Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC Systems
| Autor(a) principal: | |
|---|---|
| Data de Publicação: | 2024 |
| Outros Autores: | , , |
| Tipo de documento: | Artigo |
| Idioma: | eng |
| Título da fonte: | Repositório Institucional da UNESP |
| Texto Completo: | http://dx.doi.org/10.1109/JSEN.2024.3449772 https://hdl.handle.net/11449/308382 |
Resumo: | To overcome the limitations of visible light communication (VLC) systems while benefiting from high data rates and inherently secure transmissions, hybrid systems combining radio frequency (RF) and VLC have gained appeal for the next generation of wireless networks and their use cases, including the Internet of Things (IoT) and sensor networks. In this article, a theoretical study is carried out to investigate the potential of hybrid systems from the security perspective by proposing a joint precoding and user association (JPUA) scheme to maximize the sum secrecy rate of a multiuser indoor downlink hybrid RF/VLC system. Specifically, it is assumed that the RF access point (AP) is equipped with multiple antennas while the VLC AP is equipped with multiple light-emitting diodes (LEDs). The optimization problem is divided into two subproblems, the user association strategy and the precoding design for each of the APs. For the former, an algorithm based on coalitional game theory is proposed to associate each user (or sensor node) with one of the APs. The latter leads to a nonconvex fractional programming problem, which is reformulated using the constrained convex-concave procedure, thus efficiently converging to an optimal solution. Numerical results based on simulations show that the proposed hybrid RF/VLC scheme provides significant gains in terms of sum secrecy rate, compared with different baseline schemes, such as standalone VLC or RF schemes, in addition to allowing the connection of a greater number of users. |
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Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC SystemsHybrid systemsmultiuserphysical layer security (PLS)precoding designradio frequency communicationssum secrecy rateuser associationvisible light communications (VLCs)To overcome the limitations of visible light communication (VLC) systems while benefiting from high data rates and inherently secure transmissions, hybrid systems combining radio frequency (RF) and VLC have gained appeal for the next generation of wireless networks and their use cases, including the Internet of Things (IoT) and sensor networks. In this article, a theoretical study is carried out to investigate the potential of hybrid systems from the security perspective by proposing a joint precoding and user association (JPUA) scheme to maximize the sum secrecy rate of a multiuser indoor downlink hybrid RF/VLC system. Specifically, it is assumed that the RF access point (AP) is equipped with multiple antennas while the VLC AP is equipped with multiple light-emitting diodes (LEDs). The optimization problem is divided into two subproblems, the user association strategy and the precoding design for each of the APs. For the former, an algorithm based on coalitional game theory is proposed to associate each user (or sensor node) with one of the APs. The latter leads to a nonconvex fractional programming problem, which is reformulated using the constrained convex-concave procedure, thus efficiently converging to an optimal solution. Numerical results based on simulations show that the proposed hybrid RF/VLC scheme provides significant gains in terms of sum secrecy rate, compared with different baseline schemes, such as standalone VLC or RF schemes, in addition to allowing the connection of a greater number of users.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)São Paulo State University (UNESP) School of EngineeringUniversity of Oulu Center for Wireless CommunicationsQueen’s University of Belfast Centre for Wireless Innovation (CWI)University of Campinas School of Electrical and Computer Engineering Department of Communications, São PauloUniversity of Oulu Centre for Wireless CommunicationsLinköping University Communication Systems Division Department of Electrical EngineeringSão Paulo State University (UNESP) School of EngineeringCNPq: 420148/2023-0Universidade Estadual Paulista (UNESP)Center for Wireless CommunicationsCentre for Wireless Innovation (CWI)Universidade Estadual de Campinas (UNICAMP)Centre for Wireless CommunicationsCommunication Systems Divisionda Silva, Isabella W. G. [UNESP]Eduardo Benitez Olivo, EdgarKatz, MarcosPamela Moya Osorio, Diana2025-04-29T20:12:18Z2024-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article33467-33480http://dx.doi.org/10.1109/JSEN.2024.3449772IEEE Sensors Journal, v. 24, n. 20, p. 33467-33480, 2024.1558-17481530-437Xhttps://hdl.handle.net/11449/30838210.1109/JSEN.2024.34497722-s2.0-105001078510Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengIEEE Sensors Journalinfo:eu-repo/semantics/openAccess2025-04-30T14:00:57Zoai:repositorio.unesp.br:11449/308382Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462025-04-30T14:00:57Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
| dc.title.none.fl_str_mv |
Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC Systems |
