UAV-Assisted Intelligent Reflecting Surface Symbiotic Radio System

This paper investigates a symbiotic unmanned aerial vehicle (UAV)-assisted intelligent reflecting surface (IRS) radio system, where the UAV is leveraged to help the IRS reflect its own signals to the base station, and meanwhile enhance the UAV transmission by passive beamforming at the IRS. First, w...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on wireless communications Vol. 20; no. 9; pp. 5769 - 5785
Main Authors Hua, Meng, Yang, Luxi, Wu, Qingqing, Pan, Cunhua, Li, Chunguo, Swindlehurst, A. Lee
Format Journal Article
LanguageEnglish
Published New York IEEE 01.09.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text

Cover

Loading…
Abstract This paper investigates a symbiotic unmanned aerial vehicle (UAV)-assisted intelligent reflecting surface (IRS) radio system, where the UAV is leveraged to help the IRS reflect its own signals to the base station, and meanwhile enhance the UAV transmission by passive beamforming at the IRS. First, we consider the weighted sum bit error rate (BER) minimization problem among all IRSs by jointly optimizing the UAV trajectory, IRS phase shift matrix, and IRS scheduling, subject to the minimum primary rate requirements. To tackle this complicated problem, a relaxation-based algorithm is proposed. We prove that the converged relaxation scheduling variables are binary, which means that no reconstruct strategy is needed, and thus the UAV rate constraints are automatically satisfied. Second, we consider the fairness BER optimization problem. We find that the relaxation-based method cannot solve this fairness BER problem since the minimum primary rate requirements may not be satisfied by the binary reconstruction operation. To address this issue, we first transform the binary constraints into a series of equivalent equality constraints. Then, a penalty-based algorithm is proposed to obtain a suboptimal solution. Numerical results are provided to evaluate the performance of the proposed designs under different setups, as compared with benchmarks.
AbstractList This paper investigates a symbiotic unmanned aerial vehicle (UAV)-assisted intelligent reflecting surface (IRS) radio system, where the UAV is leveraged to help the IRS reflect its own signals to the base station, and meanwhile enhance the UAV transmission by passive beamforming at the IRS. First, we consider the weighted sum bit error rate (BER) minimization problem among all IRSs by jointly optimizing the UAV trajectory, IRS phase shift matrix, and IRS scheduling, subject to the minimum primary rate requirements. To tackle this complicated problem, a relaxation-based algorithm is proposed. We prove that the converged relaxation scheduling variables are binary, which means that no reconstruct strategy is needed, and thus the UAV rate constraints are automatically satisfied. Second, we consider the fairness BER optimization problem. We find that the relaxation-based method cannot solve this fairness BER problem since the minimum primary rate requirements may not be satisfied by the binary reconstruction operation. To address this issue, we first transform the binary constraints into a series of equivalent equality constraints. Then, a penalty-based algorithm is proposed to obtain a suboptimal solution. Numerical results are provided to evaluate the performance of the proposed designs under different setups, as compared with benchmarks.
