Distributed-Relay Beamforming for Secrecy Energy Efficiency With Coordinated Eavesdroppers

This letter proposes a secure and energy efficient beamforming scheme for a distributed amplify-and-forward relay network against multiple coordinated eavesdroppers. Specifically, an optimization problem is formulated to maximize the secrecy energy efficiency (SEE), defined as the ratio of secrecy r...

Full description

Saved in:
Bibliographic Details
Published inIEEE communications letters Vol. 22; no. 5; pp. 1054 - 1057
Main Authors Ouyang, Jian, Lin, Min, Zhu, Wei-Ping, Hong, Tao, Xu, Ba
Format Journal Article
LanguageEnglish
Published IEEE 01.05.2018
Subjects
Online AccessGet full text
ISSN1089-7798
1558-2558
DOI10.1109/LCOMM.2018.2807425

Cover

Abstract This letter proposes a secure and energy efficient beamforming scheme for a distributed amplify-and-forward relay network against multiple coordinated eavesdroppers. Specifically, an optimization problem is formulated to maximize the secrecy energy efficiency (SEE), defined as the ratio of secrecy rate (SR) to total power consumption, subject to the target SR and both total and individual relay transmit power constraints. Due to the difficulty in solving this problem arisen from the non-convexity of fractional form of SEE and logarithmic subtraction of SR, we first adopt the Dinkelbach's method to handle the original problem by iteratively solving a sequence of parametric problems. Then, by jointly applying the penalty function approach and the difference of convex functions programming, we convert the parametric problem into a convex one which can be further approximated as a second order cone programming problem to reduce the computational complexity. Finally, we propose an iterative algorithm to find the near-optimal solution. Numerical results demonstrating the effectiveness of the proposed scheme and its advantage over the conventional approaches are provided.
AbstractList This letter proposes a secure and energy efficient beamforming scheme for a distributed amplify-and-forward relay network against multiple coordinated eavesdroppers. Specifically, an optimization problem is formulated to maximize the secrecy energy efficiency (SEE), defined as the ratio of secrecy rate (SR) to total power consumption, subject to the target SR and both total and individual relay transmit power constraints. Due to the difficulty in solving this problem arisen from the non-convexity of fractional form of SEE and logarithmic subtraction of SR, we first adopt the Dinkelbach's method to handle the original problem by iteratively solving a sequence of parametric problems. Then, by jointly applying the penalty function approach and the difference of convex functions programming, we convert the parametric problem into a convex one which can be further approximated as a second order cone programming problem to reduce the computational complexity. Finally, we propose an iterative algorithm to find the near-optimal solution. Numerical results demonstrating the effectiveness of the proposed scheme and its advantage over the conventional approaches are provided.
Author Hong, Tao
Zhu, Wei-Ping
Lin, Min
Ouyang, Jian
Xu, Ba
Author_xml – sequence: 1
  givenname: Jian
  orcidid: 0000-0003-0631-947X
  surname: Ouyang
  fullname: Ouyang, Jian
  email: ouyangjian@njupt.edu.cn
  organization: Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China
– sequence: 2
  givenname: Min
  surname: Lin
  fullname: Lin, Min
  email: linmin@njupt.edu.cn
  organization: Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China
– sequence: 3
  givenname: Wei-Ping
