Joint Beamforming Design for Secure RIS-Assisted IoT Networks
This article studies secure communication in an Internet of Things (IoT) network, where the confidential signal is sent by an active refracting reconfigurable intelligent surface (RIS)-based transmitter, and a passive reflective RIS is utilized to improve the secrecy performance of users in the pres...
Gespeichert in:
Veröffentlicht in: | IEEE internet of things journal 2023-01, Vol.10 (2), p.1628-1641 |
---|---|
Hauptverfasser: | , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1641 |
---|---|
container_issue | 2 |
container_start_page | 1628 |
container_title | IEEE internet of things journal |
container_volume | 10 |
creator | Niu, Hehao Lin, Zhi Chu, Zheng Zhu, Zhengyu Xiao, Pei Nguyen, Huan X. Lee, Inkyu Al-Dhahir, Naofal |
description | This article studies secure communication in an Internet of Things (IoT) network, where the confidential signal is sent by an active refracting reconfigurable intelligent surface (RIS)-based transmitter, and a passive reflective RIS is utilized to improve the secrecy performance of users in the presence of multiple eavesdroppers. Specifically, we aim to maximize the weighted sum secrecy rate by jointly designing the power allocation, transmit beamforming (BF) of the refracting RIS, and the phase shifts of the reflective RIS. To solve the nonconvex optimization problem, we propose a linearization method to approximate the objective function into a linear form. Then, an alternating optimization (AO) scheme is proposed to jointly optimize the power allocation factors, BF vector, and phase shifts, where the first one is found using the Lagrange dual method, while the latter two are obtained by utilizing the penalty dual decomposition method. Moreover, considering the demands of green and secure communications, by applying Dinkelbach's method, we extend our proposed scheme to solving a secrecy energy maximization problem. Finally, simulation results demonstrate the effectiveness of the proposed design. |
doi_str_mv | 10.1109/JIOT.2022.3210115 |
format | Article |
fullrecord | <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_proquest_journals_2761368903</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>9903846</ieee_id><sourcerecordid>2761368903</sourcerecordid><originalsourceid>FETCH-LOGICAL-c336t-75104c8440789edb95646e506f871b64f940bf3629a4b538dc86de675d2359293</originalsourceid><addsrcrecordid>eNpNkMtKA0EQRRtRMGg-QNw0uJ7Yz5ruhYsYXxOCARPXzTxqwkQzHbsniH_vhARxVVVw7i04hFxxNuKc2dtpNl-OBBNiJAVnnOsTMhBSpIkCEKf_9nMyjHHNWM8wzS0MyN3UN21H7zHf1D5smnZFHzA2q5b2J11guQtI37JFMo6xiR1WNPNL-ordtw8f8ZKc1flnxOFxXpD3p8fl5CWZzZ-zyXiWlFJCl6SaM1UapVhqLFaF1aAANYPapLwAVVvFilqCsLkqtDRVaaBCSHUlpLbCygtyc-jdBv-1w9i5td-Ftn_pRApcgrFM9hQ_UGXwMQas3TY0mzz8OM7cXpTbi3J7Ue4oqs9cHzINIv7xtq8zCuQvUBVg8g</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2761368903</pqid></control><display><type>article</type><title>Joint Beamforming Design for Secure RIS-Assisted IoT Networks</title><source>IEEE Electronic Library (IEL)</source><creator>Niu, Hehao ; Lin, Zhi ; Chu, Zheng ; Zhu, Zhengyu ; Xiao, Pei ; Nguyen, Huan X. ; Lee, Inkyu ; Al-Dhahir, Naofal</creator><creatorcontrib>Niu, Hehao ; Lin, Zhi ; Chu, Zheng ; Zhu, Zhengyu ; Xiao, Pei ; Nguyen, Huan X. ; Lee, Inkyu ; Al-Dhahir, Naofal</creatorcontrib><description>This article studies secure communication in an Internet of Things (IoT) network, where the confidential signal is sent by an active refracting reconfigurable intelligent surface (RIS)-based transmitter, and a passive reflective RIS is utilized to improve the secrecy performance of users in the presence of multiple eavesdroppers. Specifically, we aim to maximize the weighted sum secrecy rate by jointly designing the power allocation, transmit beamforming (BF) of the refracting RIS, and the phase shifts of the reflective RIS. To solve the nonconvex optimization problem, we propose a linearization method to approximate the objective function into a linear form. Then, an alternating optimization (AO) scheme is proposed to jointly optimize the power allocation factors, BF vector, and phase shifts, where the first one is found using the Lagrange dual method, while the latter two are obtained by utilizing the penalty dual decomposition method. Moreover, considering the demands of green and secure communications, by applying Dinkelbach's method, we extend our proposed scheme to solving a secrecy energy maximization problem. Finally, simulation results demonstrate the effectiveness of the proposed design.