Enabling NOMA in Overlay Spectrum Sharing in Hybrid Satellite-Terrestrial Systems

In this paper, a hybrid satellite-terrestrial spectrum sharing system allows terrestrial secondary network to cooperate with a primary satellite network and to further provide higher spectrum efficiency. For massive connections design, we implement non-orthogonal multiple access (NOMA) technique to...

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Main Authors: Anh-Tu Le, Nhat-Duy Xuan Ha, Dinh-Thuan Do, Suneel Yadav, Byung Moo Lee
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9400363/
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spelling doaj-b14c1c8f0940400dbff6da3dbcb950fd2021-04-16T23:00:51ZengIEEEIEEE Access2169-35362021-01-019566165662910.1109/ACCESS.2021.30723629400363Enabling NOMA in Overlay Spectrum Sharing in Hybrid Satellite-Terrestrial SystemsAnh-Tu Le0https://orcid.org/0000-0002-2710-1843Nhat-Duy Xuan Ha1https://orcid.org/0000-0002-5554-2566Dinh-Thuan Do2https://orcid.org/0000-0003-2072-069XSuneel Yadav3https://orcid.org/0000-0001-8734-3791Byung Moo Lee4https://orcid.org/0000-0003-3675-929XFaculty of Electronics Technology, Industrial University of Ho Chi Minh City, Ho Chi Minh City, VietnamFaculty of Electronics Technology, Industrial University of Ho Chi Minh City, Ho Chi Minh City, VietnamFuture Networking Research Group, Ton Duc Thang University, Ho Chi Minh City, VietnamDepartment of Electronics and Communications Engineering, IIT Allahabad, Allahabad, IndiaDepartment of Intelligent Mechatronics Engineering, Sejong University, Seoul, South KoreaIn this paper, a hybrid satellite-terrestrial spectrum sharing system allows terrestrial secondary network to cooperate with a primary satellite network and to further provide higher spectrum efficiency. For massive connections design, we implement non-orthogonal multiple access (NOMA) technique to form cognitive radio based satellite-terrestrial (CR-NSHT) system relying on NOMA and further achieve more benefits compared with traditional schemes. The secondary network only remains its stable operation when the outage probability of such system is guaranteed, and thereby, to explore advantages of spectrum sharing opportunities. Considering Shadowed-Rician fading for satellite links, and Nakagami-<inline-formula> <tex-math notation="LaTeX">$m$ </tex-math></inline-formula> as well as Rician fading for terrestrial links, we derive the closed-form expressions of the outage probability to evaluate the performance of secondary network. We consider further system performance metrics including ergodic capacity, energy efficiency and multi-user scenarios. We also demonstrate the impacts of power allocation factors, transmit signal-to-noise ratio (SNR) at the source, parameters of satellite links, target rates, and fading severity parameters on the system performance. Numerical and simulation results validate our analysis and highlight the performance gains of the proposed schemes for CR-NSHT with relay link serving secondary network and direct link serving the primary network.https://ieeexplore.ieee.org/document/9400363/Hybrid satellite-terrestrial systemscognitive radiospectrum sharingoutage probability
collection DOAJ
language English
format Article
sources DOAJ
author Anh-Tu Le
Nhat-Duy Xuan Ha
Dinh-Thuan Do
Suneel Yadav
Byung Moo Lee
spellingShingle Anh-Tu Le
Nhat-Duy Xuan Ha
Dinh-Thuan Do
Suneel Yadav
Byung Moo Lee
Enabling NOMA in Overlay Spectrum Sharing in Hybrid Satellite-Terrestrial Systems
IEEE Access
Hybrid satellite-terrestrial systems
cognitive radio
spectrum sharing
outage probability
author_facet Anh-Tu Le
Nhat-Duy Xuan Ha
Dinh-Thuan Do
Suneel Yadav
Byung Moo Lee
author_sort Anh-Tu Le
title Enabling NOMA in Overlay Spectrum Sharing in Hybrid Satellite-Terrestrial Systems
title_short Enabling NOMA in Overlay Spectrum Sharing in Hybrid Satellite-Terrestrial Systems
title_full Enabling NOMA in Overlay Spectrum Sharing in Hybrid Satellite-Terrestrial Systems
title_fullStr Enabling NOMA in Overlay Spectrum Sharing in Hybrid Satellite-Terrestrial Systems
title_full_unstemmed Enabling NOMA in Overlay Spectrum Sharing in Hybrid Satellite-Terrestrial Systems
title_sort enabling noma in overlay spectrum sharing in hybrid satellite-terrestrial systems
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description In this paper, a hybrid satellite-terrestrial spectrum sharing system allows terrestrial secondary network to cooperate with a primary satellite network and to further provide higher spectrum efficiency. For massive connections design, we implement non-orthogonal multiple access (NOMA) technique to form cognitive radio based satellite-terrestrial (CR-NSHT) system relying on NOMA and further achieve more benefits compared with traditional schemes. The secondary network only remains its stable operation when the outage probability of such system is guaranteed, and thereby, to explore advantages of spectrum sharing opportunities. Considering Shadowed-Rician fading for satellite links, and Nakagami-<inline-formula> <tex-math notation="LaTeX">$m$ </tex-math></inline-formula> as well as Rician fading for terrestrial links, we derive the closed-form expressions of the outage probability to evaluate the performance of secondary network. We consider further system performance metrics including ergodic capacity, energy efficiency and multi-user scenarios. We also demonstrate the impacts of power allocation factors, transmit signal-to-noise ratio (SNR) at the source, parameters of satellite links, target rates, and fading severity parameters on the system performance. Numerical and simulation results validate our analysis and highlight the performance gains of the proposed schemes for CR-NSHT with relay link serving secondary network and direct link serving the primary network.
topic Hybrid satellite-terrestrial systems
cognitive radio
spectrum sharing
outage probability
url https://ieeexplore.ieee.org/document/9400363/
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