Robust Power-Splitting SWIPT Beamforming for Broadcast Channels

This letter considers the multiple-input single-output (MISO) broadcast system for simultaneous wireless information and power transfer (SWIPT) using receiver power splitting and aims to optimize jointly the beamforming vectors and the power splitting ratios for minimizing the transmit power of the...

Full description

Saved in:
Bibliographic Details
Published inIEEE communications letters Vol. 20; no. 1; pp. 181 - 184
Main Authors Liao, Jialing, A. Khandaker, Muhammad R., Wong, Kai-Kit
Format Journal Article
LanguageEnglish
Published New York IEEE 01.01.2016
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text
ISSN1089-7798
1558-2558
DOI10.1109/LCOMM.2015.2498928

Cover

Loading…
Abstract This letter considers the multiple-input single-output (MISO) broadcast system for simultaneous wireless information and power transfer (SWIPT) using receiver power splitting and aims to optimize jointly the beamforming vectors and the power splitting ratios for minimizing the transmit power of the base station (BS) subject to the individual signal-to-interference-plus-noise ratio (SINR) and the energy-harvesting constraints at the mobile stations (MSs). However, the CSI is assumed imperfect but has a deterministic uncertainty region. Unlike existing attempts that resort to iterations guided by semidefinite relaxation (SDR), we propose a reverse convex nonsmooth optimization algorithm, which provides the near-optimal rank-one solution.
AbstractList This letter considers the multiple-input single-output (MISO) broadcast system for simultaneous wireless information and power transfer (SWIPT) using receiver power splitting and aims to optimize jointly the beamforming vectors and the power splitting ratios for minimizing the transmit power of the base station (BS) subject to the individual signal-to-interference-plus-noise ratio (SINR) and the energy-harvesting constraints at the mobile stations (MSs). However, the CSI is assumed imperfect but has a deterministic uncertainty region. Unlike existing attempts that resort to iterations guided by semidefinite relaxation (SDR), we propose a reverse convex nonsmooth optimization algorithm, which provides the near-optimal rank-one solution.
Author Wong, Kai-Kit
Liao, Jialing
A. Khandaker, Muhammad R.
Author_xml – sequence: 1
  givenname: Jialing
  surname: Liao
  fullname: Liao, Jialing
  email: jialing.liao.14@ucl.ac.uk
  organization: Department of Electronic and Electrical Engineering, University College London, London, U.K
– sequence: 2
  givenname: Muhammad R.
  surname: A. Khandaker
  fullname: A. Khandaker, Muhammad R.
  email: m.khandaker@ucl.ac.uk
  organization: Department of Electronic and Electrical Engineering, University College London, London, U.K
– sequence: 3
  givenname: Kai-Kit
  surname: Wong
  fullname: Wong, Kai-Kit
  email: kai-kit.wong@ucl.ac.uk
  organization: Department of Electronic and Electrical Engineering, University College London, London, U.K
BookMark eNp9kE1LAzEQhoNUsFX_gF4KXrxszWQ3m-QktvgFLS224nHJ7k50y3ZTky3ivze1xUMPXmaG4XmG4e2RTmMbJOQC6ACAqpvxaDqZDBgFPmCJkorJI9IFzmXEQumEmUoVCaHkCel5v6SUSsahS25fbL7xbX9mv9BF83VdtW3VvPfnb8-zRX-IemWsW203ofeHzuqy0IEffeimwdqfkWOja4_n-35KXh_uF6OnaDx9fB7djaMiiWUbmVKJBBLI09IYySA3RpeoNIiSc6MVQ6YLyRNJ8xxMglRCzFKFTCKjQiTxKbne3V07-7lB32aryhdY17pBu_EZCJmCiLmUAb06QJd245rwXaB4yoRKOQRK7qjCWe8dmqyoWt1WtmmdruoMaLZNNvtNNtsmm-2TDSo7UNeuWmn3_b90uZMqRPwTRMwYqDT-AQUVhUg
CODEN ICLEF6
CitedBy_id crossref_primary_10_1109_JSAC_2021_3118397
crossref_primary_10_1016_j_comcom_2020_02_027
