Joint design of improved spectrum and energy efficiency with backscatter NOMA for IoT

Detalhes bibliográficos
Autor(a) principal: Le, Chi-Bao
Data de Publicação: 2022
Outros Autores: Do, Dinh-Thuan, Silva, Adão, Khan, Wali Ullah, Khalid, Waqas, Yu, Heejung, Nguyen, Nhan Duc
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/39185
Resumo: To develop emerging transmission techniques for potential applications of Internet of Things (IoT), the system performance analysis of a cognitive radio (CR)-enabled ambient backscatter (AmBC) system will be studied in this paper with functionality of non-orthogonal multiple access (NOMA). In the proposed scheme, a base station communicates with two destinations via a designated backscatter device. It is assumed that the relay node is fitted with two different interfaces and can simultaneously collect/decode and backscatter the received source signals. Such transmission mechanism benefits to design various applications in IoT as well as wireless systems with improved performance. To exhibit system performance metrics, the outage probability and the ergodic capacity of the recipient nodes are derived analytically. Furthermore, it is shown that employing AmBC NOMA together with CR for secondary communication can significantly improve overall network performance in terms of the achievable throughput in delay-limited and delaytolerant modes and outage probability. Numerical results show that: 1) The proposed system can improve the spectrum efficiency by employing both CR and NOMA techniques; 2) Compared with the orthogonal multiple access (OMA)-aided AmBC systems, the considered CR AmBC system relying on NOMA can obtain better reliability in the whole range of SNR; 3) There are error floors for the outage probability in the high SNR regime due to required target rates; 4) There exists a trade-off between system performance of IoT devices and power allocation coefficients associated with NOMA; 5) We find energy efficiency factor as evident of further improvement in such system.
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spelling Joint design of improved spectrum and energy efficiency with backscatter NOMA for IoTBackscatter systemErgodic capacityNon-orthogonal multiple accessOutage probabilityTo develop emerging transmission techniques for potential applications of Internet of Things (IoT), the system performance analysis of a cognitive radio (CR)-enabled ambient backscatter (AmBC) system will be studied in this paper with functionality of non-orthogonal multiple access (NOMA). In the proposed scheme, a base station communicates with two destinations via a designated backscatter device. It is assumed that the relay node is fitted with two different interfaces and can simultaneously collect/decode and backscatter the received source signals. Such transmission mechanism benefits to design various applications in IoT as well as wireless systems with improved performance. To exhibit system performance metrics, the outage probability and the ergodic capacity of the recipient nodes are derived analytically. Furthermore, it is shown that employing AmBC NOMA together with CR for secondary communication can significantly improve overall network performance in terms of the achievable throughput in delay-limited and delaytolerant modes and outage probability. Numerical results show that: 1) The proposed system can improve the spectrum efficiency by employing both CR and NOMA techniques; 2) Compared with the orthogonal multiple access (OMA)-aided AmBC systems, the considered CR AmBC system relying on NOMA can obtain better reliability in the whole range of SNR; 3) There are error floors for the outage probability in the high SNR regime due to required target rates; 4) There exists a trade-off between system performance of IoT devices and power allocation coefficients associated with NOMA; 5) We find energy efficiency factor as evident of further improvement in such system.Institute of Electrical and Electronics Engineers2023-08-08T10:27:34Z2022-01-20T00:00:00Z2022-01-20info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/39185eng10.1109/ACCESS.2021.3139118Le, Chi-BaoDo, Dinh-ThuanSilva, AdãoKhan, Wali UllahKhalid, WaqasYu, HeejungNguyen, Nhan Ducinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T12:16:01Zoai:ria.ua.pt:10773/39185Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:09:12.693333Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Joint design of improved spectrum and energy efficiency with backscatter NOMA for IoT
title Joint design of improved spectrum and energy efficiency with backscatter NOMA for IoT
spellingShingle Joint design of improved spectrum and energy efficiency with backscatter NOMA for IoT
Le, Chi-Bao
Backscatter system
Ergodic capacity
Non-orthogonal multiple access
Outage probability
title_short Joint design of improved spectrum and energy efficiency with backscatter NOMA for IoT
title_full Joint design of improved spectrum and energy efficiency with backscatter NOMA for IoT
title_fullStr Joint design of improved spectrum and energy efficiency with backscatter NOMA for IoT
title_full_unstemmed Joint design of improved spectrum and energy efficiency with backscatter NOMA for IoT
title_sort Joint design of improved spectrum and energy efficiency with backscatter NOMA for IoT
author Le, Chi-Bao
author_facet Le, Chi-Bao
Do, Dinh-Thuan
Silva, Adão
Khan, Wali Ullah
Khalid, Waqas
Yu, Heejung
Nguyen, Nhan Duc
author_role author
author2 Do, Dinh-Thuan
Silva, Adão
Khan, Wali Ullah
Khalid, Waqas
Yu, Heejung
Nguyen, Nhan Duc
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Le, Chi-Bao
Do, Dinh-Thuan
Silva, Adão
Khan, Wali Ullah
Khalid, Waqas
Yu, Heejung
Nguyen, Nhan Duc
dc.subject.por.fl_str_mv Backscatter system
Ergodic capacity
Non-orthogonal multiple access
Outage probability
topic Backscatter system
Ergodic capacity
Non-orthogonal multiple access
Outage probability
description To develop emerging transmission techniques for potential applications of Internet of Things (IoT), the system performance analysis of a cognitive radio (CR)-enabled ambient backscatter (AmBC) system will be studied in this paper with functionality of non-orthogonal multiple access (NOMA). In the proposed scheme, a base station communicates with two destinations via a designated backscatter device. It is assumed that the relay node is fitted with two different interfaces and can simultaneously collect/decode and backscatter the received source signals. Such transmission mechanism benefits to design various applications in IoT as well as wireless systems with improved performance. To exhibit system performance metrics, the outage probability and the ergodic capacity of the recipient nodes are derived analytically. Furthermore, it is shown that employing AmBC NOMA together with CR for secondary communication can significantly improve overall network performance in terms of the achievable throughput in delay-limited and delaytolerant modes and outage probability. Numerical results show that: 1) The proposed system can improve the spectrum efficiency by employing both CR and NOMA techniques; 2) Compared with the orthogonal multiple access (OMA)-aided AmBC systems, the considered CR AmBC system relying on NOMA can obtain better reliability in the whole range of SNR; 3) There are error floors for the outage probability in the high SNR regime due to required target rates; 4) There exists a trade-off between system performance of IoT devices and power allocation coefficients associated with NOMA; 5) We find energy efficiency factor as evident of further improvement in such system.
publishDate 2022
dc.date.none.fl_str_mv 2022-01-20T00:00:00Z
2022-01-20
2023-08-08T10:27:34Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/39185
url http://hdl.handle.net/10773/39185
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1109/ACCESS.2021.3139118
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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