Latency Minimization for Secure Intelligent Reflecting Surface Enhanced Virtual Reality Delivery Systems

This letter investigates a virtual reality (VR) delivery system, where the original VR contents requested by all users are stored at the macro base station (MBS). To reduce latency, MBS can either transmit the original VR data or the computed VR data to multiple users aided by an intelligent reflect...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE wireless communications letters Jg. 11; H. 9; S. 1770 - 1774
Hauptverfasser: Zhou, Yi, Pan, Cunhua, Yeoh, Phee Lep, Wang, Kezhi, Ma, Zheng, Vucetic, Branka, Li, Yonghui
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Piscataway IEEE 01.09.2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
ISSN:2162-2337, 2162-2345
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract This letter investigates a virtual reality (VR) delivery system, where the original VR contents requested by all users are stored at the macro base station (MBS). To reduce latency, MBS can either transmit the original VR data or the computed VR data to multiple users aided by an intelligent reflecting surface (IRS) to prevent attacks from an eavesdropper with imperfect channel state information (CSI). We jointly optimize the transmission policies, MBS transmit power, IRS phase shift and computing frequency to minimize the latency over all users subject to security constraint. Numerical results validate the robustness of our proposed algorithm.
AbstractList This letter investigates a virtual reality (VR) delivery system, where the original VR contents requested by all users are stored at the macro base station (MBS). To reduce latency, MBS can either transmit the original VR data or the computed VR data to multiple users aided by an intelligent reflecting surface (IRS) to prevent attacks from an eavesdropper with imperfect channel state information (CSI). We jointly optimize the transmission policies, MBS transmit power, IRS phase shift and computing frequency to minimize the latency over all users subject to security constraint. Numerical results validate the robustness of our proposed algorithm.
Author Wang, Kezhi
Ma, Zheng
Zhou, Yi
Li, Yonghui
Pan, Cunhua
Yeoh, Phee Lep
Vucetic, Branka
Author_xml – sequence: 1
  givenname: Yi
  orcidid: 0000-0001-6407-068X
  surname: Zhou
  fullname: Zhou, Yi
  email: yizhou@swjtu.edu.cn
  organization: Key Laboratory of Information Coding, and Transmission, Southwest Jiaotong University, Chengdu, China
– sequence: 2
  givenname: Cunhua
  orcidid: 0000-0001-5286-7958
  surname: Pan
  fullname: Pan, Cunhua
  email: cpan@seu.edu.cn
  organization: National Mobile Communications Research Laboratory, Southeast University, Nanjing, China
– sequence: 3
  givenname: Phee Lep
  orcidid: 0000-0002-2516-4226
  surname: Yeoh
  fullname: Yeoh, Phee Lep
  email: phee.yeoh@sydney.edu.au
  organization: School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, Australia
– sequence: 4
  givenname: Kezhi
  orcidid: 0000-0001-8602-0800
  surname: Wang
  fullname: Wang, Kezhi
  email: kezhi.wang@northumbria.ac.uk
  organization: Department of Computer and Information Sciences, Northumbria University, Newcastle, U.K
– sequence: 5
  givenname: Zheng
  orcidid: 0000-0002-0251-1483
  surname: Ma
  fullname: Ma, Zheng
  email: zma@home.swjtu.edu.cn
  organization: Key Laboratory of Information Coding, and Transmission, Southwest Jiaotong University, Chengdu, China
– sequence: 6
  givenname: Branka
  orcidid: 0000-0002-2700-2001
  surname: Vucetic
  fullname: Vucetic, Branka
  email: branka.vucetic@sydney.edu.au
  organization: School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, Australia
– sequence: 7
  givenname: Yonghui
  orcidid: 0000-0001-7702-1123
  surname: Li
  fullname: Li, Yonghui
  email: yonghui.li@sydney.edu.au
  organization: School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, Australia
