SNR/CRB-Constrained Joint Beamforming and Reflection Designs for RIS-ISAC Systems

被引:17
作者
Liu, Rang [1 ,2 ]
Li, Ming [1 ]
Liu, Qian [3 ]
Lee Swindlehurst, A. [2 ]
机构
[1] Dalian Univ Technol, Sch Informat & Commun Engn, Dalian 116024, Peoples R China
[2] Univ Calif Irvine, Ctr Pervas Commun & Comp, Irvine, CA 92697 USA
[3] Minist Educ Comp & Cognit Intelligence, Key Lab, Dalian 116024, Peoples R China
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
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.
引用
收藏
页码:7456 / 7470
页数:15
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