Applications. IEEE RADAR, 2014. Conference

    A. Evers, J. A. Jackson

12. Performance Tradeoff in a Unified Passive Radar and Communications System. IEEE SPL, 2017. Journal

    B. K. Chalise, M. G. Amin, B. Himed

13. Massive MIMO Radar for Target Detection. IEEE TSP, 2020. Journal

    S. Fortunati, L. Sanguinetti, F. Gini, M. S. Greco, B. Himed

14. The Shannon Channel Capacity of A Radar System. IEEE ACSSC, 2003. Conference

    P. Bidigare

3. Signal Processing - Communication Centric

3.1 Standardized Waveform

1. IEEE 802.11ad-Based Radar: An Approach to Joint Vehicular Communication-Radar System. IEEE TVT, 2017. Journal

   P. Kumari, J. Choi, N. González-Prelcic, R. W. Heath

2. Full-Duplex OFDM Radar With LTE and 5G NR Waveforms: Challenges, Solutions, and Measurements. IEEE TMTT, 2019. Journal

   C. B. Barneto, T. Riihonen, M. Turunen, L. Anttiila, M. Fleischer, K. Stadius, J. Ryynanen, M, Valkama

3. Optimized Waveforms for 5G–6G Communication with Sensing: Theory, Simulations and Experiments. IEEE TWC, 2021. Journal

   S. D. Liyanaarachchi, T. Riihonen, C. B. Barneto, M. Valkama

4. LoRadar: Enabling Concurrent Radar Sensing and LoRa Communication. IEEE TMC, 2020. Journal

   Q. Huang, Z. Luo, J. Zhang, W. Wang, Q. Zhang

3.2 Transceiver Design

1. Uplink Sensing in Perceptive Mobile Networks with Asynchronous Transceivers. IEEE TSP, 2020. Journal

   Z. Ni, J. A. Zhang, X. Huang, K. Yang, J. Yuan

2. A mmWave Automotive Joint Radar-Communications System. IEEE TAES, 2019. Journal

   S. H. Dokhanchi, B. S. Mysore, K. V. Mishra, B. Ottersten

3. Multifunctional Transceiver for Future Radar Sensing and Radio Communicating Data-Fusion Platform. IEEE ACCESS, 2016. Journal

   J. Moghaddasi, K. Wu

4. Transmit Sequence Design for Dual-Function Radar-Communication System With One-Bit DACs. IEEE TWC, 2021. Journal

   Z. Cheng, S. Shi, Z. He, B. Liao

5. A Dual-Functional Massive MIMO OFDM Communication and Radar Transmitter Architecture. IEEE TVT, 2020. Journal

   M. Temiz, E. Alsusa, M. W. Baidas

6. Hybrid Beamforming for Multi-carrier Dual-Function Radar-Communication System. IEEE TCCN, 2021. Journal

   Z. Cheng, Z. He, B. Liao

7. Multifunctional Transceiver for Future Intelligent Transportation Systems. IEEE TMTT, 2011. Journal

   L. Han, K. Wu

8. RF Front-End Challenges for Joint Communication and Radar Sensing. IEEE JC&S, 2021. Conference

   F. Bozorgi, P. Sen, A. N. Barreto, G. Fettweis

3.3 Infrastracture Enhancement

1. Leveraging Sensing at the Infrastructure for mmWave Communication. IEEE COMMAG, 2020. Magazine

   A. Ali, N. Gonzalez-Prelcic, R. W. Heath, A. Ghosh

2. Framework for a Perceptive Mobile Network Using Joint Communication and Radar Sensing. IEEE TAES, 2019. Journal

   M. L. Rahman, J. A. Zhang, X. Huang, Y. J. Guo, R. W. Heath

3. Radar-assisted Predictive Beamforming for Vehicular Links: Communication Served by Sensing. IEEE TWC, 2021. Journal

   F. Liu, W. Yuan, C. Masouros, J. Yuan

4. Bayesian Predictive Beamforming for Vehicular Networks: A Low-Overhead Joint Radar-Communication Approach. IEEE TWC, 2021. Journal

