Passive Localization Algorithm for Remote Multitarget Localization Information

The development of wireless communication has led to the wide application of passive localization. Although passive localization has strong antijamming and concealment, its accuracy will be reduced due to false location. In order to solve the above problem, particle swarm optimization–back‐propagati...

Full description

Saved in:
Bibliographic Details
Published in:IEEJ transactions on electrical and electronic engineering Vol. 15; no. 8; pp. 1183 - 1187
Main Authors: Niu, Gang, Gao, Jie, Du, Taihang
Format: Journal Article
Language:English
Published: Hoboken, USA John Wiley & Sons, Inc 01.08.2020
Wiley Subscription Services, Inc
Subjects:
Algorithms
Artificial neural networks
Computer simulation
Errors
Localization
Machine learning
Model accuracy
Multiple target tracking
neural network
Neural networks
Particle swarm optimization
passive localization
target location information field
Wireless communications
ISSN:1931-4973, 1931-4981
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract The development of wireless communication has led to the wide application of passive localization. Although passive localization has strong antijamming and concealment, its accuracy will be reduced due to false location. In order to solve the above problem, particle swarm optimization–back‐propagation (PSO‐BP) algorithm was used to improve the accuracy of passive location model in this study, and it was compared with the traditional BP algorithm and extreme learning machine (ELM) algorithm by simulation. The results showed that the coordinate error calculated by the PSO‐BP neural network was smaller than that of the BP neural network and ELM algorithms, and the error fluctuation was smaller; with the increase of the number of multitarget localization, the average error and positioning time of the BP algorithm gradually increased, while the average positioning error and positioning time of the PSO‐BP algorithm basically remained stable, smaller than the BP algorithm. © 2020 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC.
AbstractList The development of wireless communication has led to the wide application of passive localization. Although passive localization has strong antijamming and concealment, its accuracy will be reduced due to false location. In order to solve the above problem, particle swarm optimization–back‐propagation (PSO‐BP) algorithm was used to improve the accuracy of passive location model in this study, and it was compared with the traditional BP algorithm and extreme learning machine (ELM) algorithm by simulation. The results showed that the coordinate error calculated by the PSO‐BP neural network was smaller than that of the BP neural network and ELM algorithms, and the error fluctuation was smaller; with the increase of the number of multitarget localization, the average error and positioning time of the BP algorithm gradually increased, while the average positioning error and positioning time of the PSO‐BP algorithm basically remained stable, smaller than the BP algorithm. © 2020 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC.
Author Gao, Jie
Niu, Gang
Du, Taihang
Author_xml – sequence: 1
  givenname: Gang
  surname: Niu
  fullname: Niu, Gang
  email: n_gang@yeah.net
  organization: Institute of Mechanical Technology
– sequence: 2
  givenname: Jie
  surname: Gao
  fullname: Gao, Jie
  organization: Hebei University of Technology
– sequence: 3
  givenname: Taihang
  surname: Du
  fullname: Du, Taihang
  organization: Hebei University of Technology
BookMark eNp10E1LAzEQBuAgFWyrB__BgicP2-arm82xlKqF-oHUc8imk7pld1OTVKm_3rUrggdP8x6emYF3gHqNawChS4JHBGM6jgAjyoiQJ6hPJCMplznp_WbBztAghC3GPGN53kcPTzqE8h2SpTO6Kj91LF2TTKuN82V8rRPrfPIMtYuQ3O-rWEbtNxD_6kXTqvqYz9Gp1VWAi585RC8389XsLl0-3i5m02Vq6ETIlFhcyCwDY4UAJhm12bpYGw60sNZyQaTEgtrcSCsshyKjGueaYssLwxkYNkRX3d2dd297CFFt3d437UtFOc05wRM6adV1p4x3IXiwaufLWvuDIlh916XautSxrtaOO_tRVnD4H6rVfN5tfAFZL28q
Cites_doi 10.1049/el.2014.3700
10.1134/S1064226915060030
10.1007/s12204-018-1952-7
10.1016/j.ast.2015.07.009
10.1002/ett.1498
10.1134/S1064230717060041
10.4028/www.scientific.net/AMM.847.440
10.1002/asjc.904
10.1134/S0005117917010106
10.3390/s18072093
ContentType Journal Article
Copyright 2020 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC.
Copyright_xml – notice: 2020 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC.