crossref_primary_10_1002_dac_4769
crossref_primary_10_1002_ett_3154
crossref_primary_10_1109_ACCESS_2017_2727073
crossref_primary_10_1109_COMST_2018_2860778
crossref_primary_10_1002_dac_4821
crossref_primary_10_1186_s13638_018_1189_z
crossref_primary_10_1109_TGCN_2017_2706063
crossref_primary_10_1016_j_sigpro_2020_107953
crossref_primary_10_1109_TVT_2022_3206998
crossref_primary_10_1109_TWC_2019_2916405
crossref_primary_10_1109_TWC_2019_2938962
crossref_primary_10_1109_JIOT_2022_3150321
crossref_primary_10_1109_JIOT_2023_3241577
crossref_primary_10_3390_s17102275
crossref_primary_10_1109_TCOMM_2017_2676815
crossref_primary_10_1109_ACCESS_2018_2870717
crossref_primary_10_1109_TWC_2024_3431684
crossref_primary_10_1016_j_sigpro_2020_107720
crossref_primary_10_1109_COMST_2018_2797886
crossref_primary_10_1109_JIOT_2021_3063950
crossref_primary_10_1109_TGCN_2022_3196048
crossref_primary_10_1587_transcom_2020EBP3099
crossref_primary_10_1109_JIOT_2018_2801380
crossref_primary_10_1109_ACCESS_2022_3182552
crossref_primary_10_1109_TCOMM_2021_3056714
crossref_primary_10_1587_transcom_2017ISP0004
crossref_primary_10_1109_TWC_2021_3129881
Cites_doi 10.1109/TSP.2012.2189857
10.1109/TWC.2013.031813.120224
10.1109/TCOMM.2013.13.120855
10.1109/ICCChina.2014.7008285
10.1109/TWC.2014.041714.131688
10.1109/TWC.2013.062413.122042
10.1109/TWC.2012.113012.120500
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2016
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2016
DBID 97E
ESBDL
RIA
RIE
AAYXX
CITATION
7SP
8FD
L7M
F28
FR3
DOI 10.1109/LCOMM.2015.2498928
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE Xplore Open Access Journals
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Electronics & Communications Abstracts
Technology Research Database
Advanced Technologies Database with Aerospace
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
DatabaseTitle CrossRef
Technology Research Database
Advanced Technologies Database with Aerospace
Electronics & Communications Abstracts
Engineering Research Database
ANTE: Abstracts in New Technology & Engineering
DatabaseTitleList
Technology Research Database
Engineering Research Database
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 184
ExternalDocumentID 3919975691
10_1109_LCOMM_2015_2498928
7322196
Genre orig-research
GrantInformation_xml – fundername: Engineering and Physical Sciences Research Council; EPSRC
  grantid: EP/K015893/1
  funderid: 10.13039/501100000266
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
ESBDL
HZ~
H~9
IES
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
O9-
OCL
P2P
RIA
RIE
RNS
TN5
VH1
AAYOK
AAYXX
CITATION
RIG
7SP
8FD
L7M
F28
FR3
ID FETCH-LOGICAL-c438t-fd974141b6dff821bffade9a17d55fa92e2ac85480bb1f4e0813269e28e207743
IEDL.DBID RIE
ISSN 1089-7798
IngestDate Thu Sep 04 20:26:52 EDT 2025
Sun Jun 29 12:22:26 EDT 2025
Tue Jul 01 04:15:52 EDT 2025
Thu Apr 24 23:09:41 EDT 2025
Wed Aug 27 08:34:02 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords broadcast
power splitting
Energy harvesting
MISO
optimal beamforming
Language English
License https://creativecommons.org/licenses/by/3.0/legalcode
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c438t-fd974141b6dff821bffade9a17d55fa92e2ac85480bb1f4e0813269e28e207743
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
OpenAccessLink https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/document/7322196
PQID 1756279651
PQPubID 85419
PageCount 4
ParticipantIDs proquest_miscellaneous_1786173588
proquest_journals_1756279651
crossref_citationtrail_10_1109_LCOMM_2015_2498928