   W. Yuan, F. Liu, C. Masouros, J. Yuan, D. W. K. Ng, N. González-Prelcic

5. Passive Radar at the Roadside Unit to Configure Millimeter Wave Vehicle-to-Infrastructure Links. IEEE TVT, 2020. Journal

   A. Ali, N. González-Prelcic, A. Ghosh

6. Toward Environment-Aware 6G Communications via Channel Knowledge Map. IEEE WCM, 2021. Journal

   Y. Zeng, X. Xu

7. Radar Aided Beam Alignment in MmWave V2I Communications Supporting Antenna Diversity. IEEE ITA, 2017. Conference

   N. González-Prelcic, R. Méndez-Rial, R. W. Heath

3.4 Resource and Interference Management

1. MU-MIMO Communications With MIMO Radar: From Co-Existence to Joint Transmission. IEEE TWC, 2018. Journal.Code

   F. Liu, C. Masouros, A. Li, H. Sun, L. Hanzo

2. Mutual Information based Radar Waveform Design for Joint Radar and Cellular Communication Systems. IEEE ICASSP, 2016. Conference

   M. Bică, K. Huang, V. Koivunen, U. Mitra

3. Joint Subcarrier Assignment and Power Allocation Strategy for Integrated Radar and Communications System Based on Power Minimization. IEEE Sensor Journal, 2019. Journal

   C. Shi, F. Wang, S. Salous, J. Zhou

4. Power Allocation and Co-Design of Multicarrier Communication and Radar Systems for Spectral Coexistence. IEEE TSP, 2019. Journal

   F. Wang, H. Li, M. A. Govoni

5. Radar Waveform Optimization for Target Parameter Estimation in Cooperative Radar-Communications Systems. IEEE TAES, 2018. Journal

   M. Bică, V. Koivunen

6. Multicarrier Radar-communications Waveform Design for RF Convergence and Coexistence. IEEE ICASSP, 2019. Conference

   M. Bică, V. Koivunen

7. On Mutual Interference Cancellation in a MIMO OFDM Multiuser Radar-Communication Network. IEEE TVT, 2017. Journal

   Y. L. Sit, B. Nuss, T. Zwick

8. Constrained Utility Maximization in Dual-Functional Radar-Communication Multi-UAV Networks. IEEE TCOM, 2020. Journal

   X. Wang, Z. Fei, J. Andrew Zhang, J. Huang, J. Yuan

9. Distributed Dual-Function Radar-Communication MIMO System with Optimized Resource Allocation. IEEE RadarConf, 2019. Journal

   A. Ahmed, Y. D. Zhang, B. Himed

10. Low Probability of Intercept-Based Optimal Power Allocation Scheme for an Integrated Multistatic Radar and Communication System. IEEE Sensor Journal, 2019. Journal

    C. Shi, F. Wang, M. Sellathurai, J. Zhou, S. Salous

11. Resource Allocation for a Wireless Powered Integrated Radar and Communication System. IEEE WCL, 2018. Letter

    Y. Zhou, H. Zhou, F. Zhou, Y. Wu, V. C. M. Leung

12. Bandwidth Sharing and Scheduling for Multimodal Radar with Communications and Tracking. IEEE SAM, 2012. Conference

    S. S. Bhat, R. M. Narayanan, M. Rangaswamy

4. Signal Processing - Sensing Centric

4.1 Waveform Design

1. Dual-Function Radar-Communications: Information Embedding Using Sidelobe Control and Waveform Diversity. IEEE TSP, 2015. Journal

   A. Hassanien, M. G. Amin, Y. D. Zhang, F. Ahmad

2. Simultaneous Radar and Communications Emissions from a Common Aperture, Part I,II. IEEE RadarConf, 2017. Conference, Conference

   P. M. McCormick, S. D. Blunt, J. G. Metcalf

3. MAJoRCom: A Dual-Function Radar Communication System Using Index Modulation. IEEE TSP, 2020. Journal

   T. Huang, N. Shlezinger, X. Xu, Y. Liu, Y. C. Eldar

4. Waveform Design and Accurate Channel Estimation for Frequency-Hopping MIMO Radar-Based Communications. IEEE TCOM, 2020. Journal