  orcidid: 0000-0001-7955-7044
  surname: Zhu
  fullname: Zhu, Wei-Ping
  email: weiping@ece.concordia.ca
  organization: Department of Electrical and Computer Engineering, Concordia University, Montréal, QC, Canada
– sequence: 4
  givenname: Tao
  orcidid: 0000-0002-9270-3074
  surname: Hong
  fullname: Hong, Tao
  email: hongt@njupt.edu.cn
  organization: Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China
– sequence: 5
  givenname: Ba
  surname: Xu
  fullname: Xu, Ba
  email: nudtxb_0307@163.com
  organization: Nanjing Institute of Telecommunication Technology, Nanjing, China
BookMark eNp9kNtKAzEQhoNUsK2-gN7sC2ydZA9JLnWtB2gpeEDwZskmkxppsyVZhb69W1u88MKb-YeB7x_4RmTgW4-EnFOYUAryclYt5vMJAyomTADPWXFEhrQoRMr6Meh3EDLlXIoTMorxAwAEK-iQvN242AXXfHZo0kdcqW1yjWpt27B2fpn0mTyhDqi3ydRjWPZhrdMOfX95dd17UrVtMM6rviCZqi-MJrSbDYZ4So6tWkU8O-SYvNxOn6v7dLa4e6iuZqlmJe9SJWTJmiwvjTWCcypAqqzR1uhMM55ByXPb6Bw5tWgLBcjRaMppKcEWBcdsTNi-V4c2xoC23gS3VmFbU6h3duofO_XOTn2w00PiD6RdpzrX-i4ot_ofvdijDhF_fwkmc8Yh-wbciHa1
CODEN ICLEF6
CitedBy_id crossref_primary_10_1049_cmu2_12097
crossref_primary_10_1109_LCOMM_2021_3109888
crossref_primary_10_1109_TCOMM_2020_2978044
crossref_primary_10_1109_LWC_2022_3149779
crossref_primary_10_1109_TVT_2021_3061367
crossref_primary_10_1002_sat_1334
crossref_primary_10_1109_TVT_2018_2876062
crossref_primary_10_1109_ACCESS_2018_2882171
crossref_primary_10_1109_JSYST_2020_2967470
crossref_primary_10_1049_cmu2_70022
crossref_primary_10_1007_s12206_020_1201_5
Cites_doi 10.1109/TCOMM.2014.2387342
10.1016/S0024-3795(98)10032-0
10.1109/TSP.2008.925945
10.1287/mnsc.13.7.492
10.1109/ACCESS.2017.2667882
10.1109/JSAC.2014.141121
10.1109/LCOMM.2015.2436382
10.1109/TWC.2015.2477510
10.1109/SURV.2014.012314.00178
10.1109/TWC.2017.2701377
10.1109/TWC.2016.2610418
10.1109/TVT.2012.2199145
10.1109/LSP.2012.2227313
ContentType Journal Article
DBID 97E
RIA
RIE
AAYXX
CITATION
DOI 10.1109/LCOMM.2018.2807425
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1558-2558
EndPage 1057
ExternalDocumentID 10_1109_LCOMM_2018_2807425
8294270
Genre orig-research
GrantInformation_xml – fundername: Natural Science Foundation of Jiangsu Province
  grantid: BK20160911
  funderid: 10.13039/501100004608
– fundername: Natural Science Foundation of Jiangsu Higher Education Institutions of China
  grantid: 16KJB510027
– fundername: NUPTSF
  grantid: NY217001; NY214140; NY215135
  funderid: 10.13039/501100005374
– fundername: National Natural Science Foundation of China
  grantid: 61372122; 61720106003
  funderid: 10.13039/501100001809
GroupedDBID -~X
0R~
29I
4.4
5GY
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACIWK
AENEX
AETIX
AGQYO
AGSQL
AHBIQ
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ATWAV
AZLTO
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
EJD
HZ~
H~9
IES
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
O9-
OCL
P2P
RIA
RIE
RNS
TN5
VH1
AAYXX
CITATION
ID FETCH-LOGICAL-c267t-a8962b346dfd8771809a3bcfdc3c2730674fbc4e71fef5a0e7edc171690f557e3
IEDL.DBID RIE
ISSN 1089-7798
IngestDate Thu Apr 24 22:59:31 EDT 2025
Wed Oct 01 04:53:00 EDT 2025
Wed Aug 27 02:26:53 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 5
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c267t-a8962b346dfd8771809a3bcfdc3c2730674fbc4e71fef5a0e7edc171690f557e3
ORCID 0000-0001-7955-7044
0000-0003-0631-947X
0000-0002-9270-3074
PageCount 4
ParticipantIDs crossref_primary_10_1109_LCOMM_2018_2807425
crossref_citationtrail_10_1109_LCOMM_2018_2807425
ieee_primary_8294270
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2018-May
2018-5-00
PublicationDateYYYYMMDD 2018-05-01
PublicationDate_xml – month: 05
  year: 2018
  text: 2018-May