DBID AAYXX
CITATION
7SP
8FD
L7M
DOI 10.1002/tee.23179
DatabaseName 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
CrossRef
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1931-4981
EndPage 1187
ExternalDocumentID 10_1002_tee_23179
TEE23179
Genre article
GroupedDBID .3N
.GA
.Y3
05W
0R~
1L6
1OC
31~
33P
3SF
3WU
4.4
50Y
50Z
52M
52O
52T
52U
52W
5GY
702
7PT
8-0
8-1
8-3
8-4
8-5
930
A03
AAESR
AAEVG
AAHHS
AAHQN
AAMNL
AANHP
AANLZ
AAONW
AASGY
AAXRX
AAYCA
AAZKR
ABCUV
ABIJN
ABJNI
ACAHQ
ACBWZ
ACCFJ
ACCZN
ACGFS
ACIWK
ACPOU
ACRPL
ACXBN
ACXQS
ACYXJ
ADBBV
ADEOM
ADIZJ
ADMGS
ADNMO
ADOZA
ADXAS
ADZOD
AEEZP
AEIGN
AEIMD
AENEX
AEQDE
AEUQT
AEUYR
AFBPY
AFFPM
AFGKR
AFPWT
AHBTC
AITYG
AIURR
AIWBW
AJBDE
AJXKR
ALAGY
ALMA_UNASSIGNED_HOLDINGS
ALUQN
ALVPJ
AMBMR
AMYDB
ASPBG
ATUGU
AUFTA
AVWKF
AZBYB
AZFZN
AZVAB
BAFTC
BDRZF
BFHJK
BHBCM
BMNLL
BMXJE
BNHUX
BROTX
BRXPI
CS3
D-E
D-F
DCZOG
DPXWK
DRFUL
DRSTM
DU5
EBS
EJD
F00
F01
F04
F21
FEDTE
G-S
G.N
GODZA
H.T
H.X
HF~
HGLYW
HHZ
HVGLF
HZ~
LATKE
LAW
LEEKS
LH4
LITHE
LOXES
LP6
LP7
LUTES
LW6
LYRES
MEWTI
MK4
MK~
MRFUL
MRSTM
MSFUL
MSSTM
MXFUL
MXSTM
MY~
N04
N05
NF~
O66
O9-
OIG
P2P
P2W
P2X
P4D
Q.N
QB0
R.K
ROL
RWI
RX1
SUPJJ
UB1
W8V
W99
WBKPD
WIH
WIK
WLBEL
WOHZO
WXSBR
WYISQ
XV2
ZZTAW
~IA
~WT
AAMMB
AAYXX
ADMLS
AEFGJ
AEYWJ
AGHNM
AGQPQ
AGXDD
AGYGG
AIDQK
AIDYY
CITATION
O8X
7SP
8FD
L7M
ID FETCH-LOGICAL-c2579-1f0b966ecf77e3932f6dbdc4e2bfff47199072f8c9f7f4eb62a08a20f4bc43ec3
IEDL.DBID DRFUL
ISICitedReferencesCount 1
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000542190200001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 1931-4973
IngestDate Fri Jul 25 12:02:50 EDT 2025
Sat Nov 29 06:12:36 EST 2025
Wed Jan 22 16:33:47 EST 2025
IsPeerReviewed true
IsScholarly true
Issue 8
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c2579-1f0b966ecf77e3932f6dbdc4e2bfff47199072f8c9f7f4eb62a08a20f4bc43ec3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
PQID 2428410525
PQPubID 996339
PageCount 5
ParticipantIDs proquest_journals_2428410525
crossref_primary_10_1002_tee_23179
wiley_primary_10_1002_tee_23179_TEE23179
PublicationCentury 2000
PublicationDate August 2020
2020-08-00
20200801
PublicationDateYYYYMMDD 2020-08-01
PublicationDate_xml – month: 08
  year: 2020
  text: August 2020
PublicationDecade 2020
PublicationPlace Hoboken, USA
PublicationPlace_xml – name: Hoboken, USA
– name: Tokyo
PublicationTitle IEEJ transactions on electrical and electronic engineering
PublicationYear 2020
Publisher John Wiley & Sons, Inc
Wiley Subscription Services, Inc
Publisher_xml – name: John Wiley & Sons, Inc
– name: Wiley Subscription Services, Inc
References 2015; 46
2015; 45
2018; 18
2015; 36
2015; 17
2015; 60
2016; 847
2015; 51
2018; 1
2015; 22
2017; 78
2016
2018; 23
2018; 57
e_1_2_6_10_1
Ding W (e_1_2_6_6_1) 2015; 45
Xiu JJ (e_1_2_6_14_1) 2015; 36
e_1_2_6_8_1
e_1_2_6_5_1
e_1_2_6_4_1
e_1_2_6_7_1
Merkulov VI (e_1_2_6_9_1) 2018; 1
e_1_2_6_13_1
e_1_2_6_3_1
e_1_2_6_11_1
e_1_2_6_2_1
e_1_2_6_12_1
e_1_2_6_15_1
References_xml – volume: 847
  start-page: 440
  year: 2016
  end-page: 444
  article-title: Application of BP neural network in structural damage diagnosis of bridge behind abutment
  publication-title: Applied Mechanics & Materials
– volume: 23
  start-page: 368
  issue: 3
  year: 2018
  end-page: 375
  article-title: TDOA passive location based on cuckoo search algorithm
  publication-title: Journal of Shanghai Jiaotong University (Science)
– volume: 78
  start-page: 125
  issue: 1
  year: 2017
  end-page: 137
  article-title: Passive location of a group of moving targets with one stationary bearing with prior information
  publication-title: Automation & Remote Control
– volume: 60
  start-page: 762
  issue: 7
  year: 2015
  end-page: 772
  article-title: Complex matching–identification method as applied to multiposition angle‐measuring systems of passive location based on invariants
  publication-title: Journal of Communications Technology & Electronics
– volume: 57
  start-page: 179
  issue: 2
  year: 2018
  end-page: 196
  article-title: Cluster variational‐selective method of passive location for triangulation measuring systems
  publication-title: Journal of Computer & Systems Sciences International