BookMark eNp9kE1Lw0AQhhepYK29C14WPKfuVzbJUWrVQkWwfhzDdjPbbkk3dbMR4q83taUHD85lhuF9ZuA5Rz1XOUDokpIRpSS7mX2MR4wwNuI0zmQmT1CfUckixkXcO848OUPDul6TriShjKZ9tJqpAE63-Mk6u7HfKtjKYVN5PAfdeMBTF6As7RJcwC9gStDBuiWeN94oDXjiVsppKPC79aFRZZdRpQ0tvoPSfoFv8bytA2zqC3RqVFnD8NAH6O1-8jp-jGbPD9Px7SzSLKMhMsJIukhVERPJCiFUbFJIaCZixg2Pk2JhCi6VMIZmBoxOWcJVt1tIRROuF3yArvd3t776bKAO-bpqvOte5iyhjMQyZqJLkX1K-6quPZh86-1G-TanJN8pzTul-U5pflDaIfIPom341RW8suV_4NUetABw_JMlXCQi4z9mQ4cC
CODEN IWCLAF
CitedBy_id crossref_primary_10_1109_TCOMM_2025_3538845
crossref_primary_10_1109_TNSM_2024_3374527
crossref_primary_10_3390_app15158732
crossref_primary_10_1109_TNSM_2023_3328770
crossref_primary_10_1109_LWC_2023_3243031
crossref_primary_10_1109_TCOMM_2023_3337239
Cites_doi 10.1109/TVT.2020.2975559
10.1109/TCOMM.2019.2920594
10.1109/LWC.2019.2961670
10.1109/TCOMM.2020.3040283
10.1109/LCOMM.2020.3025978
10.1109/TVT.2018.2868944
10.1109/TVT.2021.3111646
10.1109/JSAC.2020.3007035
10.1109/JIOT.2017.2786343
10.1109/TCOMM.2019.2947921
10.1109/TWC.2019.2936025
10.1109/LWC.2020.3000490
10.1109/LWC.2019.2919685
10.1109/TWC.2021.3073746
10.1109/TWC.2014.2314654
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022
DBID 97E
RIA
RIE
AAYXX
CITATION
7SP
8FD
L7M
DOI 10.1109/LWC.2022.3159696
DatabaseName IEEE Xplore (IEEE)
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Electronics & Communications Abstracts
Technology Research Database
Advanced Technologies Database with Aerospace
DatabaseTitle CrossRef
Technology Research Database
Advanced Technologies Database with Aerospace
Electronics & Communications Abstracts
DatabaseTitleList Technology Research Database

Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2162-2345
EndPage 1774
ExternalDocumentID 10_1109_LWC_2022_3159696
9734749
Genre orig-research
GrantInformation_xml – fundername: Sichuan Science and Technology Program
  grantid: 2020YFH0111
  funderid: 10.13039/100012542
– fundername: ARC Laureate Fellowship
  grantid: FL160100032
  funderid: 10.13039/501100000923
– fundername: Natural Science Foundation of Sichuan
  grantid: 2022NSFSC0887
  funderid: 10.13039/501100018542
– fundername: ARC
  grantid: DP190100770
  funderid: 10.13039/501100000923
– fundername: ARC
  grantid: DP190101988; DP210103410
  funderid: 10.13039/501100000923
– fundername: Fundamental Research Funds for the Central Universities
  grantid: 2682021ZTPY117; 2682022CX020
  funderid: 10.13039/501100012226
GroupedDBID 0R~
4.4
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
AGQYO
AGSQL
AHBIQ
AKJIK
AKQYR
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
EBS
EJD
IES
IFIPE
IPLJI
JAVBF
M43
OCL
RIA
RIE
RNS
AAYXX
CITATION
7SP
8FD
L7M
ID FETCH-LOGICAL-c291t-f4f61b8ad5062d44a5f8e7194523f357dbfd36a4ff19fefc8273abfdb6a173cb3
IEDL.DBID RIE
ISICitedReferencesCount 9
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000852215400004&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 2162-2337
IngestDate Thu Sep 11 12:11:20 EDT 2025
Tue Nov 18 21:35:38 EST 2025
Sat Nov 29 03:22:50 EST 2025
Wed Aug 27 02:14:24 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 9
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
https://doi.org/10.15223/policy-029
https://doi.org/10.15223/policy-037
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c291t-f4f61b8ad5062d44a5f8e7194523f357dbfd36a4ff19fefc8273abfdb6a173cb3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-2516-4226
0000-0001-7702-1123
0000-0002-2700-2001
0000-0001-8602-0800
0000-0002-0251-1483
0000-0001-6407-068X
0000-0001-5286-7958
PQID 2712056524
PQPubID 2040496
PageCount 5
ParticipantIDs crossref_primary_10_1109_LWC_2022_3159696
proquest_journals_2712056524
crossref_citationtrail_10_1109_LWC_2022_3159696
ieee_primary_9734749
PublicationCentury 2000
PublicationDate 2022-09-01
PublicationDateYYYYMMDD 2022-09-01
PublicationDate_xml – month: 09
  year: 2022
  text: 2022-09-01
  day: 01
PublicationDecade 2020
