Radar;
Sensors;
Signal to noise ratio;
Object detection;
Measurement;
Array signal processing;
Radar detection;
Integrated sensing and communication (ISAC);
reconfigurable intelligent surface (RIS);
multi-user multi-input single-output (MU-MISO) communications;
radar signal-to-noise ratio (SNR);
Cram & eacute;
r-Rao bound;
RECONFIGURABLE INTELLIGENT SURFACES;
COMMUNICATION-SYSTEMS;
SIGNAL;
D O I:
10.1109/TWC.2023.3341429
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:
In this paper, we investigate the integration of integrated sensing and communication (ISAC) and reconfigurable intelligent surfaces (RIS) for providing wide-coverage and ultra-reliable communication and high-accuracy sensing functions. In particular, we consider an RIS-assisted ISAC system in which a multi-antenna base station (BS) simultaneously performs multi-user multi-input single-output (MU-MISO) communications and radar sensing with the assistance of an RIS. We focus on both target detection and parameter estimation performance in terms of the signal-to-noise ratio (SNR) and Cram & eacute;r-Rao bound (CRB), respectively. Two optimization problems are formulated for maximizing the achievable sum-rate of the multi-user communications under an SNR constraint for target detection or a CRB constraint for parameter estimation, the transmit power budget, and the unit-modulus constraint of the RIS reflection coefficients. Efficient algorithms are developed to solve these two complicated non-convex problems. We then extend the proposed joint design algorithms to the scenario with imperfect self-interference cancellation. Extensive simulation results demonstrate the advantages of the proposed joint beamforming and reflection designs compared with other schemes. In addition, it is shown that more RIS reflection elements bring larger performance gains for direct-of-arrival (DoA) estimation than for target detection.
机构:
Southern University of Science and Technology, ShenzhenIndian Institute of Science, Department of Electrical and Computer Engineering, Bengaluru
Liu F.
Alexandropoulos G.C.
论文数: 0引用数: 0
h-index: 0
机构:
School of Sciences, National and Kapodistrian University of Athens, Department of Informatics and Telecommunications, AthensIndian Institute of Science, Department of Electrical and Computer Engineering, Bengaluru
Alexandropoulos G.C.
Buzzi S.
论文数: 0引用数: 0
h-index: 0
机构:
University of Cassino and Lazio Meridionale, CassinoIndian Institute of Science, Department of Electrical and Computer Engineering, Bengaluru
Buzzi S.
Eldar Y.C.
论文数: 0引用数: 0
h-index: 0
机构:
Weizmann Institute of Science, Department of Mathematics and Computer Science, RehovotIndian Institute of Science, Department of Electrical and Computer Engineering, Bengaluru
机构:
Univ Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Cent Supelec, Lab Signaux & Syst, F-91192 Gif Sur Yvette, FranceUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Di Renzo, Marco
Zappone, Alessio
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cassino & Lazio Meridionale, Dipartimento Ingn Elettr & Informaz, I-03043 Cassino, ItalyUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Zappone, Alessio
Debbah, Merouane
论文数: 0引用数: 0
h-index: 0
机构:
Huawei France Res & Dev, F-92100 Boulogne Billancourt, FranceUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Debbah, Merouane
Alouini, Mohamed-Slim
论文数: 0引用数: 0
h-index: 0
机构:
King Abdullah Univ Sci & Technol KAUST, Thuwal 23955, Saudi ArabiaUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Alouini, Mohamed-Slim
Yuen, Chau
论文数: 0引用数: 0
h-index: 0
机构:
Singapore Univ Technol & Design SUTD, Singapore 487372, SingaporeUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Yuen, Chau
de Rosny, Julien
论文数: 0引用数: 0
h-index: 0
机构:
CNRS, Inst Langevin, Paris Sci & Lettres, F-75005 Paris, FranceUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
de Rosny, Julien
Tretyakov, Sergei
论文数: 0引用数: 0
h-index: 0
机构:
Aalto Univ, Dept Elect & Nanoengn, Helsinki 02150, FinlandUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
机构:
Southeast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Purple Mt Labs, Nanjing 211111, Peoples R ChinaSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
He, Zhenyao
Xu, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Purple Mt Labs, Nanjing 211111, Peoples R ChinaSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Xu, Wei
Shen, Hong
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R ChinaSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Shen, Hong
Ng, Derrick Wing Kwan
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Ng, Derrick Wing Kwan
Eldar, Yonina C.
论文数: 0引用数: 0
h-index: 0
机构:
Weizmann Inst Sci, Fac Math & Comp Sci, IL-7610001 Rehovot, IsraelSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Eldar, Yonina C.
You, Xiaohu
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Purple Mt Labs, Nanjing 211111, Peoples R ChinaSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
机构:
Univ Paris Saclay, Cent Supelec, F-91192 Gif Sur Yvette, FranceSingapore Univ Technol & Design, Engn Prod Dev EPD Pillar, Singapore 487372, Singapore
Zappone, Alessio
Alexandropoulos, George C.
