Sum-Rate Maximization of Wireless Powered Primary Users for Cooperative CRNs: NOMA or TDMA at Cognitive Users?

Recently, wireless powered cooperative cognitive radio networks (CRNs), which combine the technologies of radio frequency (RF) energy harvesting and CR, have drawn great attention. In such networks, energy cooperation between the cognitive users (CUs) and the wireless powered primary users (PUs) can...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on communications Vol. 69; no. 7; pp. 4862 - 4876
Main Authors Xu, Ding, Zhu, Hongbo
Format Journal Article
LanguageEnglish
Published New York IEEE 01.07.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Recently, wireless powered cooperative cognitive radio networks (CRNs), which combine the technologies of radio frequency (RF) energy harvesting and CR, have drawn great attention. In such networks, energy cooperation between the cognitive users (CUs) and the wireless powered primary users (PUs) can be performed, where the CUs can charge the PUs wirelessly in exchange for the spectrum access. Specifically, energy cooperation and information transmission is executed in two phases, where the CUs transmit their data signals and the PUs harvest energy from these signals in the first phase, and the PUs transmit their data using the harvested energy in the second phase. In particular, we consider two multiple access schemes for the CUs, namely non-orthogonal multiple access (NOMA) and time-division multiple access (TDMA). For both NOMA and TDMA, the PU sum-rate maximization problems under the minimum CU sum-rate constraint are first simplified by exploring particular problem structure, then are transformed to convex problems, and finally are solved optimally. The PU sum-rates of the two schemes are compared theoretically as well as numerically. It is revealed that the circuit power consumption at the CUs, the required minimum CU sum-rate, and the PU energy harvesting sensitivity and saturation thresholds play key roles in the PU performance comparison of the two schemes.
AbstractList Recently, wireless powered cooperative cognitive radio networks (CRNs), which combine the technologies of radio frequency (RF) energy harvesting and CR, have drawn great attention. In such networks, energy cooperation between the cognitive users (CUs) and the wireless powered primary users (PUs) can be performed, where the CUs can charge the PUs wirelessly in exchange for the spectrum access. Specifically, energy cooperation and information transmission is executed in two phases, where the CUs transmit their data signals and the PUs harvest energy from these signals in the first phase, and the PUs transmit their data using the harvested energy in the second phase. In particular, we consider two multiple access schemes for the CUs, namely non-orthogonal multiple access (NOMA) and time-division multiple access (TDMA). For both NOMA and TDMA, the PU sum-rate maximization problems under the minimum CU sum-rate constraint are first simplified by exploring particular problem structure, then are transformed to convex problems, and finally are solved optimally. The PU sum-rates of the two schemes are compared theoretically as well as numerically. It is revealed that the circuit power consumption at the CUs, the required minimum CU sum-rate, and the PU energy harvesting sensitivity and saturation thresholds play key roles in the PU performance comparison of the two schemes.
Author Xu, Ding
Zhu, Hongbo
Author_xml – sequence: 1
  givenname: Ding
  orcidid: 0000-0001-5286-698X
  surname: Xu
  fullname: Xu, Ding
  email: xuding@ieee.org
  organization: Jiangsu Key Laboratory of Wireless Communications, Nanjing University of Posts and Telecommunications, Nanjing, China
– sequence: 2
  givenname: Hongbo
  surname: Zhu
  fullname: Zhu, Hongbo
  email: zhuhb@njupt.edu.cn
  organization: Jiangsu Key Laboratory of Wireless Communications, Nanjing University of Posts and Telecommunications, Nanjing, China