   K. Wu, J. Andrew Zhang, X. Huang, Y. Jay Guo, R. W. Heath

5. Intrapulse Radar-Embedded Communications. IEEE TAES, 2010. Journal

   S. D. Blunt, P. Yatham, J. Stiles

6. Intrapulse Radar-embedded Communications Via Multiobjective Optimization. IEEE TAES, 2015. Journal

   D. Ciuonzo, A. De Maio, G. Foglia, M. Piezzo

7. A Novel Radar Waveform Compatible with Communication. ICST ICCPS, 2011. Conference

   X. Chen, X. Wang, S. Xu, J. Zhang

8. Spatial Modulation for Joint Radar-Communications Systems: Design, Analysis, and Hardware Prototype. IEEE TVT, 2021. Journal

   D. Ma, N. Shlezinger, T. Huang, Y. Shavit, M. Namer, Y. Liu, Y. C. Eldar

9. Enabling Communication via Automotive Radars: An Adaptive Joint Waveform Design Approach. IEEE INFOCOM, 2020. Conference

   C. D. Ozkaptan, E. Ekici, O. Altintas

10. Reliable Frequency-Hopping MIMO Radar-based Communications with Multi-Antenna Receiver. IEEE TCOM, 2021. Journal

    K. Wu, J. Andrew Zhang, X. Huang, Y. Jay Guo, J. Yuan

11. Fusion of radar sensing and wireless communications by embedding communication signals into the radar transmit waveform. IET RSN, 2018. Journal

    Z. Geng, R. Xu, H. Deng, B. Himed

12. Opportunistic Sharing Between Rotating Radar and Cellular. IEEE JSAC, 2012. Journal

    R. Saruthirathanaworakun, J. M. Peha, L. M. Correia

13. Communications-Inspired Sensing: a Case Study on Waveform Design. IEEE TSP, 2009. Journal

    W. Zhang, L. Yang

4.2 Sensing Data Processing

1. Radar Signal Processing for Elderly Fall Detection: The Future for In-home Monitoring. IEEE SPM, 2016. Magazine

   M. G. Amin, Y. D. Zhang, F. Ahmad, K. C. D. Ho

2. Signal Processing for Passive Radar Using OFDM Waveforms . IEEE JSTSP, 2010. Journal

   C. R. Berger, B. Demissie, J. Heckenbach, P. Willett, S. Zhou

3. Radar Signal Processing for Sensing in Assisted Living: The Challenges Associated With Real-Time Implementation of Emerging Algorithms. IEEE SPM, 2019. Magazine

   J.L. Kernec, F. Fioranelli, C. Ding, H. Zhao, L. Sun, H. Hong, J. Lorandel, O. Romain

5. Signal Processing - Joint Design

1. Toward Dual-functional Radar-Communication Systems: Optimal Waveform Design. IEEE TSP, 2018. Journal.Code

   F. Liu, L. Zhou, C. Masouros, A. Li, W. Luo, A. Petropulu

2. On the Effectiveness of OTFS for Joint Radar Parameter Estimation and Communication. IEEE TWC, 2020. Journal

   L. Gaudio, M. Kobayashi, G. Caire, G. Colavolpe

3. Multibeam for Joint Communication and Radar Sensing Using Steerable Analog Antenna Arrays. IEEE TVT, 2018. Journal

   J. A. Zhang, X. Huang, Y. J. Guo, J. Yuan, R. W. Heath

4. Joint Transmit Beamforming for Multiuser MIMO Communications and MIMO Radar. IEEE TSP, 2020. Journal

   X. Liu, T. Huang, N. Shlezinger, Y. Liu, J. Zhou, Y. C.

5. Adaptive Virtual Waveform Design for Millimeter-Wave Joint Communication–Radar. IEEE TSP, 2019. Journal

   P. Kumari, S. A. Vorobyov, R. W. Heath

6. Adaptive OFDM Integrated Radar and Communications Waveform Design Based on Information Theory. IEEE COMML, 2017. Letter

   Y. Liu, G. Liao, J. Xu, Z. Yang, Y. Zhang

7. Spatio-Temporal Power Optimization for MIMO Joint Communication and Radio Sensing Systems with Training Overhead. IEEE TVT, 2020. Journal