Author Hua, Meng
Li, Chunguo
Wu, Qingqing
Yang, Luxi
Swindlehurst, A. Lee
Pan, Cunhua
Author_xml – sequence: 1
  givenname: Meng
  orcidid: 0000-0002-3121-6344
  surname: Hua
  fullname: Hua, Meng
  email: mhua@seu.edu.cn
  organization: School of Information Science and Engineering, Southeast University, Nanjing, China
– sequence: 2
  givenname: Luxi
  orcidid: 0000-0003-1474-1806
  surname: Yang
  fullname: Yang, Luxi
  email: lxyang@seu.edu.cn
  organization: School of Information Science and Engineering, Southeast University, Nanjing, China
– sequence: 3
  givenname: Qingqing
  orcidid: 0000-0002-0043-3266
  surname: Wu
  fullname: Wu, Qingqing
  email: qingqingwu@um.edu.mo
  organization: State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China
– sequence: 4
  givenname: Cunhua
  orcidid: 0000-0001-5286-7958
  surname: Pan
  fullname: Pan, Cunhua
  email: c.pan@qmul.ac.uk
  organization: School of Electronic Engineering and Computer Science, Queen Mary University of London, London, U.K
– sequence: 5
  givenname: Chunguo
  orcidid: 0000-0002-4689-7226
  surname: Li
  fullname: Li, Chunguo
  email: chunguoli@seu.edu.cn
  organization: School of Information Science and Engineering, Southeast University, Nanjing, China
– sequence: 6
  givenname: A. Lee
  orcidid: 0000-0002-0521-3107
  surname: Swindlehurst
  fullname: Swindlehurst, A. Lee
  email: swindle@uci.edu
  organization: Center for Pervasive Communications and Computing, University of California at Irvine, Irvine, CA, USA
BookMark eNp9kE1rAjEQhkOxULW9F3pZ6Hltkt0ku0cr_RCEgh_tMcRkIpF11ybx4L9vROmhh55mBt5nhnkGqNd2LSB0T_CIEFw_Lb8mI4opGRVYYEzKK9QnjFU5pWXVO_UFzwkV_AYNQtimhOCM9dHzavyZj0NwIYLJpm2EpnEbaGM2B9uAjq7dZIuDt0pDtjju1q6LTmdzZVyX5kTtbtG1VU2Au0sdotXry3Lyns8-3qaT8SzXtCYx54oaoNZSxg0VtVZmbSysWWlxbaEuiMDGGGYKUpVWC6qoILiypgJeWaZUMUSP5717330fIES57Q6-TSclZYKkR-uSpBQ_p7TvQvBgpXZRRde10SvXSILlyZdMvuTJl7z4SiD-A-692yl__A95OCMOAH7jdYmx4FXxA6WRd68
CODEN ITWCAX
CitedBy_id crossref_primary_10_3390_rs13214286
crossref_primary_10_1109_OJCOMS_2024_3351956
crossref_primary_10_1109_TWC_2022_3149903
crossref_primary_10_1109_TWC_2022_3228017
crossref_primary_10_1109_TVT_2022_3182379
crossref_primary_10_1109_ACCESS_2022_3214663
crossref_primary_10_1109_LWC_2021_3112752
crossref_primary_10_1109_MWC_121_2100126
crossref_primary_10_1109_JPROC_2022_3169690
crossref_primary_10_1109_TWC_2021_3108458
crossref_primary_10_1109_TWC_2024_3522249
crossref_primary_10_1109_JIOT_2023_3332038
crossref_primary_10_1109_LWC_2023_3263224
crossref_primary_10_1109_TWC_2022_3228265
crossref_primary_10_1109_JIOT_2024_3369069
crossref_primary_10_1109_TGCN_2022_3146188
crossref_primary_10_1109_JIOT_2023_3323289
crossref_primary_10_1155_2022_4553805
crossref_primary_10_1109_JPROC_2022_3169622
crossref_primary_10_1109_LWC_2022_3204353
crossref_primary_10_1109_TWC_2023_3234555
crossref_primary_10_1109_JIOT_2021_3126290
crossref_primary_10_1109_TVT_2024_3356587
crossref_primary_10_3390_electronics11060900
crossref_primary_10_1109_TCCN_2024_3417625
crossref_primary_10_1109_TWC_2023_3286395