BookMark eNp9kDtPwzAUhS1UJNrCH4DFEnOKHcdJzIKq8JT6UmnFGDnJDXLVxsVOef163KRiYGC6wznfudLXQ51KV4DQOSUDSom4WiTT8XjgE58OGImY4P4R6lLOY4_EPOqgLiGCeGEUxSeoZ-2KEBIQxrqoet5tvLmsAY_lp9qob1krXWFd4hdlYA3W4pn-AAMFnhm1keYLLy0Yi0ttcKL1Fowj3gEn84m9xpPpeIhdsrh1V9au8VqpJm-om1N0XMq1hbPD7aPl_d0iefRG04enZDjychbS2oOMQ5AVkklZsDiHjAohyoBDQXM_ylhOCj8s-L5R8DLKKOFlCXGchRSEm2B9dNnubo1-24Gt05Xemcq9TH3OKQuDgAvXittWbrS1Bso0V3UjoDZSrVNK0r3dtLGb7u2mB7sO9f-g21bP_9BFCykA-AVEQMLYZ-wHLqWIlw
CODEN IECMBT
CitedBy_id crossref_primary_10_1109_JIOT_2023_3289491
crossref_primary_10_1109_JIOT_2024_3406044
crossref_primary_10_1109_TIFS_2024_3430549
crossref_primary_10_1002_dac_5698
crossref_primary_10_1109_TWC_2022_3225085
crossref_primary_10_1016_j_comnet_2021_108256
crossref_primary_10_1049_cmu2_12476
crossref_primary_10_1016_j_phycom_2023_102007
crossref_primary_10_1155_2021_1717585
crossref_primary_10_1155_2023_8828761
crossref_primary_10_3390_electronics13010099
crossref_primary_10_1109_TVT_2024_3352262
crossref_primary_10_1109_JIOT_2023_3326440
crossref_primary_10_1109_ACCESS_2022_3216308
crossref_primary_10_1016_j_adhoc_2023_103206
crossref_primary_10_1109_TII_2024_3384584
crossref_primary_10_1016_j_phycom_2022_101701
crossref_primary_10_1109_TVT_2024_3465036
crossref_primary_10_1016_j_aeue_2022_154449
crossref_primary_10_1109_TVT_2023_3259359
crossref_primary_10_1109_TWC_2024_3484165
crossref_primary_10_1007_s11760_022_02459_x
crossref_primary_10_3390_s21227653
crossref_primary_10_1007_s10776_023_00593_y
crossref_primary_10_3390_electronics12112370
crossref_primary_10_1109_TWC_2022_3151624
crossref_primary_10_1109_JIOT_2023_3267456
crossref_primary_10_1109_JSYST_2024_3350155
crossref_primary_10_1155_2022_9425490
crossref_primary_10_3390_s23094279
crossref_primary_10_1109_TVT_2023_3259427
Cites_doi 10.1109/MWC.2018.1700074
10.1109/JSYST.2019.2935263
10.1109/TWC.2012.113012.120500
10.1017/CBO9780511804441
10.1109/TWC.2018.2859976
10.1109/TWC.2019.2942303
10.1109/MWC.2019.1800598
10.1109/TWC.2017.2786255
10.1109/MNET.2017.1700082
10.1109/TWC.2019.2948874
10.1109/LWC.2016.2531078
10.1109/COMST.2015.2444095
10.1109/JSAC.2017.2724646
10.1109/TCOMM.2019.2951109
10.1109/JSAC.2013.131130
10.1109/TVT.2010.2043454
10.1109/TCOMM.2019.2921584
10.1109/JIOT.2018.2813162
10.1109/TWC.2008.061003
10.1109/TVT.2018.2799947
10.1109/TVT.2009.2028030
10.1109/TWC.2013.112513.130760
10.1109/TCOMM.2017.2739738
10.1109/LCOMM.2020.3029776
10.1109/TWC.2019.2946813
10.1109/JIOT.2019.2943377
10.1109/JIOT.2019.2948888
10.1109/LSP.2015.2500340
10.1109/TCOMM.2017.2709301
10.1109/TCCN.2016.2592921
10.1109/LWC.2017.2727493
10.1109/TWC.2020.2999130
10.1109/TVT.2020.3021953
10.1109/LWC.2019.2955696
10.1109/MWC.2017.1700245
10.1109/TCOMM.2013.071813.130105
10.1109/TCOMM.2018.2886002
10.1109/TWC.2018.2812889
10.1109/JIOT.2017.2778766
10.1109/TWC.2020.2973967
10.1109/LSP.2014.2343971
10.1109/TCCN.2015.2508028
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021
DBID 97E
RIA
RIE
AAYXX
CITATION
7SP
8FD
L7M
DOI 10.1109/TCOMM.2021.3073952
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://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1558-0857
EndPage 4876
ExternalDocumentID 10_1109_TCOMM_2021_3073952
9406823
Genre orig-research
GrantInformation_xml – fundername: Jiangsu Key Research and Development Program
  grantid: BE2020084-3
  funderid: 10.13039/501100013058
– fundername: National Natural Science Foundation of China
  grantid: 61906099; 92067201; 61871446
  funderid: 10.13039/501100001809
GroupedDBID -~X
.DC
0R~
29I
3EH
4.4
5GY
5VS
6IK
85S
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABFSI
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
ACKIV
ACNCT
AENEX
AETIX
AGQYO
AGSQL
AHBIQ
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ASUFR
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
E.L
EBS
EJD
HZ~
H~9
IAAWW
IBMZZ
ICLAB
IES
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
MS~
O9-
OCL
P2P
RIA
RIE
RNS
TAE
TN5
VH1
ZCA
ZCG
AAYOK
AAYXX
CITATION
RIG
7SP
8FD
L7M