</description><identifier>ISSN: 2327-4662</identifier><identifier>EISSN: 2327-4662</identifier><identifier>DOI: 10.1109/JIOT.2022.3210115</identifier><identifier>CODEN: IITJAU</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Alternating optimization (AO) ; Beamforming ; Eavesdropping ; Internet of Things ; joint beamforming (BF) ; MISO communication ; Modulation ; Optimization ; penalty dual decomposition (PDD) ; Power demand ; Radio frequency ; reconfigurable intelligent surface (RIS) ; secure communication ; Transmitters</subject><ispartof>IEEE internet of things journal, 2023-01, Vol.10 (2), p.1628-1641</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c336t-75104c8440789edb95646e506f871b64f940bf3629a4b538dc86de675d2359293</citedby><cites>FETCH-LOGICAL-c336t-75104c8440789edb95646e506f871b64f940bf3629a4b538dc86de675d2359293</cites><orcidid>0000-0003-0011-7383 ; 0000-0003-3701-4433 ; 0000-0002-7886-5878 ; 0000-0001-6562-8243 ; 0000-0001-9894-8382 ; 0000-0002-6423-3482 ; 0000-0002-4105-2558 ; 0000-0001-9715-3190</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9903846$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9903846$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Niu, Hehao</creatorcontrib><creatorcontrib>Lin, Zhi</creatorcontrib><creatorcontrib>Chu, Zheng</creatorcontrib><creatorcontrib>Zhu, Zhengyu</creatorcontrib><creatorcontrib>Xiao, Pei</creatorcontrib><creatorcontrib>Nguyen, Huan X.</creatorcontrib><creatorcontrib>Lee, Inkyu</creatorcontrib><creatorcontrib>Al-Dhahir, Naofal</creatorcontrib><title>Joint Beamforming Design for Secure RIS-Assisted IoT Networks</title><title>IEEE internet of things journal</title><addtitle>JIoT</addtitle><description>This article studies secure communication in an Internet of Things (IoT) network, where the confidential signal is sent by an active refracting reconfigurable intelligent surface (RIS)-based transmitter, and a passive reflective RIS is utilized to improve the secrecy performance of users in the presence of multiple eavesdroppers. Specifically, we aim to maximize the weighted sum secrecy rate by jointly designing the power allocation, transmit beamforming (BF) of the refracting RIS, and the phase shifts of the reflective RIS. To solve the nonconvex optimization problem, we propose a linearization method to approximate the objective function into a linear form. Then, an alternating optimization (AO) scheme is proposed to jointly optimize the power allocation factors, BF vector, and phase shifts, where the first one is found using the Lagrange dual method, while the latter two are obtained by utilizing the penalty dual decomposition method. Moreover, considering the demands of green and secure communications, by applying Dinkelbach's method, we extend our proposed scheme to solving a secrecy energy maximization problem. Finally, simulation results demonstrate the effectiveness of the proposed design.</description><subject>Alternating optimization (AO)</subject><subject>Beamforming</subject><subject>Eavesdropping</subject><subject>Internet of Things</subject><subject>joint beamforming (BF)</subject><subject>MISO communication</subject><subject>Modulation</subject><subject>Optimization</subject><subject>penalty dual decomposition (PDD)</subject><subject>Power demand</subject><subject>Radio frequency</subject><subject>reconfigurable intelligent surface (RIS)</subject><subject>secure communication</subject><subject>Transmitters</subject><issn>2327-4662</issn><issn>2327-4662</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkMtKA0EQRRtRMGg-QNw0uJ7Yz5ruhYsYXxOCARPXzTxqwkQzHbsniH_vhARxVVVw7i04hFxxNuKc2dtpNl-OBBNiJAVnnOsTMhBSpIkCEKf_9nMyjHHNWM8wzS0MyN3UN21H7zHf1D5smnZFHzA2q5b2J11guQtI37JFMo6xiR1WNPNL-ordtw8f8ZKc1flnxOFxXpD3p8fl5CWZzZ-zyXiWlFJCl6SaM1UapVhqLFaF1aAANYPapLwAVVvFilqCsLkqtDRVaaBCSHUlpLbCygtyc-jdBv-1w9i5td-Ftn_pRApcgrFM9hQ_UGXwMQas3TY0mzz8OM7cXpTbi3J7Ue4oqs9cHzINIv7xtq8zCuQvUBVg8g</recordid><startdate>20230115</startdate><enddate>20230115</enddate><creator>Niu, Hehao</creator><creator>Lin, Zhi</creator><creator>Chu, Zheng</creator><creator>Zhu, Zhengyu</creator><creator>Xiao, Pei</creator><creator>Nguyen, Huan X.</creator><creator>Lee, Inkyu</creator><creator>Al-Dhahir, Naofal</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0003-0011-7383</orcidid><orcidid>https://orcid.org/0000-0003-3701-4433</orcidid><orcidid>https://orcid.org/0000-0002-7886-5878</orcidid><orcidid>https://orcid.org/0000-0001-6562-8243</orcidid><orcidid>https://orcid.org/0000-0001-9894-8382</orcidid><orcidid>https://orcid.org/0000-0002-6423-3482</orcidid><orcidid>https://orcid.org/0000-0002-4105-2558</orcidid><orcidid>https://orcid.org/0000-0001-9715-3190</orcidid></search><sort><creationdate>20230115</creationdate><title>Joint Beamforming Design for Secure RIS-Assisted IoT Networks</title><author>Niu, Hehao ; Lin, Zhi ; Chu, Zheng ; Zhu, Zhengyu ; Xiao, Pei ; Nguyen, Huan X. ; Lee, Inkyu ; Al-Dhahir, Naofal</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c336t-75104c8440789edb95646e506f871b64f940bf3629a4b538dc86de675d2359293</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Alternating optimization (AO)</topic><topic>Beamforming</topic><topic>Eavesdropping</topic><topic>Internet of Things</topic><topic>joint beamforming (BF)</topic><topic>MISO communication</topic><topic>Modulation</topic><topic>Optimization</topic><topic>penalty dual decomposition (PDD)</topic><topic>Power demand</topic><topic>Radio frequency</topic><topic>reconfigurable intelligent surface (RIS)</topic><topic>secure communication</topic><topic>Transmitters</topic><toplevel>online_resources</toplevel><creatorcontrib>Niu, Hehao</creatorcontrib><creatorcontrib>Lin, Zhi</creatorcontrib><creatorcontrib>Chu, Zheng</creatorcontrib><creatorcontrib>Zhu, Zhengyu</creatorcontrib><creatorcontrib>Xiao, Pei</creatorcontrib><creatorcontrib>Nguyen, Huan X.</creatorcontrib><creatorcontrib>Lee, Inkyu</creatorcontrib><creatorcontrib>Al-Dhahir, Naofal</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>IEEE internet of things journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Niu, Hehao</au><au>Lin, Zhi</au><au>Chu, Zheng</au><au>Zhu, Zhengyu</au><au>Xiao, Pei</au><au>Nguyen, Huan X.</au><au>Lee, Inkyu</au><au>Al-Dhahir, Naofal</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Joint Beamforming Design for Secure RIS-Assisted IoT Networks</atitle><jtitle>IEEE internet of things journal</jtitle><stitle>JIoT</stitle><date>2023-01-15</date><risdate>2023</risdate><volume>10</volume><issue>2</issue><spage>1628</spage><epage>1641</epage><pages>1628-1641</pages><issn>2327-4662</issn><eissn>2327-4662</eissn><coden>IITJAU</coden><abstract>This article studies secure communication in an Internet of Things (IoT) network, where the confidential signal is sent by an active refracting reconfigurable intelligent surface (RIS)-based transmitter, and a passive reflective RIS is utilized to improve the secrecy performance of users in the presence of multiple eavesdroppers. Specifically, we aim to maximize the weighted sum secrecy rate by jointly designing the power allocation, transmit beamforming (BF) of the refracting RIS, and the phase shifts of the reflective RIS. To solve the nonconvex optimization problem, we propose a linearization method to approximate the objective function into a linear form. Then, an alternating optimization (AO) scheme is proposed to jointly optimize the power allocation factors, BF vector, and phase shifts, where the first one is found using the Lagrange dual method, while the latter two are obtained by utilizing the penalty dual decomposition method. Moreover, considering the demands of green and secure communications, by applying Dinkelbach's method, we extend our proposed scheme to solving a secrecy energy maximization problem. Finally, simulation results demonstrate the effectiveness of the proposed design.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/JIOT.2022.3210115</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-0011-7383</orcidid><orcidid>https://orcid.org/0000-0003-3701-4433</orcidid><orcidid>https://orcid.org/0000-0002-7886-5878</orcidid><orcidid>https://orcid.org/0000-0001-6562-8243</orcidid><orcidid>https://orcid.org/0000-0001-9894-8382</orcidid><orcidid>https://orcid.org/0000-0002-6423-3482</orcidid><orcidid>https://orcid.org/0000-0002-4105-2558</orcidid><orcidid>https://orcid.org/0000-0001-9715-3190</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | ISSN: 2327-4662 |
ispartof | IEEE internet of things journal, 2023-01, Vol.10 (2), p.1628-1641 |
issn | 2327-4662 2327-4662 |
language | eng |
recordid | cdi_proquest_journals_2761368903 |
source | IEEE Electronic Library (IEL) |
subjects | Alternating optimization (AO) Beamforming Eavesdropping Internet of Things joint beamforming (BF) MISO communication Modulation Optimization penalty dual decomposition (PDD) Power demand Radio frequency reconfigurable intelligent surface (RIS) secure communication Transmitters |
title | Joint Beamforming Design for Secure RIS-Assisted IoT Networks |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-26T17%3A41%3A54IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Joint%20Beamforming%20Design%20for%20Secure%20RIS-Assisted%20IoT%20Networks&rft.jtitle=IEEE%20internet%20of%20things%20journal&rft.au=Niu,%20Hehao&rft.date=2023-01-15&rft.volume=10&rft.issue=2&rft.spage=1628&rft.epage=1641&rft.pages=1628-1641&rft.issn=2327-4662&rft.eissn=2327-4662&rft.coden=IITJAU&rft_id=info:doi/10.1109/JIOT.2022.3210115&rft_dat=%3Cproquest_RIE%3E2761368903%3C/proquest_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2761368903&rft_id=info:pmid/&rft_ieee_id=9903846&rfr_iscdi=true |