crossref_primary_10_1016_j_vehcom_2023_100679
crossref_primary_10_1109_JIOT_2023_3267658
crossref_primary_10_1109_ACCESS_2021_3119268
crossref_primary_10_1109_TCOMM_2023_3321737
crossref_primary_10_1109_TWC_2024_3398118
crossref_primary_10_1109_LWC_2021_3113669
crossref_primary_10_1109_JIOT_2023_3300718
crossref_primary_10_1109_TCOMM_2022_3161688
crossref_primary_10_1109_TVT_2022_3187050
crossref_primary_10_1016_j_dcan_2024_03_002
crossref_primary_10_1109_LWC_2023_3327360
crossref_primary_10_1016_j_comcom_2024_107953
crossref_primary_10_1007_s11235_023_00999_2
crossref_primary_10_1109_JIOT_2023_3242864
crossref_primary_10_1109_TWC_2022_3211191
crossref_primary_10_1109_TWC_2022_3223428
crossref_primary_10_1109_TNNLS_2023_3341067
crossref_primary_10_1109_ACCESS_2022_3149054
crossref_primary_10_1109_JSAC_2022_3196320
crossref_primary_10_1002_dac_5504
crossref_primary_10_1038_s41598_025_92874_0
crossref_primary_10_32604_cmes_2023_028667
crossref_primary_10_1109_JPROC_2022_3174140
crossref_primary_10_1109_LCOMM_2021_3109164
crossref_primary_10_1109_LWC_2022_3179028
crossref_primary_10_1109_TWC_2024_3442563
crossref_primary_10_1109_TWC_2022_3210532
crossref_primary_10_1109_JSAC_2021_3126068
crossref_primary_10_1109_TVT_2022_3227623
crossref_primary_10_1109_JIOT_2023_3323308
crossref_primary_10_1109_JIOT_2022_3150178
crossref_primary_10_1109_ACCESS_2023_3349208
crossref_primary_10_1109_TVT_2022_3228794
crossref_primary_10_1016_j_phycom_2025_102649
crossref_primary_10_1109_TWC_2023_3265770
crossref_primary_10_1109_OJVT_2024_3384102
crossref_primary_10_1109_TCOMM_2023_3337239
crossref_primary_10_1109_TVT_2022_3143839
crossref_primary_10_1109_TWC_2022_3217041
crossref_primary_10_1109_TVT_2024_3471781
crossref_primary_10_1109_TAP_2024_3370195
crossref_primary_10_1155_2023_2328249
crossref_primary_10_1007_s10586_022_03738_5
crossref_primary_10_1109_JSTSP_2022_3172788
crossref_primary_10_1109_TWC_2022_3163735
crossref_primary_10_3390_drones7070453
crossref_primary_10_1109_TVT_2023_3318088
crossref_primary_10_1016_j_jksuci_2022_06_006
crossref_primary_10_1109_TCOMM_2022_3173369
crossref_primary_10_1109_COMST_2024_3369250
crossref_primary_10_1016_j_comcom_2021_05_001
crossref_primary_10_1109_MWC_008_2200124
crossref_primary_10_1109_TCCN_2024_3439606
crossref_primary_10_1109_TCOMM_2022_3189398
crossref_primary_10_1109_JSTSP_2022_3162109
crossref_primary_10_1049_sil2_12128
crossref_primary_10_1109_TVT_2023_3319506
crossref_primary_10_1109_TWC_2023_3306048
crossref_primary_10_1109_JIOT_2022_3230786
crossref_primary_10_1109_TVT_2022_3202953
crossref_primary_10_1109_JIOT_2023_3293801
crossref_primary_10_1109_JIOT_2022_3178983
crossref_primary_10_1109_TVT_2023_3306037
crossref_primary_10_1109_TVT_2022_3228532
crossref_primary_10_1109_COMST_2022_3171135
crossref_primary_10_1109_TCOMM_2022_3162580
crossref_primary_10_3390_s22145278
crossref_primary_10_1109_ACCESS_2025_3549450
crossref_primary_10_1109_TSP_2021_3135603
crossref_primary_10_1016_j_icte_2023_03_004
crossref_primary_10_1109_JSTSP_2022_3195671
