Performance and optimization of reconfigurable intelligent surface aided THz communications
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 c...
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sg-ntu-dr.10356-1626072022-11-01T02:35:06Z Performance and optimization of reconfigurable intelligent surface aided THz communications Du, Hongyang Zhang, Jiayi Guan, Ke Niyato, Dusit Jiao, Huiying Wang, Zhiqin Kürner, Thomas School of Computer Science and Engineering Engineering::Computer science and engineering Fluctuating Two-Ray Fading Channel Fitting 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. Ministry of Education (MOE) National Research Foundation (NRF) This work was supported in part by National Key R&D Program of China under Grant 2020YFB1807201, in part by National Natural Science Foundation of China under Grant 61971027, in part by Natural Science Foundation of Jiangsu Province, Major Project under Grant BK20212002, in part by Frontiers Science Center for Smart High-speed Railway System, and in part by the Project of China State Railway Group under Grant SY2021G001. This work is also supported, in part, by the programme DesCartes and is supported by the National Research Foundation, Prime Minister’s Office, Singapore under its Campus for Research Excellence and Technological Enterprise (CREATE) programme, Alibaba Group through Alibaba Innovative Research (AIR) Program and Alibaba-NTU Singapore Joint Research Institute (JRI), the National Research Foundation, Singapore under the AI Singapore Programme (AISG) (AISG2- RP-2020-019), and Singapore Ministry of Education (MOE) Tier 1 (RG16/20). 2022-11-01T02:35:06Z 2022-11-01T02:35:06Z 2022 Journal Article Du, H., Zhang, J., Guan, K., Niyato, D., Jiao, H., Wang, Z. & Kürner, T. (2022). Performance and optimization of reconfigurable intelligent surface aided THz communications. IEEE Transactions On Communications, 70(5), 3575-3593. https://dx.doi.org/10.1109/TCOMM.2022.3162645 0090-6778 https://hdl.handle.net/10356/162607 10.1109/TCOMM.2022.3162645 2-s2.0-85127528447 5 70 3575 3593 en AISG2- RP-2020-019 RG16/20 IEEE Transactions on Communications © 2022 IEEE. All rights reserved. |
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Engineering::Computer science and engineering Fluctuating Two-Ray Fading Channel Fitting |
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Engineering::Computer science and engineering Fluctuating Two-Ray Fading Channel Fitting Du, Hongyang Zhang, Jiayi Guan, Ke Niyato, Dusit Jiao, Huiying Wang, Zhiqin Kürner, Thomas Performance and optimization of reconfigurable intelligent surface aided THz communications |
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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. |
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School of Computer Science and Engineering |
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School of Computer Science and Engineering Du, Hongyang Zhang, Jiayi Guan, Ke Niyato, Dusit Jiao, Huiying Wang, Zhiqin Kürner, Thomas |
format |
Article |
author |
Du, Hongyang Zhang, Jiayi Guan, Ke Niyato, Dusit Jiao, Huiying Wang, Zhiqin Kürner, Thomas |
author_sort |
Du, Hongyang |
title |
Performance and optimization of reconfigurable intelligent surface aided THz communications |
title_short |
Performance and optimization of reconfigurable intelligent surface aided THz communications |
title_full |
Performance and optimization of reconfigurable intelligent surface aided THz communications |
title_fullStr |
Performance and optimization of reconfigurable intelligent surface aided THz communications |
title_full_unstemmed |
Performance and optimization of reconfigurable intelligent surface aided THz communications |
title_sort |
performance and optimization of reconfigurable intelligent surface aided thz communications |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/162607 |
_version_ |
1749179216619896832 |