Analysis and Simulation of Precoding and User Association for Securing Hybrid RF/VLC Systems

Detalhes bibliográficos
Autor(a) principal: da Silva, Isabella W. G. [UNESP]
Data de Publicação: 2024
Outros Autores: Eduardo Benitez Olivo, Edgar, Katz, Marcos, Pamela Moya Osorio, Diana
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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spelling 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
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str 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
dc.relation.none.fl_str_mv IEEE Sensors Journal
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 33467-33480
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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