| title |
Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC Systems |
| spellingShingle |
Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC Systems da Silva, Isabella W. G. [UNESP] Hybrid systems multiuser physical layer security (PLS) precoding design radio frequency communications sum secrecy rate user association visible light communications (VLCs) |
| title_short |
Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC Systems |
| title_full |
Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC Systems |
| title_fullStr |
Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC Systems |
| title_full_unstemmed |
Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC Systems |
| title_sort |
Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC Systems |
| author |
da Silva, Isabella W. G. [UNESP] |
| author_facet |
da Silva, Isabella W. G. [UNESP] Eduardo Benitez Olivo, Edgar Katz, Marcos Pamela Moya Osorio, Diana |
| author_role |
author |
| author2 |
Eduardo Benitez Olivo, Edgar Katz, Marcos Pamela Moya Osorio, Diana |
| author2_role |
author author author |
| dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (UNESP) Center for Wireless Communications Centre for Wireless Innovation (CWI) Universidade Estadual de Campinas (UNICAMP) Centre for Wireless Communications Communication Systems Division |
| dc.contributor.author.fl_str_mv |
da Silva, Isabella W. G. [UNESP] Eduardo Benitez Olivo, Edgar Katz, Marcos Pamela Moya Osorio, Diana |
| dc.subject.por.fl_str_mv |
Hybrid systems multiuser physical layer security (PLS) precoding design radio frequency communications sum secrecy rate user association visible light communications (VLCs) |
| topic |
Hybrid systems multiuser physical layer security (PLS) precoding design radio frequency communications sum secrecy rate user association visible light communications (VLCs) |
| description |
To overcome the limitations of visible light communication (VLC) systems while benefiting from high data rates and inherently secure transmissions, hybrid systems combining radio frequency (RF) and VLC have gained appeal for the next generation of wireless networks and their use cases, including the Internet of Things (IoT) and sensor networks. In this article, a theoretical study is carried out to investigate the potential of hybrid systems from the security perspective by proposing a joint precoding and user association (JPUA) scheme to maximize the sum secrecy rate of a multiuser indoor downlink hybrid RF/VLC system. Specifically, it is assumed that the RF access point (AP) is equipped with multiple antennas while the VLC AP is equipped with multiple light-emitting diodes (LEDs). The optimization problem is divided into two subproblems, the user association strategy and the precoding design for each of the APs. For the former, an algorithm based on coalitional game theory is proposed to associate each user (or sensor node) with one of the APs. The latter leads to a nonconvex fractional programming problem, which is reformulated using the constrained convex-concave procedure, thus efficiently converging to an optimal solution. Numerical results based on simulations show that the proposed hybrid RF/VLC scheme provides significant gains in terms of sum secrecy rate, compared with different baseline schemes, such as standalone VLC or RF schemes, in addition to allowing the connection of a greater number of users. |
| publishDate |
2024 |
| dc.date.none.fl_str_mv |
2024-01-01 2025-04-29T20:12:18Z |
| dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/article |
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article |
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publishedVersion |
| dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1109/JSEN.2024.3449772 IEEE Sensors Journal, v. 24, n. 20, p. 33467-33480, 2024. 1558-1748 1530-437X https://hdl.handle.net/11449/308382 10.1109/JSEN.2024.3449772 2-s2.0-105001078510 |
| url |
http://dx.doi.org/10.1109/JSEN.2024.3449772 https://hdl.handle.net/11449/308382 |
| identifier_str_mv |
IEEE Sensors Journal, v. 24, n. 20, p. 33467-33480, 2024. 1558-1748 1530-437X 10.1109/JSEN.2024.3449772 2-s2.0-105001078510 |
| dc.language.iso.fl_str_mv |
eng |
| language |
eng |
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IEEE Sensors Journal |
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info:eu-repo/semantics/openAccess |
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openAccess |
| dc.format.none.fl_str_mv |
33467-33480 |
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Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
| instname_str |
Universidade Estadual Paulista (UNESP) |
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UNESP |
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UNESP |
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Repositório Institucional da UNESP |
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Repositório Institucional da UNESP |
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Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
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repositoriounesp@unesp.br |
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1834482745621872640 |