   X. Yuan, Z. Feng, A. Zhang, W. Ni, R. P. Liu, Z. Wei, C. Xu

8. On Unified Vehicular Communications and Radar Sensing in Millimeter-Wave and Low Terahertz Bands. IEEE WCM, 2019. Magazine

   V. Petrov, G. Fodor, J. Kokkoniemi, D. Moltchanov, J. Lehtomaki, S. Andreev, Y. Koucheryavy, M. Juntti, M. Valkama

9. Dual-Use Signal Design for Radar and Communication via Ambiguity Function Sidelobe Control. IEEE TVT, 2020. Journal

   J. Yang, G. Cui, X. Yu, L. Kong

10. Joint MIMO Communication and MIMO Radar Under Different Practical Waveform Constraints. IEEE TVT, 2020. Journal

    X. He, L. Huang

11. Constrained Utility Maximization in Dual-Functional Radar-Communication Multi-UAV Networks. IEEE TCOM, 2020. Journal

    X. Wang, Z. Fei, J. Andrew Zhang, J. Huang, J. Yuan

12. Joint Radar-Communication Waveform Designs Using Signals From Multiplexed Users. IEEE TCOM, 2020. Journal

    N. Cao, Y. Chen, X. Gu, W. Feng

13. Low-Complexity Beamformer Design for Joint Radar and Communications Systems. IEEE COMML, 2020. Letter

    F. Dong, W. Wang, Z. Hu, T. Hui

14. Joint Beamforming Design for Extended Target Estimation and Multiuser Communication. IEEE RadarConf, 2020. Conference

    F. Liu, C. Masouros

15. iRDRC: An Intelligent Real-time Dual-functional Radar-Communication System for Automotive Vehicles. IEEE WCL, 2020. Letter

    N. Q. Hieu, D. T. Hoang, N. C. Luong, D. Niyato

16. Joint Radar-Communication With Cyclic Prefixed Single Carrier Waveforms. IEEE TVT, 2020. Journal

    Y. Zeng, Y. Ma, S. Sun

17. Constrained Waveform Design for Dual-Functional MIMO Radar-Communication System. SP, 2020. Journal

    S. Shi ,Z. Wang ,Z. He, Z. Cheng

18. Integrated Radar and Communication Waveform Design Based on a Shared Array. SP, 2020. Journal

    M. Jiang, G. Liao, Z. Yang, Y. Liu, Y. Chen

19. Co-design of Joint Radar and Communications Systems utilizing Frequency Hopping Code Diversity. IEEE RadarConf, 2019. Conference

