Performance and Optimization of Reconfigurable Intelligent Surface Aided THz Communications

被引:73
|
作者
Du, Hongyang [1 ]
Zhang, Jiayi [2 ]
Guan, Ke [3 ]
Niyato, Dusit [4 ]
Jiao, Huiying [5 ]
Wang, Zhiqin [5 ]
Kuerner, Thomas [6 ]
机构
[1] Nanyang Technol Univ, Sch Comp Sci & Engn, Energy Res Inst NTU, Interdisciplinary Grad Program, Singapore 637141, Singapore
[2] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China
[3] Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China
[4] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 637141, Singapore
[5] China Acad Informat & Commun Technol, Beijing 100191, Peoples R China
[6] Tech Univ Carolo Wilhelmina Braunschweig, Inst Commun Technol IfN, D-38106 Braunschweig, Germany
基金
国家重点研发计划; 中国国家自然科学基金; 新加坡国家研究基金会;
关键词
Fading channels; Signal to noise ratio; Hardware; Wireless sensor networks; Wireless communication; Antenna measurements; Analytical models; Fluctuating two-ray fading; channel fitting; reconfigurable intelligent surface; swarm intelligence optimization; THz communications; REFLECTING SURFACE; PARTICLE SWARM; WIRELESS SYSTEMS; TRANSMISSION; NETWORK; PARAMETERS; DIVERSITY; CAPACITY; MODEL; POWER;
D O I
10.1109/TCOMM.2022.3162645
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
TeraHertz (THz) communications can satisfy the high data rate demand with massive bandwidth. However, severe path attenuation and hardware imperfection greatly alleviate its performance. Therefore, we utilize the reconfigurable intelligent surface (RIS) technology and investigate the RIS-aided THz communications. We first prove that the small-scale amplitude fading of THz signals can be accurately modeled by the fluctuating two-ray distribution based on two THz signal measurement experiments conducted in a variety of different scenarios. To optimize the phase-shifts at the RIS elements, we propose a novel swarm intelligence-based method that does not require full channel estimation. We then derive exact statistical characterizations of end-to-end signal-to-noise plus distortion ratio (SNDR) and signal-to-noise ratio (SNR). Moreover, we present asymptotic analysis to obtain more insights when the SNDR or the number of RIS's elements is high. Finally, we derive analytical expressions for the outage probability and ergodic capacity. The tight upper bounds of ergodic capacity for both ideal and non-ideal radio frequency chains are obtained. It is interesting to find that increasing the number of RIS's elements can significantly improve the THz communications system performance. For example, the ergodic capacity can increase up to 25% when the number of elements increases from 40 to 80, which incurs only insignificant costs to the system.
引用
收藏
页码:3575 / 3593
页数:19
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