crossref_primary_10_1109_LWC_2022_3189359
crossref_primary_10_3390_en15145143
crossref_primary_10_1109_JSAC_2021_3088679
crossref_primary_10_1109_TCOMM_2023_3333880
crossref_primary_10_1109_TGCN_2022_3188752
crossref_primary_10_1016_j_phycom_2022_101774
crossref_primary_10_1109_TWC_2021_3107306
crossref_primary_10_3390_e25081181
crossref_primary_10_3390_drones9020121
crossref_primary_10_1109_ACCESS_2024_3351799
crossref_primary_10_1109_TVT_2022_3207700
crossref_primary_10_1109_TWC_2022_3162704
crossref_primary_10_1109_TWC_2024_3452689
crossref_primary_10_1109_TVT_2023_3274796
crossref_primary_10_1002_ett_4718
crossref_primary_10_1109_TWC_2023_3324500
crossref_primary_10_1016_j_dcan_2025_02_001
crossref_primary_10_1109_TWC_2023_3335111
crossref_primary_10_1109_TCCN_2024_3401719
crossref_primary_10_1109_TVT_2022_3178021
crossref_primary_10_1109_TCCN_2024_3439589
crossref_primary_10_1016_j_eswa_2024_126145
crossref_primary_10_1049_cmu2_12680
crossref_primary_10_3390_drones7060364
crossref_primary_10_1109_TWC_2024_3520205
crossref_primary_10_1109_ACCESS_2023_3323399
crossref_primary_10_1109_MWC_010_2000528
crossref_primary_10_1109_TCOMM_2022_3206884
crossref_primary_10_1109_TWC_2023_3299609
crossref_primary_10_1109_JSYST_2023_3266020
crossref_primary_10_1109_TVT_2021_3108452
crossref_primary_10_1016_j_adhoc_2024_103635
crossref_primary_10_1109_TWC_2024_3362375
crossref_primary_10_1007_s11276_024_03798_y
crossref_primary_10_1016_j_vehcom_2023_100656
crossref_primary_10_1109_TVT_2023_3255883
crossref_primary_10_1109_TCCN_2022_3187098
crossref_primary_10_1109_TCOMM_2023_3335411
Cites_doi 10.1017/CBO9780511807213
10.1039/C7TC00548B
10.1109/TSP.2020.2990098
10.1109/MCOM.2014.6894453
10.1109/JSAC.2020.3000814
10.1109/TWC.2013.040413.120676
10.1109/SPAWC48557.2020.9153884
10.1109/LWC.2019.2959527
10.1109/JSAC.2020.3000807
10.1109/TWC.2020.3024860
10.1109/LWC.2020.2968303
10.1109/TCOMM.2021.3051897
10.1109/TWC.2020.2990766
10.1109/JIOT.2018.2799848
10.1109/LCOMM.2020.2979709
10.1109/TCOMM.2019.2962479
10.1109/LWC.2020.3012664
10.1109/TWC.2016.2635654
10.1109/LCOMM.2018.2822700
10.1109/TCOMM.2017.2708110
10.1109/JIOT.2019.2954678
10.1109/TWC.2019.2936025
10.1109/LWC.2019.2961670
10.1109/TSP.2020.3019666
10.1109/TVT.2019.2923997
10.1109/JSAC.2020.3000835
10.1109/JSAC.2020.3000802
10.1109/LWC.2020.2966705
10.1093/oso/9780198538561.003.0003
10.1109/LWC.2019.2961656
10.1109/TWC.2020.3024887
10.1109/TWC.2019.2892461
10.1109/JSTSP.2014.2317671
10.1109/TVT.2007.912136
10.1109/MWC.2017.1600343
10.1109/TCOMM.2020.2981458
10.1109/JSAC.2020.3007038
10.1186/s13638-019-1438-9
10.1017/CBO9780511804441
10.1109/COMST.2016.2571730
10.1109/LWC.2019.2961357
10.1109/MCOM.001.1900107
10.1109/TWC.2018.2838134
10.1109/TVT.2019.2924180
10.1109/MCOM.2018.1700659
10.1109/TWC.2017.2789293
10.1109/TWC.2019.2922609
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
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
DOI 10.1109/TWC.2021.3070014
DatabaseName IEEE Xplore (IEEE)