    X. Wang, J. Xu

20. Dual-Functional Radar Waveforms without Remodulation. IEEE RADAR, 2019. Conference

    Y. Dong, G. A. Fabrizio, M. G. Amin

6. Networking

6.1 Radar Networking

1. Evolution of Netted Radar Systems. IEEE Access, 2020. Journal

   Z. Geng

2. Multistatic Radar Placement Optimization for Cooperative Radar-Communication Systems. IEEE COMML, 2018. Letter

   M. Ben Kilani, G. Gagnon, F. Gagnon

3. Stochastic Geometry Methods for Modeling Automotive Radar Interference. IEEE TITS, 2017. Journal

   A. Al-Hourani, R. J. Evans, S. Kandeepan, B. Moran, H. Eltom

4. IEEE 802.22 Passive Radars: Multistatic Detection and Velocity Profiler. IEEE TAES, 2016. Journal

   P. Stinco, M. S. Greco, F. Gini, B. Himed

5. A Neighbor Discovery Algorithm in Network of Radar and Communication Integrated System. IEEE CSE, 2015. Conference

   J. Li, L. Peng, Y. Ye, R. Xu, W. Zhao, C. Tian

6. Detection in Passive MIMO Radar Networks. IEEE TSP, 2014. Journal

   D. E. Hack, L. K. Patton, B. Himed, M. A. Saville

6.2 Sensor Networking

1. Wireless sensor networks: a survey. Computer networks. Computer Networks, 2002. Journal

   I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, E. Cayirci

2. Fundamental Limits of Wideband Localization— Part I, II. IEEE TIT, 2010. Journal1. Journal2

   Y. Shen, H. Wymeersch, M. Win

6.3 ISAC Networking

1. RadChat: Spectrum Sharing for Automotive Radar Interference Mitigation. IEEE TITS, 2021. Journal

   C. Aydogdu, M. F. Keskin, N. Garcia, H. Wymeersch, D. W. Bliss

2. Sensing and Communication Co-Design for Status Update in Multiaccess Wireless Networks. IEEE TMC, 2021. Journal

   F. Peng, Z. Jiang, S. Zhou, Z. Niu, S. Zhang

7. Specturm Sharing

1. Optimum Co-Design for Spectrum Sharing between Matrix Completion Based MIMO Radars and a MIMO Communication System. IEEE TSP, 2016. Journal

   B. Li, A. P. Petropulu, W. Trappe

2. Joint Design of Overlaid Communication Systems and Pulsed Radars. IEEE TSP, 2017. Journal

   L. Zheng, M. Lops, X. Wang, E. Grossi

3. MIMO Radar and Cellular Coexistence: A Power-Efficient Approach Enabled by Interference Exploitation. IEEE TSP, 2018. Journal

   F. Liu, C. Masouros, A. Li, T. Ratnarajah, J. Zhou

4. Cognitive Radar: A Way of the Future. IEEE SPM, 2006. Journal

   S. Haykin

5. Radar Spectrum Engineering and Management: Technical and Regulatory Issues. Proceedings of the IEEE, 2014. Magazine

   H. Griffiths, L. Cohen, S. Watts, E, Mokole, C. Baker, M. Wicks, S. Blunt.

6. Co-Design for Overlaid MIMO Radar and Downlink MISO Communication Systems via Cramér–Rao Bound Minimization. IEEE TSP, 2019. Journal

   Z. Cheng, B. Liao, S. Shi, Z. He, J. Li

7. Joint Transmit Designs for Coexistence of MIMO Wireless Communications and Sparse Sensing Radars in Clutter. IEEE TAES, 2017. Journal

   B. Li, A. P. Petropulu

8. Joint System Design for Coexistence of MIMO Radar and MIMO Communication. IEEE TSP, 2018. Journal

   J. Qian, M. Lops, Le Zheng, X. Wang, Z. He

9. Opportunistic Sharing Between Rotating Radar and Cellular. IEEE JSAC, 2012. Journal

   R. Saruthirathanaworakun, J. M. Peha, L. M. Correia

10. Mutual Information based Radar Waveform Design for Joint Radar and Cellular Communication Systems. IEEE ICASSP, 2016. Conference

    M. Bica, K. Huang, V. Koivunen, U. Mitra

11. Spectral Coexistence of MIMO Radar and MIMO Cellular System. IEEE TAES, 2017. Journal

    J. A. Mahal, A. Khawar, A. Abdelhadi, T. C. Clancy

12. Adaptive Interference Removal for Uncoordinated Radar/Communication Coexistence. IEEE JSTSP, 2017. Journal

    L. Zheng, M. Lops, X. Wang

13. Joint Design of Surveillance Radar and MIMO Communication in Cluttered Environments. IEEE TSP, 2020. Journal

    E. Grossi, M. Lops, L. Venturino

14. Interference Alignment Based Precoder-Decoder Design for Radar Communication Co-existence. IEEE ACSSC, 2018. Conference

    Y. Cui, V. Koivunen, X. Jing

15. Information Theoretic Approach for Waveform Design in Coexisting MIMO Radar and MIMO Communications. IEEE ICASSP, 2020. Conference

    M. Alaee-Kerharoodi, S. M. R. Bhavani, K. V. Mishra and B. Ottersten

16. Multi-constraint Spectral Co-design for Colocated MIMO Radar and MIMO Communications. IEEE ICASSP, 2020. Conference

    S. H. Dokhanchi, M. R. Bhavani Shankar, K. V. Mishra, B. Ottersten

17. Communications and Radar Coexistence in the Massive MIMO Regime: Uplink Analysis. IEEE TWC, 2019. Journal

    C. D’Andrea, S. Buzzi, M. Lops

18. Interference Removal for Radar/Communication Co-Existence: The Random Scattering Case. IEEE TWC, 2019. Journal

    Y. Li, L. Zheng, M. Lops, X. Wang

19. Power Allocation and Co-Design of Multicarrier Communication and Radar Systems for Spectral Coexistence. IEEE TSP, 2019. Journal