论文数: 0引用数: 0
h-index: 0
机构:
Huawei Technol France SASU, Math & Algorithm Sci Lab, Paris Res Ctr, F-92100 Boulogne, France
Natl & Kapodistrian Univ Athens, Dept Informat & Telecommun, Athens 15784, GreeceSingapore Univ Technol & Design, Engn Prod Dev EPD Pillar, Singapore 487372, Singapore
Alexandropoulos, George C.
Debbah, Merouane
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Cent Supelec, F-91192 Gif Sur Yvette, France
Huawei Technol France SASU, Math & Algorithm Sci Lab, Paris Res Ctr, F-92100 Boulogne, FranceSingapore Univ Technol & Design, Engn Prod Dev EPD Pillar, Singapore 487372, Singapore
机构:
Southern University of Science and Technology, ShenzhenIndian Institute of Science, Department of Electrical and Computer Engineering, Bengaluru
Liu F.
Alexandropoulos G.C.
论文数: 0引用数: 0
h-index: 0
机构:
School of Sciences, National and Kapodistrian University of Athens, Department of Informatics and Telecommunications, AthensIndian Institute of Science, Department of Electrical and Computer Engineering, Bengaluru
Alexandropoulos G.C.
Buzzi S.
论文数: 0引用数: 0
h-index: 0
机构:
University of Cassino and Lazio Meridionale, CassinoIndian Institute of Science, Department of Electrical and Computer Engineering, Bengaluru
Buzzi S.
Eldar Y.C.
论文数: 0引用数: 0
h-index: 0
机构:
Weizmann Institute of Science, Department of Mathematics and Computer Science, RehovotIndian Institute of Science, Department of Electrical and Computer Engineering, Bengaluru
机构:
Univ Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Cent Supelec, Lab Signaux & Syst, F-91192 Gif Sur Yvette, FranceUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Di Renzo, Marco
Zappone, Alessio
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cassino & Lazio Meridionale, Dipartimento Ingn Elettr & Informaz, I-03043 Cassino, ItalyUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Zappone, Alessio
Debbah, Merouane
论文数: 0引用数: 0
h-index: 0
机构:
Huawei France Res & Dev, F-92100 Boulogne Billancourt, FranceUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Debbah, Merouane
Alouini, Mohamed-Slim
论文数: 0引用数: 0
h-index: 0
机构:
King Abdullah Univ Sci & Technol KAUST, Thuwal 23955, Saudi ArabiaUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Alouini, Mohamed-Slim
Yuen, Chau
论文数: 0引用数: 0
h-index: 0
机构:
Singapore Univ Technol & Design SUTD, Singapore 487372, SingaporeUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
Yuen, Chau
de Rosny, Julien
论文数: 0引用数: 0
h-index: 0
机构:
CNRS, Inst Langevin, Paris Sci & Lettres, F-75005 Paris, FranceUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
de Rosny, Julien
Tretyakov, Sergei
论文数: 0引用数: 0
h-index: 0
机构:
Aalto Univ, Dept Elect & Nanoengn, Helsinki 02150, FinlandUniv Paris Saclay, CNRS, F-91192 Gif Sur Yvette, France
机构:
Southeast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Purple Mt Labs, Nanjing 211111, Peoples R ChinaSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
He, Zhenyao
Xu, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Purple Mt Labs, Nanjing 211111, Peoples R ChinaSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Xu, Wei
Shen, Hong
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R ChinaSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Shen, Hong
Ng, Derrick Wing Kwan
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Ng, Derrick Wing Kwan
Eldar, Yonina C.
论文数: 0引用数: 0
h-index: 0
机构:
Weizmann Inst Sci, Fac Math & Comp Sci, IL-7610001 Rehovot, IsraelSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Eldar, Yonina C.
You, Xiaohu
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
Purple Mt Labs, Nanjing 211111, Peoples R ChinaSoutheast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
机构:
Univ Paris Saclay, Cent Supelec, F-91192 Gif Sur Yvette, FranceSingapore Univ Technol & Design, Engn Prod Dev EPD Pillar, Singapore 487372, Singapore
Zappone, Alessio
Alexandropoulos, George C.
论文数: 0引用数: 0
h-index: 0
机构:
Huawei Technol France SASU, Math & Algorithm Sci Lab, Paris Res Ctr, F-92100 Boulogne, France
Natl & Kapodistrian Univ Athens, Dept Informat & Telecommun, Athens 15784, GreeceSingapore Univ Technol & Design, Engn Prod Dev EPD Pillar, Singapore 487372, Singapore
Alexandropoulos, George C.
Debbah, Merouane
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Cent Supelec, F-91192 Gif Sur Yvette, France
Huawei Technol France SASU, Math & Algorithm Sci Lab, Paris Res Ctr, F-92100 Boulogne, FranceSingapore Univ Technol & Design, Engn Prod Dev EPD Pillar, Singapore 487372, Singapore