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Technology Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Technology Research Database
Computer and Information Systems Abstracts – Academic
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
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 1558-2248
EndPage 5785
ExternalDocumentID 10_1109_TWC_2021_3070014
9400768
Genre orig-research
GrantInformation_xml – fundername: National Natural Science Foundation of China
  grantid: U1936201; 61941115; 61971128
  funderid: 10.13039/501100001809
– fundername: U.S. National Science Foundation
  grantid: ECCS-2030029
  funderid: 10.13039/100000001
– fundername: Open Research Fund of National Mobile Communications Research Laboratory, Southeast University
  grantid: 2021D15
  funderid: 10.13039/501100008081
– fundername: FDCT
  grantid: 0108/2020/A
  funderid: 10.13039/501100006469
– fundername: National Key Research and Development Program of China
  grantid: 2020YFB1804901
  funderid: 10.13039/501100012166
GroupedDBID -~X
0R~
29I
4.4
5GY
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
AENEX
AETIX
AGQYO
AGSQL
AHBIQ
AIBXA
AKJIK
AKQYR
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
EJD
HZ~
H~9
IES
IFIPE
IPLJI
JAVBF
LAI
M43
O9-
OCL
P2P
RIA
RIE
RNS
AAYXX
CITATION
RIG
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c291t-6a2de2ff256d279cadbdfeb54f09fe93170ddd5d3184fc72a27108fd8e68f5aa3
IEDL.DBID RIE
ISSN 1536-1276
IngestDate Fri Jul 25 19:00:32 EDT 2025
Thu Apr 24 23:09:54 EDT 2025
Tue Jul 01 04:13:29 EDT 2025
Wed Aug 27 02:27:34 EDT 2025
IsDoiOpenAccess false
IsOpenAccess true
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-6a2de2ff256d279cadbdfeb54f09fe93170ddd5d3184fc72a27108fd8e68f5aa3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-3121-6344
0000-0002-0043-3266
0000-0002-4689-7226
0000-0001-5286-7958
0000-0002-0521-3107
0000-0003-1474-1806
PQID 2571224941
PQPubID 105736
PageCount 17
ParticipantIDs ieee_primary_9400768
proquest_journals_2571224941
crossref_citationtrail_10_1109_TWC_2021_3070014
crossref_primary_10_1109_TWC_2021_3070014
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-Sept.
2021-9-00
20210901
PublicationDateYYYYMMDD 2021-09-01
PublicationDate_xml – month: 09
  year: 2021
  text: 2021-Sept.
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on wireless communications
PublicationTitleAbbrev TWC
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 ref13
ref56
ref12
ref15
ref14
gondzio (ref48) 1996; 4
ref52
ref55
boyd (ref53) 2021
ref11
ref54
ref10
ref17
ref16
ref19
ref18
zhang (ref26) 2020
kay (ref44) 1993
ref51
ref46
ref45
ref47
ref42
ref41
ref49
ref8
ref7
bertsekas (ref50) 1999
ref9
ref4
ref3
ref6
ref5
ref35
ref37
ref36
ref31
ref30
ref33
ref32
ref2
verdu (ref40) 1998
ref1
ref39
ref38
hu (ref27) 2020
li (ref24) 2020
long (ref34) 2020
hua (ref43) 2020
ref23
ref25
ref20
ref22
ref21
ref28
ref29
References_xml – ident: ref32
  doi: 10.1017/CBO9780511807213
– ident: ref6
  doi: 10.1039/C7TC00548B
– ident: ref29
  doi: 10.1109/TSP.2020.2990098
– ident: ref2
  doi: 10.1109/MCOM.2014.6894453
