Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis

被引:80
作者
Wei, Li [1 ]
Huang, Chongwen [2 ,3 ,4 ]
Alexandropoulos, George C. [5 ,6 ]
Sha, Wei E., I [2 ]
Zhang, Zhaoyang [2 ,3 ,4 ]
Debbah, Merouane [6 ,7 ]
Yuen, Chau [1 ]
机构
[1] Singapore Univ Technol & Design, Engn Prod Dev EPD Pillar, Singapore 487372, Singapore
[2] Zhejiang Univ, Coll Informat Sci & Elect Engn, Hangzhou 310027, Peoples R China
[3] Zhejiang Univ, Int Joint Innovat Ctr, Hauling 314400, Peoples R China
[4] Zhejiang Prov Key Lab Info Proc Commun & Netw IPC, Hangzhou 310027, Peoples R China
[5] Natl & Kapodistrian Univ Athens, Dept Informat & Telecommun, Athens 15784, Greece
[6] Technol Innovat Inst, Abu Dhabi 9639, U Arab Emirates
[7] Univ Paris Saclay, Cent Supelec, F-91192 Gif Sur Yvette, France
基金
欧盟地平线“2020”; 中国国家自然科学基金; 国家重点研发计划;
关键词
Patch antennas; Precoding; MIMO communication; Antennas; Wireless communication; Communication systems; Surface waves; Channel modeling; holographic MIMO surface; multi-user communications; spectral efficiency; Neumann series expansion; wave propagation control; RECONFIGURABLE INTELLIGENT SURFACES; SIMULTANEOUS WIRELESS INFORMATION; MASSIVE MIMO; PERFORMANCE ANALYSIS; CAPACITY ANALYSIS; LOW-COMPLEXITY; COMMUNICATION; TRANSMISSION; DOWNLINK; CHALLENGES;
D O I
10.1109/JSTSP.2022.3176140
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
The multi-user Holographic Multiple-Input and Multiple-Output Surface (MU-HMIMOS) paradigm, which is capable of realizing large continuous apertures with minimal power consumption, has been recently considered as an energy-efficient solution for future wireless networks, offering increased flexibility in impacting electromagnetic (EM) wave propagation according to the desired communication, localization, and sensing objectives. The tractable channel modeling in MU-HMIMOS wireless systems is one of the most critical research challenges, mainly due to the coupling effect induced by the excessively large number of closely spaced patch antennas. In this paper, we focus on this challenge for the downlink of multi-user MIMO communications and extend an EM-compliant channel model to multi-user case, which is expressed in the wavenumber domain using the Fourier plane wave approximation. Based on the presented channel model, we investigate the spectral efficiency of maximum-ratio transmission and Zero-Forcing (ZF) precoding schemes. We also introduce a novel hardware efficient ZF precoder, leveraging Neumann series (NS) expansion to replace the required matrix inversion operation, which is very hard to be computed in the conventional way due to the extremely large number of patch antennas in the envisioned MU-HMIMOS communication systems. In comparison with the conventional independent and identical Rayleigh fading channels that ignore antenna coupling effects, the proposed EM-compliant channel model captures the mutual couplings induced by the very small antenna spacing. Our extensive performance evaluation results demonstrate that our theoretical performance expressions approximate sufficiently well the simulated achievable spectral efficiency with the considered linear precoding schemes, even for the highly correlated cases, thus verifying the effectiveness and robustness of the presented analytical framework. In addition, it is verified that the proposed NS-based ZF precoder achieves similar performance to conventional ZF, while requiring lower hardware complexity, thus, providing a hardware efficient solution for practical design of MU-HMIMOS communications systems.
引用
收藏
页码:1112 / 1124
页数:13
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