    F. Wang, H. Li, M. A. Govoni

8. Mobile Computing - WiFi Sensing

8.1 Human Activity Recognition

1. We Can Hear You with Wi-Fi!. IEEE TMC, 2016. Journal

   G. Wang, Y. Zou, Z. Zhou, K. Wu, L. M. Ni

2. WiFall: Device-Free Fall Detection by Wireless Networks. IEEE TMC, 2016. Journal

   Y. Wang, K. Wu, L. M. Ni

3. Recognizing Keystrokes Using WiFi Devices. IEEE JSAC, 2017. Journal

   YK. Ali, A. X. Liu, W. Wang, M. Shahzad

4. Device-Free Human Activity Recognition Using Commercial WiFi Devices. IEEE JSAC, 2017. Journal

   W. Wang, A. X. Liu, M. Shahzad, K. Ling, S. Lu

5. Toward Centimeter-Scale Human Activity Sensing with Wi-Fi Signals. IEEE Computer, 2018. Magazine

   D. Zhang, H. Wang, D. Wu

6. A Survey on Behavior Recognition Using WiFi Channel State Information. IEEE COMMAG, 2017. Journal

   S. Yousefi, H. Narui, S. Dayal, S. Ermon, S. Valaee

8.2 Wireless Imaging

1. See through Walls with WiFi!. MobiCom, 2013. Conference

   A. Fadel, D. Katabi

2. Through-the-Wall Sensing of Personnel Using Passive Bistatic WiFi Radar at Standoff Distances. IEEE TGRS, 2011. Journal

   K. Chetty, G. E. Smith, K. Woodbridge

8.3. Control Flow

1. Coordinated Cognitive Risk Control for Bridging Vehicular Radar and Communication Systems. IEEE TITS, 2020. Journal

   S. Feng, S. Haykin

9. Applications and Demonstrations

9.1 Environmental Monitoring

1. Environmental Monitoring by Wireless Communication Networks. Science, 2006. Magazine

   H. Messer, A. Zinevich, P. Alpert

2. Country-wide rainfall maps from cellular communication networks. PNAS, 2013. Magazine

   A. Overeem, H. Leijnse, R. Uijlenhoet

3. Rain Rate Estimation Using Measurements From Commercial Telecommunications Links. IEEE TSP, 2009. Journal

   O. Goldshtein, H. Messer, A. Zinevich

4. Recurrent Neural Network for Rain Estimation Using Commercial Microwave Links. IEEE TGRS, 2020. Journal

   H. V. Habi, H. Messer

9.2 Multi-Functional Network

1. Vehicular RF Convergence: Simultaneous Radar, Communications, and PNT for Urban Air Mobility and Automotive Applications. IEEE RadarConf, 2020. Conference

   A. Herschfelt, A. Chiriyath, D. W. Bliss, C. D. Richmond, U. Mitra, S. D. Blunt

2. Convergent Communication, Sensing and Localization in 6G Systems: An Overview of Technologies, Opportunities and Challenges. IEEE ACESS, 2021. Journal

   C. De Lima et al.

3. Integrated Sensing, Computation and Communication in B5G Cellular Internet of Things. IEEE TWC, 2021. Journal

   Q. Qi, X. Chen, C. Zhong, Z. Zhang

4. Overview of Naval Multifunction RF Systems. IEEE EURAD, 2018. Conference

   P. W. Moo, D. J. DiFilippo

5. The Advanced Multifunction RF Concept. IEEE TMTT, 2005. Journal

   G. C. Tavik et al.

6. Overview of Advanced Multifunction RF System (AMRFS). IEEE PAST, 2002. Conference

   P. K. Hughes, J. Y. Choe

9.3 Health and Elderly Care

1. Assessment of Medication Self-administration using Artificial Intelligence. Nature Med, 2021. Magazine

   M. Zhao, K. Hoti, H. Wang, A. Raghu, D. Katabi

2. Vital-sign Monitoring and Spatial Tracking of Multiple People using a Contactless Radar-based Sensor. Nature Electronics, 2019. Magazine