PublicationDecade 2010
PublicationTitle IEEE communications letters
PublicationTitleAbbrev LCOMM
PublicationYear 2018
Publisher IEEE
Publisher_xml – name: IEEE
References ref13
ref12
ref11
ref10
ref2
ref1
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref6
  doi: 10.1109/TCOMM.2014.2387342
– ident: ref10
  doi: 10.1016/S0024-3795(98)10032-0
– ident: ref13
  doi: 10.1109/TSP.2008.925945
– ident: ref8
  doi: 10.1287/mnsc.13.7.492
– ident: ref4
  doi: 10.1109/ACCESS.2017.2667882
– ident: ref7
  doi: 10.1109/JSAC.2014.141121
– ident: ref11
  doi: 10.1109/LCOMM.2015.2436382
– ident: ref5
  doi: 10.1109/TWC.2015.2477510
– ident: ref1
  doi: 10.1109/SURV.2014.012314.00178
– ident: ref9
  doi: 10.1109/TWC.2017.2701377
– ident: ref3
  doi: 10.1109/TWC.2016.2610418
– ident: ref12
  doi: 10.1109/TVT.2012.2199145
– ident: ref2
  doi: 10.1109/LSP.2012.2227313
SSID ssj0008251
Score 2.30224
Snippet This letter proposes a secure and energy efficient beamforming scheme for a distributed amplify-and-forward relay network against multiple coordinated...
SourceID crossref
ieee
SourceType Enrichment Source
Index Database
Publisher
StartPage 1054
SubjectTerms amplify-and-forward relay network
Array signal processing
Computational complexity
Distributed beamforming
Programming profession
Relay networks (telecommunications)
secrecy energy efficiency
Wireless communication
Title Distributed-Relay Beamforming for Secrecy Energy Efficiency With Coordinated Eavesdroppers
URI https://ieeexplore.ieee.org/document/8294270
Volume 22
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 1558-2558
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0008251
  issn: 1089-7798
  databaseCode: RIE
  dateStart: 19970101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PS8MwFA7qSQ_-muL8RQ7etFu3pk1y1LkxxOlBh8NLaZIXHOo2tBP0rzcv7cYQEU8tbQIhL_R9r-973yPkRDBsaJxEgdVcBkxjflfoRqCd-aXIQFrj1T5vkm6fXQ3iwRI5m9fCAIAnn0ENb30u34z1FH-V1UVTsiZ3AfoyF0lRqzX_6mIJZkGmlw4xSjErkAll_bp12-shi0vUvPYLtsVecEILXVW8U-lskN5sOQWX5Lk2zVVNf_1QavzvejfJeoku6XlxHLbIEoy2ydqC5mCFPF6iVC52uQITIBXuk15A9orY1b2n7krvEErqT9r2dYG07VUmsESTPgzzJ9oau4B1OHIg1dB29gHv5m08mTgYuUP6nfZ9qxuUDRYC3Ux4HmRCJk0VscRYIzhHKa8sUtoaHWkHa5wjY1ZpBrxhwcZZCByM9vo6oY1jDtEuWRmNR7BHqAKrGGehymLFrEyk4SCl5YYZn7qrksZsx1Ndqo9jE4yX1EchoUy9lVK0UlpaqUpO53MmhfbGn6MraIH5yHLz939_fEBWcXJBXTwkK_nbFI4cvMjVsT9X3519zHQ
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV09T8MwELUQDMDAV0F844ENUtLGieMRSlGBtgxQUbFEsX0WCGirkiKVX4_PSasKIcSUKHEiy2fl3uXuvSPkOGbY0DgKPKO48JjC_G6sKp6y5hdxCsJop_bZjhoddtMNu3PkdMqFAQBXfAZlPHW5fN1XI_xVdhZXBatyG6AvhIyxMGdrTb-7SMLMy-mFxYwinlBkfHHWrN21WljHFZed-gs2xp5xQzN9VZxbuVolrcmE8mqS1_Iok2X19UOr8b8zXiMrBb6k5_mGWCdz0NsgyzOqgyXydIliudjnCrSHxXBjegHpO6JXe5_aI71HMKnGtO6YgbTudCaQpEkfX7JnWuvbkPWlZ2GqpvX0Ez70sD8YWCC5STpX9YdawytaLHiqGvHMS2MRVWXAIm10zDmKeaWBVEarQFlgY10ZM1Ix4BUDJkx94KCVU9jxTRhyCLbIfK_fg21CJRjJOPNlGkpmRCQ0ByEM10y75N0OqUxWPFGF_ji2wXhLXBzii8RZKUErJYWVdsjJ9JlBrr7x5-gSWmA6slj83d8vH5HFxkOrmTSv27d7ZAlflBcy7pP5bDiCAws2Mnno9tg3fCvPwQ
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=Distributed-Relay+Beamforming+for+Secrecy+Energy+Efficiency+With+Coordinated+Eavesdroppers&rft.jtitle=IEEE+communications+letters&rft.au=Ouyang%2C+Jian&rft.au=Lin%2C+Min&rft.au=Zhu%2C+Wei-Ping&rft.au=Hong%2C+Tao&rft.date=2018-05-01&rft.pub=IEEE&rft.issn=1089-7798&rft.volume=22&rft.issue=5&rft.spage=1054&rft.epage=1057&rft_id=info:doi/10.1109%2FLCOMM.2018.2807425&rft.externalDocID=8294270
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1089-7798&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1089-7798&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1089-7798&client=summon