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Article: Performance and Optimization of Reconfigurable Intelligent Surface Aided THz Communications

TitlePerformance and Optimization of Reconfigurable Intelligent Surface Aided THz Communications
Authors
Keywordschannel fitting
Fluctuating two-ray fading
reconfigurable intelligent surface
swarm intelligence optimization
THz communications
Issue Date2022
Citation
IEEE Transactions on Communications, 2022, v. 70, n. 5, p. 3575-3593 How to Cite?
AbstractTeraHertz (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.
Persistent Identifierhttp://hdl.handle.net/10722/352979
ISSN
2023 Impact Factor: 7.2
2020 SCImago Journal Rankings: 1.468
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorDu, Hongyang-
dc.contributor.authorZhang, Jiayi-
dc.contributor.authorGuan, Ke-
dc.contributor.authorNiyato, Dusit-
dc.contributor.authorJiao, Huiying-
dc.contributor.authorWang, Zhiqin-
dc.contributor.authorKurner, Thomas-
dc.date.accessioned2025-01-13T03:01:26Z-
dc.date.available2025-01-13T03:01:26Z-
dc.date.issued2022-
dc.identifier.citationIEEE Transactions on Communications, 2022, v. 70, n. 5, p. 3575-3593-
dc.identifier.issn0090-6778-
dc.identifier.urihttp://hdl.handle.net/10722/352979-
dc.description.abstractTeraHertz (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.-
dc.languageeng-
dc.relation.ispartofIEEE Transactions on Communications-
dc.subjectchannel fitting-
dc.subjectFluctuating two-ray fading-
dc.subjectreconfigurable intelligent surface-
dc.subjectswarm intelligence optimization-
dc.subjectTHz communications-
dc.titlePerformance and Optimization of Reconfigurable Intelligent Surface Aided THz Communications-
dc.typeArticle-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1109/TCOMM.2022.3162645-
dc.identifier.scopuseid_2-s2.0-85127528447-
dc.identifier.volume70-
dc.identifier.issue5-
dc.identifier.spage3575-
dc.identifier.epage3593-
dc.identifier.eissn1558-0857-
dc.identifier.isiWOS:000797439600051-

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