   M. Mercuri, I. R. Lorato, Y-H. Liu, F. Wieringa, C. V. Hoof, T. Torfs

3. Radar Signal Processing for Sensing in Assisted Living: The Challenges Associated With Real-Time Implementation of Emerging Algorithms. IEEE SPM, 2019. Magazine

   J.L. Kernec, F. Fioranelli, C. Ding, H. Zhao, L. Sun, H. Hong, J. Lorandel, O. Romain

4. Exploiting WiFi Channel State Information for Residential Healthcare Informatics. IEEE COMMAG, 2018. Magazine

   B. Tan, Q. Chen, K. Chetty, K. Woodbridge, W. Li, R. Piechocki

5. Radar Signal Processing for Elderly Fall Detection: The Future for In-home Monitoring. IEEE SPM, 2016. Magazine

   M. G. Amin, Y. D. Zhang, F. Ahmad, K. C. D. Ho

9.4 Remote Sensing

1. Noncontact Vital Sign Detection With UAV-Borne Radars: An Overview of Recent Advances. IEEE VTM, 2021. Magazine

   Y. Rong, R. Gutierrez, K. V. Mishra, D. W. Bliss

2. First Demonstration of Joint Wireless Communication and High-Resolution SAR Imaging Using Airborne MIMO Radar System. IEEE TGRS, 2019. Journal

   J. Wang, X. Liang, L. Chen, L. Wang, K. Li

9.5 Site-Specified Radio Map

1. Toward Environment-Aware 6G Communications via Channel Knowledge Map. IEEE WCM, 2021. Magazine

   Y. Zeng, X. Xu

9.6 Simultaneous Localization and Mapping

1. Millimeter-wave Mobile Sensing and Environment Mapping: Models, Algorithms and Validation. Arxiv, 2021. Journal

   C. B. Barneto, E. R. Foi, M. F. Keskin, T. Riihonen, M. Turunen, J. Talvitie, H. Wymeersch, M. Valkama

9.7 Security and Privacy

1. Secure Radar-Communication Systems With Malicious Targets: Integrating Radar, Communications and Jamming Functionalities. IEEE TWC, 2020. Journal

   N. Su, F. Liu, C. Masouros

2. Secrecy Rate Optimizations for MIMO Communication Radar. IEEE TAES, 2018. Journal

   A. Deligiannis, A. Daniyan, S. Lambotharan, J. A. Chambers

3. Intrapulse Radar-Embedded Communications. IEEE TAES, 2010. Journal

   S. D. Blunt, P. Yatham, J. Stiles

4. Intrapulse Radar-embedded Communications Via Multiobjective Optimization. IEEE TAES, 2015. Journal

   D. Ciuonzo, A. De Maio, G. Foglia, M. Piezzo

5. On Radar Privacy in Shared Spectrum Scenarios. IEEE ICASSP, 2019. Conference

   A. Dimas, M. A. Clark, B. Li, K. Psounis, A. P. Petropulu

9.8 Demonstrations

1. JCR70: A Low-Complexity Millimeter-Wave Proof-of-Concept Platform for A Fully-Digital MIMO Joint Communication-Radar. IEEE OJVT, 2021. Journal

   P. Kumari, A. Mezghani, R. W. Heath Jr

2. Simultaneous Radar and Communications Emissions from a Common Aperture, Part I,II. IEEE RadarConf, 2017. Conference, Conference

   P. M. McCormick, S. D. Blunt, J. G. Metcalf

3. First Demonstration of Joint Wireless Communication and High-Resolution SAR Imaging Using Airborne MIMO Radar System. IEEE TGRS, 2019. Journal

   J. Wang, X. Liang, L. Chen, L. Wang, K. Li

4. Sensing and Communication Integrated System for Autonomous Driving Vehicles. IEEE InfocomWorkshop, 2020. Conference

   Q. Zhang, H. Sun, Z. Wei, Z. Feng