Joint Beamforming for RIS-Assisted Integrated Sensing and Communication Systems

被引:2
|
作者
Xu, Yongqing [1 ]
Li, Yong [1 ]
Zhang, J. Andrew [2 ,3 ]
Renzo, Marco Di [4 ]
Quek, Tony Q. S. [5 ,6 ]
机构
[1] Beijing Univ Posts & Telecommun, Key Lab Universal Wireless Commun, Beijing 100876, Peoples R China
[2] Univ Technol Sydney UTS, Global Big Data Technol Ctr GBDTC, Sydney, NSW 2007, Australia
[3] Univ Technol Sydney UTS, Sch Elect & Data Engn, Sydney, NSW 2007, Australia
[4] Univ Paris Saclay, CNRS, Lab Signaux & Syst, Cent Supelec, F-91192 Gif Sur Yvette, France
[5] Singapore Univ Technol & Design, Singapore 487372, Singapore
[6] Yonsei Univ, Yonsei Frontier Lab, Seoul 03722, South Korea
关键词
Radar; Sensors; Array signal processing; Optimization; Measurement; Estimation; Signal processing algorithms; Integrated sensing and communication; reconfigurable intelligent surface; radar mutual information; beamforming; manifold optimization; RECONFIGURABLE INTELLIGENT SURFACES; WAVE-FORM DESIGN; MIMO RADAR; CHANNEL ESTIMATION; OPTIMIZATION; INFORMATION; STATE; TRANSMISSION;
D O I
10.1109/TCOMM.2023.3344143
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
Integrated sensing and communications (ISAC) is an emerging technique for the next generation of communication systems. However, due to multiple performance metrics used for communication and sensing, the limited number of degrees-of-freedom (DoF) in optimizing ISAC systems poses a challenge. Reconfigurable intelligent surfaces (RISs) can introduce new DoF for beamforming in ISAC systems, thereby enhancing the performance of communication and sensing simultaneously. In this paper, we propose two optimization techniques for beamforming in RIS-assisted ISAC systems. The first technique is an alternating optimization (AO) algorithm based on the semidefinite relaxation (SDR) method and a one-dimension iterative (ODI) algorithm, which can maximize the radar mutual information (MI) while imposing constraints on the communication rates. The second technique is an AO algorithm based on the Riemannian gradient (RG) method, which can maximize the weighted ISAC performance metrics. Simulation results verify the effectiveness of the proposed schemes. The AO-SDR-ODI method is shown to achieve better communication and sensing performance, than the AO-RG method, at a higher complexity. It is also shown that the mean-squared-error (MSE) of the estimates of the sensing parameters decreases as the radar MI increases.
引用
收藏
页码:2232 / 2246
页数:15
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