PublicationPlace Piscataway
PublicationPlace_xml – name: Piscataway
PublicationTitle IEEE wireless communications letters
PublicationTitleAbbrev LWC
PublicationYear 2022
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References ref13
ref12
ref15
ref14
ref11
ref10
ref2
ref1
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref2
  doi: 10.1109/TVT.2020.2975559
– ident: ref3
  doi: 10.1109/TCOMM.2019.2920594
– ident: ref6
  doi: 10.1109/LWC.2019.2961670
– ident: ref4
  doi: 10.1109/TCOMM.2020.3040283
– ident: ref8
  doi: 10.1109/LCOMM.2020.3025978
– ident: ref11
  doi: 10.1109/TVT.2018.2868944
– ident: ref7
  doi: 10.1109/TVT.2021.3111646
– ident: ref10
  doi: 10.1109/JSAC.2020.3007035
– ident: ref14
  doi: 10.1109/JIOT.2017.2786343
– ident: ref1
  doi: 10.1109/TCOMM.2019.2947921
– ident: ref5
  doi: 10.1109/TWC.2019.2936025
– ident: ref9
  doi: 10.1109/LWC.2020.3000490
– ident: ref13
  doi: 10.1109/LWC.2019.2919685
– ident: ref12
  doi: 10.1109/TWC.2021.3073746
– ident: ref15
  doi: 10.1109/TWC.2014.2314654
SSID ssj0000601218
Score 2.352437
Snippet This letter investigates a virtual reality (VR) delivery system, where the original VR contents requested by all users are stored at the macro base station...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 1770
SubjectTerms Algorithms
Computational modeling
Intelligent reflecting surface
latency minimization
Minimization
Optimization
Reconfigurable intelligent surfaces
Robustness (mathematics)
Security
Uncertainty
Virtual reality
Wireless communication
Title Latency Minimization for Secure Intelligent Reflecting Surface Enhanced Virtual Reality Delivery Systems
URI https://ieeexplore.ieee.org/document/9734749
https://www.proquest.com/docview/2712056524
Volume 11
WOSCitedRecordID wos000852215400004&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 2162-2345
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000601218
  issn: 2162-2337
  databaseCode: RIE
  dateStart: 20120101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8QwEB5UPOjBt7i-yMGLYN1NOm2ao_hAYRXxfStpOsEFrbLuCv57k2y3KIrgrZRMKf2S5pvJzDcAO0ipb-qCEUdbRGjR-jUnowS1pyMaVcjNuevKi4vs4UFdTsBeUwtDRCH5jPb9ZTjLL1_M0IfK2krGKFFNwqSUclSr1cRTvK6ICOE8wVMRiTiW41PJjmp37w-dLyiEc1ETrwfzbRcKbVV-_IvDBnMy_79XW4C5mkiygxHyizBB1RLMfpEXXIbHrvaM-IOd96rec11wyRxLZSHKTuys0eMcsCuyPoLvDNn1sG-1IXZcPYb8AHbX6_syEzcmsHZ2RE8-neOD1XrnK3B7cnxzeBrVnRUiIxQfRA6SlBeZLpNOKkpEndiMJFfo3FIbJ7IsbBmnGq3lypI1mSM52t0rUs1lbIp4Faaql4rWgHGuE5KKMuQGS-GdbcstR0M6jY0WLWiPv3Ruatlx3_3iKQ_uR0flDpvcY5PX2LRgt7F4HUlu_DF22WPRjKthaMHmGMy8XpNvuZBcOLqXCFz_3WoDZvyzRxlkmzA16A9pC6bN-6D31t8O0-0TrX3TMQ
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LT9wwEB5RqNRyAFqoWJ4-9ILUdNfOJI6PiIdAhFVVHuUWOc5YuxIEtOwi8e-xvdmoiKoStyjyKFE-O_5mPPMNwHek1Dd1wYijLSO0aP2ak1GC2tMRjSrk5lznst_Pbm7Urzn40dbCEFFIPqOf_jKc5Vf3ZuJDZV0lY5SoPsBCgij4tFqrjah4ZRERAnqCpyIScSxn55I91c3_HDhvUAjnpCZeEebVPhQaq7z5G4ct5nj5fS-3AksNlWT7U-y_wBzVX2HxL4HBVRjk2nPiZ3Y-rId3TcklczyVhTg7sdNWkXPMfpP1MXxnyC4mI6sNsaN6EDIE2PVw5AtN3JjA29kh3fqEjmfWKJ6vwdXx0eXBSdT0VoiMUHwcOVBSXma6SnqpqBB1YjOSXKFzTG2cyKq0VZxqtJYrS9ZkjuZod69MNZexKeNvMF_f17QOjHOdkFSUITdYCe9uW245GtJpbLToQHf2pQvTCI_7_he3RXBAeqpw2BQem6LBpgN7rcXDVHTjP2NXPRbtuAaGDmzNwCyaVflYCMmFI3yJwI1_W-3Cp5PL87zIT_tnm_DZP2eaT7YF8-PRhLbho3kaDx9HO2HqvQDPYdZ4
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Latency+Minimization+for+Secure+Intelligent+Reflecting+Surface+Enhanced+Virtual+Reality+Delivery+Systems&rft.jtitle=IEEE+wireless+communications+letters&rft.au=Zhou%2C+Yi&rft.au=Pan%2C+Cunhua&rft.au=Yeoh%2C+Phee+Lep&rft.au=Wang%2C+Kezhi&rft.date=2022-09-01&rft.pub=IEEE&rft.issn=2162-2337&rft.volume=11&rft.issue=9&rft.spage=1770&rft.epage=1774&rft_id=info:doi/10.1109%2FLWC.2022.3159696&rft.externalDocID=9734749
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2162-2337&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2162-2337&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2162-2337&client=summon