ID FETCH-LOGICAL-c361t-eb5e4bda3aad38ceb1999f45ed1c27b3c0d26d5bda3d5f7b105ffe88b61e9c363
IEDL.DBID RIE
ISSN 0090-6778
IngestDate Mon Jun 30 10:12:07 EDT 2025
Tue Jul 01 02:51:34 EDT 2025
Thu Apr 24 23:01:03 EDT 2025
Wed Aug 27 02:40:52 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 7
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-c361t-eb5e4bda3aad38ceb1999f45ed1c27b3c0d26d5bda3d5f7b105ffe88b61e9c363
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0001-5286-698X
PQID 2551364459
PQPubID 85472
PageCount 15
ParticipantIDs crossref_citationtrail_10_1109_TCOMM_2021_3073952
crossref_primary_10_1109_TCOMM_2021_3073952
proquest_journals_2551364459
ieee_primary_9406823
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-07-01
PublicationDateYYYYMMDD 2021-07-01
PublicationDate_xml – month: 07
  year: 2021
  text: 2021-07-01
  day: 01
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on communications
PublicationTitleAbbrev TCOMM
PublicationYear 2021
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 ref35
ref13
ref34
ref12
ref37
ref15
ref36
ref14
ref31
ref30
ref33
ref11
ref32
ref10
ref2
ref1
ref39
ref17
ref38
ref16
ref19
ref18
ref24
ref23
ref26
ref25
ref20
ref42
ref41
ref22
ref21
ref28
ref27
ref29
ref8
ref7
ref9
ref4
ref3
ref6
ref5
ref40
References_xml – ident: ref21
  doi: 10.1109/MWC.2018.1700074
– ident: ref19
  doi: 10.1109/JSYST.2019.2935263
– ident: ref8
  doi: 10.1109/TWC.2012.113012.120500
– ident: ref39
  doi: 10.1017/CBO9780511804441
– ident: ref4
  doi: 10.1109/TWC.2018.2859976
– ident: ref27
  doi: 10.1109/TWC.2019.2942303
– ident: ref22
  doi: 10.1109/MWC.2019.1800598
– ident: ref5
  doi: 10.1109/TWC.2017.2786255
– ident: ref41
  doi: 10.1109/MNET.2017.1700082
– ident: ref26
  doi: 10.1109/TWC.2019.2948874
– ident: ref32
  doi: 10.1109/LWC.2016.2531078
– ident: ref2
  doi: 10.1109/COMST.2015.2444095
– ident: ref31
  doi: 10.1109/JSAC.2017.2724646
– ident: ref34
  doi: 10.1109/TCOMM.2019.2951109
– ident: ref14
  doi: 10.1109/JSAC.2013.131130
– ident: ref12
  doi: 10.1109/TVT.2010.2043454
– ident: ref29
  doi: 10.1109/TCOMM.2019.2921584
– ident: ref40
  doi: 10.1109/JIOT.2018.2813162
– ident: ref11
  doi: 10.1109/TWC.2008.061003
– ident: ref28
  doi: 10.1109/TVT.2018.2799947
– ident: ref13
  doi: 10.1109/TVT.2009.2028030
– ident: ref3
  doi: 10.1109/TWC.2013.112513.130760
– ident: ref17
  doi: 10.1109/TCOMM.2017.2739738
– ident: ref24
  doi: 10.1109/LCOMM.2020.3029776
– ident: ref16
  doi: 10.1109/TWC.2019.2946813
– ident: ref6
  doi: 10.1109/JIOT.2019.2943377
– ident: ref1
  doi: 10.1109/JIOT.2019.2948888
– ident: ref38
  doi: 10.1109/LSP.2015.2500340
– ident: ref25
  doi: 10.1109/TCOMM.2017.2709301
– ident: ref10
  doi: 10.1109/TCCN.2016.2592921
– ident: ref18
  doi: 10.1109/LWC.2017.2727493
– ident: ref7
  doi: 10.1109/TWC.2020.2999130
– ident: ref23
  doi: 10.1109/TVT.2020.3021953
– ident: ref37
  doi: 10.1109/LWC.2019.2955696
– ident: ref15
  doi: 10.1109/MWC.2017.1700245
– ident: ref9
  doi: 10.1109/TCOMM.2013.071813.130105
– ident: ref20
  doi: 10.1109/TCOMM.2018.2886002
– ident: ref36
  doi: 10.1109/TWC.2018.2812889
– ident: ref42
  doi: 10.1109/JIOT.2017.2778766
– ident: ref35
  doi: 10.1109/TWC.2020.2973967
– ident: ref30
  doi: 10.1109/LSP.2014.2343971
– ident: ref33
  doi: 10.1109/TCCN.2015.2508028
SSID ssj0004033
Score 2.5118322
Snippet Recently, wireless powered cooperative cognitive radio networks (CRNs), which combine the technologies of radio frequency (RF) energy harvesting and CR, have...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 4862
SubjectTerms Circuits
Cognitive radio
Cooperation
Copper
Energy
energy cooperation
Energy harvesting
Maximization
NOMA
non-orthogonal multiple access
Nonorthogonal multiple access
Optimization
Power consumption
Radio frequency
RF energy harvesting
Time Division Multiple Access
Wireless communication
Wireless sensor networks
Title Sum-Rate Maximization of Wireless Powered Primary Users for Cooperative CRNs: NOMA or TDMA at Cognitive Users?