– ident: ref30
  doi: 10.1109/JSAC.2020.3000814
– year: 2020
  ident: ref26
  article-title: Large intelligent Surface/Antennas (LISA) assisted symbiotic radio for IoT communications
  publication-title: arXiv 2002 00340
– ident: ref56
  doi: 10.1109/TWC.2013.040413.120676
– ident: ref15
  doi: 10.1109/SPAWC48557.2020.9153884
– ident: ref46
  doi: 10.1109/LWC.2019.2959527
– ident: ref55
  doi: 10.1109/JSAC.2020.3000807
– ident: ref17
  doi: 10.1109/TWC.2020.3024860
– year: 1993
  ident: ref44
  publication-title: Fundamentals of Statistical Signal Processing
– ident: ref21
  doi: 10.1109/LWC.2020.2968303
– ident: ref10
  doi: 10.1109/TCOMM.2021.3051897
– ident: ref13
  doi: 10.1109/TWC.2020.2990766
– year: 1999
  ident: ref50
  publication-title: Nonlinear Programming
– year: 2021
  ident: ref53
  publication-title: EE364b Convex Optimization II
– ident: ref39
  doi: 10.1109/JIOT.2018.2799848
– ident: ref16
  doi: 10.1109/LCOMM.2020.2979709
– ident: ref31
  doi: 10.1109/TCOMM.2019.2962479
– ident: ref19
  doi: 10.1109/LWC.2020.3012664
– ident: ref42
  doi: 10.1109/TWC.2016.2635654
– ident: ref47
  doi: 10.1109/LCOMM.2018.2822700
– ident: ref52
  doi: 10.1109/TCOMM.2017.2708110
– ident: ref41
  doi: 10.1109/JIOT.2019.2954678
– year: 2020
  ident: ref27
  article-title: Reconfigurable intelligent surface enhanced multi-user MISO symbiotic radio system
  publication-title: IEEE Trans Commun
– ident: ref11
  doi: 10.1109/TWC.2019.2936025
– ident: ref25
  doi: 10.1109/LWC.2019.2961670
– ident: ref18
  doi: 10.1109/TSP.2020.3019666
– ident: ref45
  doi: 10.1109/TVT.2019.2923997
– ident: ref12
  doi: 10.1109/JSAC.2020.3000835
– ident: ref23
  doi: 10.1109/JSAC.2020.3000802
– ident: ref33
  doi: 10.1109/LWC.2020.2966705
– volume: 4
  start-page: 103
  year: 1996
  ident: ref48
  article-title: A computational view of interior point methods
  publication-title: Advances in Linear and Integer Programming
  doi: 10.1093/oso/9780198538561.003.0003
– ident: ref22
  doi: 10.1109/LWC.2019.2961656
– year: 2020
  ident: ref24
  article-title: Joint beamforming design and power splitting optimization in IRS-assisted SWIPT NOMA networks
  publication-title: arXiv 2011 14778
– ident: ref7
  doi: 10.1109/TWC.2020.3024887
– ident: ref51
  doi: 10.1109/TWC.2019.2892461
– ident: ref4
  doi: 10.1109/JSTSP.2014.2317671
– year: 2020
  ident: ref34
  article-title: Reflections in the sky: Joint trajectory and passive beamforming design for secure UAV networks with reconfigurable intelligent surface
  publication-title: arXiv 2005 10559
– ident: ref28
  doi: 10.1109/TVT.2007.912136
– ident: ref1
  doi: 10.1109/MWC.2017.1600343
– ident: ref20
  doi: 10.1109/TCOMM.2020.2981458
– ident: ref35
  doi: 10.1109/JSAC.2020.3007038
– ident: ref9
  doi: 10.1186/s13638-019-1438-9
– ident: ref49
  doi: 10.1017/CBO9780511804441
– ident: ref3
  doi: 10.1109/COMST.2016.2571730
– ident: ref36
  doi: 10.1109/LWC.2019.2961357
– ident: ref5
  doi: 10.1109/MCOM.001.1900107
– year: 1998
  ident: ref40
  publication-title: Multiuser Detection
