Active RIS-Aided ISAC Systems: Beamforming Design and Performance Analysis

被引:43
|
作者
Yu, Zhiyuan [1 ]
Ren, Hong [1 ]
Pan, Cunhua [1 ]
Zhou, Gui [2 ]
Wang, Boshi [1 ]
Dong, Mianxiong [3 ]
Wang, Jiangzhou [4 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 211189, Peoples R China
[2] Friedrich Alexander Univ Erlangen Nurnberg FAU, Inst Digital Commun, D-91054 Erlangen, Germany
[3] Muroran Inst Technol, Dept Sci & Informat, Muroran 0500071, Japan
[4] Univ Kent, Sch Engn, Canterbury CT2 7NT, England
基金
中国国家自然科学基金;
关键词
Sensors; Radar; Interference; Signal to noise ratio; Array signal processing; Radar antennas; Quality of service; Reconfigurable intelligent surface (RIS); intelligent reflecting surface (IRS); active RIS; integrated sensing and communication (ISAC); dual-function radar-communication (DFRC); RESOURCE-ALLOCATION; MIMO COMMUNICATIONS; COMMUNICATION; RADAR; COEXISTENCE; CHUNK;
D O I
10.1109/TCOMM.2023.3332856
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
This paper considers an active reconfigurable intelligent surface (RIS)-aided integrated sensing and communication (ISAC) system. We aim to maximize radar signal-to-interference-plus-noise-ratio (SINR) by jointly optimizing the beamforming matrix at a dual-function radar-communication (DFRC) base station (BS) and the reflecting coefficients at an active RIS subject to the quality of service (QoS) constraints of communication user equipments (UEs) and the transmit power constraints of active RIS and DFRC BS. To tackle the optimization problem, the majorization-minimization (MM) algorithm is applied to address the nonconvex radar SINR objective function, and the resulting quartic problem is solved by developing an semidefinite relaxation (SDR)-based approach. Moreover, we derive the scaling order of the radar SINR with a large number of reflecting elements. Next, the transmit power allocation problem and the deployment strategy of the active RIS are studied with a moderate number of reflecting elements. Finally, we validate the potential of the active RIS in ISAC systems compared to passive RIS. Additionally, we deliberate on several open problems that remain for future research.
引用
收藏
页码:1578 / 1595
页数:18
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