URI https://ieeexplore.ieee.org/document/9406823
https://www.proquest.com/docview/2551364459
Volume 69
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LS8NAEB7Ukx58i_XFHrxpapLN04tIVURIFW3BW9jHBERtik1B_PXOJtv6RDwlkNkQ8m12vsnONwOwT3xN8ZinjiJv7QRhmjoy1LGjXOkrIQoKEYw4OetGl_3g6j68n4HDqRYGEevkM2yb03ovX5dqbH6VHaXkfRKfz8IsBW6NVutDA-lyW3HSpLPHyUQg46ZHvc51llEo6HttXm9M-V-cUN1V5cdSXPuXiyXIJk_WpJU8tseVbKu3b0Ub__voy7BoiSY7bWbGCszgYBUWPpUfXIPB3fjZuSWyyTLx-vBsFZmsLJjJiX2iNZDdmCZqqNlNU5SC9Y04kxHRZZ2yHGJTNpx1brujY9a9zk4ZXemd0VFUZGEzk5pRJ-vQvzjvdS4d23-BgIu8ykEZYiC14EJoniha1YlNFkGI2lN-LLlytR_p0FjosIglUbWiwCSRkYc0AyK-AXODcoCbwIpAJtqNtBDCCwR6ghNvEVFcoCJ-IbEF3gSQXNni5KZHxlNeBylumtcg5gbE3ILYgoPpmGHzFv60XjOoTC0tIC3YmeCe2693lPum6w0RxTDd-n3UNsybezdpuzswV72McZfISSX36ln5DiBr4N0
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwzV3JbtRAEC2FcAAObAExEKAPcEKe2N1uL0gIRROiCYknUZiRcjO9lCVEMo4Yj1i-hV_h36i228MqbpE42ZKrbXX7ueqVuxaAJ8TXjEhFHhiy1kEs8zzQ0qaBCTU3SlXkIrjk5GKSjGfx6xN5sgZfV7kwiNgGn-HQnbZ7-bY2S_erbCsn65PxvlX1Pn7-SA7a4sXeDr3Np5zvvpqOxoHvIUAPT6ImQC0x1lYJpazIDGkmYkRVLNFGhqdamNDyxEonYWWVaqIbVYVZppMIaRaJoPtegsvEMyTvssN-ZF2Gwte4dAH0adan5IT51nR0WBTkfPJoKNqtMP6L2Wv7uPyh_FuLtnsDvvVr0QWyvB8uGz00X34rE_m_LtZNuO6pNNvusH8L1nB-G679VGBxA-ZvlmfBMdFpVqhP7858zimrK-aifk9Jy7Mj1yYOLTvqym6wmUs_ZUTl2aiuz7ErjM5Gx5PFczY5LLYZXZnu0FE1JOFjr7pRL-_A7EImfBfW5_Uc7wGrYp3ZMLFKqShWGClBzEwlaYWGGJTGAUQ9AErjy6-7LiCnZeuGhXnZgqZ0oCk9aAbwbDXmvFuFf0pvOBSsJD0ABrDZ46z0-mlRctfXh6iwzO__fdRjuDKeFgflwd5k_wFcdc_pgpQ3Yb35sMSHRMUa_aj9Ihi8vWhUfQeTx0KO
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=Sum-Rate+Maximization+of+Wireless+Powered+Primary+Users+for+Cooperative+CRNs%3A+NOMA+or+TDMA+at+Cognitive+Users%3F&rft.jtitle=IEEE+transactions+on+communications&rft.au=Xu%2C+Ding&rft.au=Zhu%2C+Hongbo&rft.date=2021-07-01&rft.pub=IEEE&rft.issn=0090-6778&rft.volume=69&rft.issue=7&rft.spage=4862&rft.epage=4876&rft_id=info:doi/10.1109%2FTCOMM.2021.3073952&rft.externalDocID=9406823
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0090-6778&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0090-6778&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0090-6778&client=summon