– ident: ref54
  doi: 10.1109/TWC.2018.2838134
– ident: ref37
  doi: 10.1109/TVT.2019.2924180
– year: 2020
  ident: ref43
  article-title: Bistatic backscatter communication: Shunt network design
  publication-title: IEEE Internet of Things Journal
– ident: ref8
  doi: 10.1109/MCOM.2018.1700659
– ident: ref38
  doi: 10.1109/TWC.2017.2789293
– ident: ref14
  doi: 10.1109/TWC.2019.2922609
SSID ssj0017655
Score 2.681006
Snippet This paper investigates a symbiotic unmanned aerial vehicle (UAV)-assisted intelligent reflecting surface (IRS) radio system, where the UAV is leveraged to...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 5769
SubjectTerms Algorithms
Array signal processing
Beamforming
Bit error rate
Intelligent reflecting surface (IRS)
Optimization
phase shift optimization
Reconfigurable intelligent surfaces
Scheduling
Signal to noise ratio
Symbiosis
Trajectory
UAV trajectory optimization
unmanned aerial vehicle (UAV)
Unmanned aerial vehicles
Title UAV-Assisted Intelligent Reflecting Surface Symbiotic Radio System
URI https://ieeexplore.ieee.org/document/9400768
https://www.proquest.com/docview/2571224941
Volume 20
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwED6VTjDwKohCQRlYkEibOI4Tj6WiKkhl6APYIjs-SwhoUUkH-PXYSRrxEmLzcLYsf3f22ef7DuCUak658oXrCxK6VITElT7zXAwoSslVEHk2UXh4wwZTen0f3tfgvMqFQcT88xm2bTOP5at5urRPZZ28iDeL12DNXNyKXK0qYhCxvMKpMWBbVyaqQpIe70zueuYiSPy21W_Pp1-OoLymyo-NOD9d-lswXM2r-FTy2F5msp2-f6Ns_O_Et2GzdDOdbqEXO1DD2S5sfCIfbMDFtHvrGnQszsq5qqg5M2eE2j7mGylnvFxokaIzfnuWD3MzmDMS6mHuFETnezDtX056A7esqOCmhPuZywRRSLQ2fo4iEU-FkkqjDKn2uEZufAlPKRUqY-hUpxERxDggsVYxsliHQgT7UJ_NZ3gAjm86IJGSBQwp08bMWWBAjqNIUqGDtAmd1SInaUk3bqtePCX5tcPjiYElsbAkJSxNOKt6vBRUG3_INuwqV3LlAjehtcIxKW3xNTGbkg0fcuof_t7rCNbt2MXPsRbUs8USj42rkcmTXMc-AEx1z1U
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwED7xGICBN6I8M7AgkTZ2HCceAYHKowzQAltkx2epAloE6QC_HjtJI15CbBlsx_J3Z599d98B7DEjmNBE-kTSyGcyor4iPPAxZKiU0GEcuEThzhVv99j5fXQ_AQd1LgwiFsFn2HSfhS9fD7OReyprFUW8eTIJ0_bcj0iZrVX7DGJe1Di1Kuwqy8S1UzIQre7dsb0KUtJ0Eh4Q9uUQKqqq_NiKi_PldAE645mVYSUPzVGumtn7N9LG_059EeYrQ9M7LCVjCSZwsAxzn-gHV-Cod3jrW3wc0to7q8k5c-8ajXvOt628m9GLkRl6N29Pqj-0g3nXUveHXkl1vgq905Pucduvair4GRUk97mkGqkx1tLRNBaZ1EobVBEzgTAorDURaK0jbVWdmSymkloTJDE6QZ6YSMpwDaYGwwGug0dsB6RK8ZAj48YqOg8tzEkcKyZNmDWgNV7kNKsIx13di8e0uHgEIrWwpA6WtIKlAft1j-eSbOOPtitulet21QI3YGuMY1pp42tqtyXnQBSMbPzeaxdm2t3OZXp5dnWxCbPuP2Uc2RZM5S8j3LaGR652Cnn7AEls0p4
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=UAV-Assisted+Intelligent+Reflecting+Surface+Symbiotic+Radio+System&rft.jtitle=IEEE+transactions+on+wireless+communications&rft.au=Hua%2C+Meng&rft.au=Yang%2C+Luxi&rft.au=Wu%2C+Qingqing&rft.au=Pan%2C+Cunhua&rft.date=2021-09-01&rft.pub=IEEE&rft.issn=1536-1276&rft.volume=20&rft.issue=9&rft.spage=5769&rft.epage=5785&rft_id=info:doi/10.1109%2FTWC.2021.3070014&rft.externalDocID=9400768
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1536-1276&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1536-1276&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1536-1276&client=summon