crossref_primary_10_1109_LCOMM_2015_2498928
ieee_primary_7322196
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2016-Jan.
2016-1-00
20160101
PublicationDateYYYYMMDD 2016-01-01
PublicationDate_xml – month: 01
  year: 2016
  text: 2016-Jan.
PublicationDecade 2010
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE communications letters
PublicationTitleAbbrev COML
PublicationYear 2016
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 ref8
ref4
ref3
ref6
ref5
ref2
ref1
grant (ref7) 2013
References_xml – ident: ref8
  doi: 10.1109/TSP.2012.2189857
– ident: ref1
  doi: 10.1109/TWC.2013.031813.120224
– ident: ref2
  doi: 10.1109/TCOMM.2013.13.120855
– ident: ref6
  doi: 10.1109/ICCChina.2014.7008285
– ident: ref5
  doi: 10.1109/TWC.2014.041714.131688
– year: 2013
  ident: ref7
  publication-title: CVX Matlab software for disciplined convex programming version 2 0 beta
– ident: ref4
  doi: 10.1109/TWC.2013.062413.122042
– ident: ref3
  doi: 10.1109/TWC.2012.113012.120500
SSID ssj0008251
Score 2.3647726
Snippet This letter considers the multiple-input single-output (MISO) broadcast system for simultaneous wireless information and power transfer (SWIPT) using receiver...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 181
SubjectTerms Array signal processing
Beamforming
broadcast
Broadcasting
Channels
Eigenvalues and eigenfunctions
Energy harvesting
Interference
Mathematical analysis
MISO
optimal beamforming
Optimization
power splitting
Radio equipment
Signal to noise ratio
Stations
Vectors (mathematics)
Wireless communication
Title Robust Power-Splitting SWIPT Beamforming for Broadcast Channels
URI https://ieeexplore.ieee.org/document/7322196
https://www.proquest.com/docview/1756279651
https://www.proquest.com/docview/1786173588
Volume 20
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT4QwEJ6snvTg27i-gok3ZYUuj_Zk1GhW46rxEb2RPoaLyhoXLv56p4UlRo3xBIGBNp1p55t2HgC7SDwmNc_8UJOlE5FO85V2LlbEYiViZgIb7zy8SgYP0cVT_NSB_TYWBhGd8xn27K07yzcjXdmtsoOUpI8kZgqmSMzqWK121bUhmLUzvSDEKPgkQCYQB5cn18Oh9eKKe2RscGErr39RQq6qyo-l2OmXs3kYTnpWu5U896pS9fTHt6SN_-36Asw1QNM7qiVjETpYLMHsl_SDy3B4O1LVuPRubKU0_47gqHOC9u4ez2_uvWOUrxbR2id09chgl0ZLorcRCQXp1BV4ODu9Pxn4TUEFX0d9Xvq5IeshjEKVmDznLFR5Lg0KGaYmjnMpGDKpuc0Ap1SYR0hwgdCdQMaRBYQT-6swXYwKXAOPCa6TNMUoZ2Rjmb5UmHKMOQYR8sCkXQgnI5zpJtu4LXrxkjmrIxCZ40pmuZI1XOnCXvvNW51r40_qZTvMLWUzwl3YnDAya6bjOCOMlLBUJHHYhZ32NU0kezoiCxxVloYTmuvHnK___ucNmKH2m_2XTZgu3yvcIkRSqm0nip9pedop
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT9wwEB5Remh74FFAXV5Npd5olsQbJ_YJASpa6IYiWFRukR-TS9tsBcmFX8_YyUYIEOopUTKJRp6x5xt7HgBfkWRMZp6FsSFPJyGbFmrjQ6xIxFpyZiOX75yfp-Pr5OyG3yzAtz4XBhF98BkO3a0_y7cz07itsv2MtI805g28Jbuf8DZbq193XRJmG04vCTNKMU-RieT-5Phnnrs4Lj4kd0NI13v9kRnyfVWeLcbewpwsQz7nrQ0s-T1saj0090_KNv4v8yuw1EHN4LDVjVVYwOojfHhUgHANDi5nurmrgwvXKy28IkDqw6CDq1-nF9PgCNVfh2ndE7oG5LIraxTRu5yEiqzqOlyffJ8ej8OupUJokpGow9KS_xAnsU5tWQoW67JUFqWKM8t5qSRDpoxwNeC0jssECTAQvpPIBLKIkOJoAxarWYWfIGBSmDTLMCkZeVl2pDRmArnAKEER2WwA8XyEC9PVG3dtL_4U3u-IZOGlUjipFJ1UBrDXf_OvrbbxKvWaG-aeshvhAWzPBVl0E_KuIJSUskymPB7Al_41TSV3PqIqnDWORhCeG3EhNl_-82d4N57mk2Jyev5jC94TL91uzDYs1rcN7hA-qfWuV8sH_4rddg
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=Robust+Power-Splitting+SWIPT+Beamforming+for+Broadcast+Channels&rft.jtitle=IEEE+communications+letters&rft.au=Liao%2C+Jialing&rft.au=A.+Khandaker%2C+Muhammad+R.&rft.au=Wong%2C+Kai-Kit&rft.date=2016-01-01&rft.pub=IEEE&rft.issn=1089-7798&rft.volume=20&rft.issue=1&rft.spage=181&rft.epage=184&rft_id=info:doi/10.1109%2FLCOMM.2015.2498928&rft.externalDocID=7322196
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