Beamforming Analysis and Design for Wideband THz Reconfigurable Intelligent Surface Communications

被引:20
|
作者
Yan, Wencai [1 ]
Hao, Wanming [1 ,2 ]
Huang, Chongwen [3 ,4 ,5 ,6 ]
Sun, Gangcan [1 ]
Muta, Osamu [7 ]
Gacanin, Haris [8 ]
Yuen, Chau [9 ]
机构
[1] Zhengzhou Univ, Sch Elect & Informat Engn, Zhengzhou 450001, Peoples R China
[2] Songshan Lab, Zhengzhou 450018, Peoples R China
[3] Zhejiang Univ, Coll Informat Sci & Elect Engn, Hangzhou 310027, Peoples R China
[4] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
[5] Zhejiang Singapore Innovat & AI Joint Res Lab, Hangzhou 310027, Zhejiang, Peoples R China
[6] Zhejiang Prov Key Lab Informat Proc Commun & Netwo, Hangzhou 310027, Peoples R China
[7] Kyushu Univ, Ctr Japan Egypt Cooperat Sci & Technol, Fukuoka 8190395, Japan
[8] Rhein Westfal TH Aachen, Inst Commun Technol & Embedded Syst, D-52062 Aachen, Germany
[9] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
基金
中国国家自然科学基金;
关键词
THz; beam split; reconfigurable intelligent sur-face; hybrid beamforming; time delay; MASSIVE MIMO; CHANNEL ESTIMATION; MULTIPLE-ACCESS; SYSTEMS; TRACKING;
D O I
10.1109/JSAC.2023.3288235
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
Reconfigurable intelligent surface (RIS)-aided terahertz (THz) communications have been regarded as a promising candidate for future 6G networks because of its ultra-wide bandwidth and ultra-low power consumption. However, there exists the beam split problem, especially when the base station (BS) or RIS owns the large-scale antennas, which may lead to serious array gain loss. Therefore, in this paper, we investigate the beam split and beamforming design problems in the THz RIS communications. Specifically, we first analyze the beam split effect caused by different RIS sizes, shapes and deployments. On this basis, we apply the fully connected time delayer phase shifter hybrid beamforming (FC-TD-PS-HB) architecture at the BS and deploy distributed RISs to cooperatively mitigate the beam split effect. We aim to maximize the achievable sum rate by jointly optimizing the hybrid analog/digital beamforming, time delays at the BS and reflection coefficients at the RISs. To solve the formulated problem, we first design the analog beamforming and time delays based on different RISs' physical directions, and then it is transformed into an optimization problem by jointly optimizing the digital beamforming and reflection coefficients. Next, we propose an alternatively iterative optimization algorithm to deal with it. Specifically, for given the reflection coefficients, we propose an iterative algorithm based on the minimum mean square error technique to obtain the digital beamforming. After, we apply Lagrangian dual reformulation (LDR) and multidimensional complex quadratic transform (MCQT) methods to transform the original problem to a quadratically constrained quadratic program, which can be solved by alternating direction method of multipliers (ADMM) technique to obtain the reflection coefficients. Finally, the digital beamforming and reflection coefficients are obtained via repeating the above processes until convergence. Simulation results verify that the proposed scheme can effectively alleviate the beam split effect and improve the system capacity.
引用
收藏
页码:2306 / 2320
页数:15
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