– volume: 17
  start-page: 722
  issue: 2
  year: 2015
  end-page: 728
  article-title: Passive location using TDOA measurements from compass satellite illuminators
  publication-title: Asian Journal of Control
– volume: 45
  start-page: 1197
  issue: 9
  year: 2015
  article-title: A pseudo‐linear weighted least‐squares solution and performance analysis based on passive location measurement equations
  publication-title: Scientia Sinica (Informationis)
– volume: 36
  start-page: 483
  issue: 4
  year: 2015
  end-page: 488
  article-title: Multiple target passive location of TDOA based on bidirectional elect and nearest neighbor method
  publication-title: Journal of Astronautics
– volume: 46
  start-page: 137
  year: 2015
  end-page: 145
  article-title: FDOA post‐Newtonian equations for the location of passive emitters placed in the vicinity of the earth
  publication-title: Aerospace Science and Technology
– year: 2016
– volume: 51
  start-page: 518
  issue: 6
  year: 2015
  end-page: 519
  article-title: Geometric dilution of precision for bearing‐only passive location in three‐dimensional space
  publication-title: Electronics Letters
– volume: 18
  start-page: 2093
  issue: 7
  year: 2018
  article-title: Passive location resource scheduling based on an improved genetic algorithm
  publication-title: Sensors
– volume: 22
  start-page: 487
  issue: 8
  year: 2015
  end-page: 499
  article-title: A passive location system for single frequency networks using digital terrestrial TV signals
  publication-title: Transactions on Emerging Telecommunications Technologies
– volume: 1
  start-page: 122
  issue: 56
  year: 2018
  end-page: 143
  article-title: Estimation of distance and its derivatives in the bistatic passive radar location system
  publication-title: Tr Spiiran
– ident: e_1_2_6_2_1
  doi: 10.1049/el.2014.3700
– ident: e_1_2_6_4_1
  doi: 10.1134/S1064226915060030
– ident: e_1_2_6_12_1
  doi: 10.1007/s12204-018-1952-7
– ident: e_1_2_6_3_1
  doi: 10.1016/j.ast.2015.07.009
– ident: e_1_2_6_5_1
  doi: 10.1002/ett.1498
– ident: e_1_2_6_8_1
  doi: 10.1134/S1064230717060041
– ident: e_1_2_6_10_1
– ident: e_1_2_6_11_1
  doi: 10.4028/www.scientific.net/AMM.847.440
– ident: e_1_2_6_13_1
  doi: 10.1002/asjc.904
– volume: 1
  start-page: 122
  issue: 56
  year: 2018
  ident: e_1_2_6_9_1
  article-title: Estimation of distance and its derivatives in the bistatic passive radar location system
  publication-title: Tr Spiiran
– volume: 36
  start-page: 483
  issue: 4
  year: 2015
  ident: e_1_2_6_14_1
  article-title: Multiple target passive location of TDOA based on bidirectional elect and nearest neighbor method
  publication-title: Journal of Astronautics
– volume: 45
  start-page: 1197
  issue: 9
  year: 2015
  ident: e_1_2_6_6_1
  article-title: A pseudo‐linear weighted least‐squares solution and performance analysis based on passive location measurement equations
  publication-title: Scientia Sinica (Informationis)
– ident: e_1_2_6_15_1
  doi: 10.1134/S0005117917010106
– ident: e_1_2_6_7_1
  doi: 10.3390/s18072093
SSID ssj0046388
Score 2.1706455
Snippet The development of wireless communication has led to the wide application of passive localization. Although passive localization has strong antijamming and...
SourceID proquest
crossref
wiley
SourceType Aggregation Database
Index Database
Publisher
StartPage 1183
SubjectTerms Algorithms
Artificial neural networks
Computer simulation
Errors
Localization
Machine learning
Model accuracy
Multiple target tracking
neural network
Neural networks
Particle swarm optimization
passive localization
target location information field
Wireless communications
Title Passive Localization Algorithm for Remote Multitarget Localization Information
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Ftee.23179
https://www.proquest.com/docview/2428410525
Volume 15
WOSCitedRecordID wos000542190200001&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: PRVWIB
  databaseName: Wiley Online Library Full Collection 2020
  customDbUrl:
  eissn: 1931-4981
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0046388
  issn: 1931-4973
  databaseCode: DRFUL
  dateStart: 20060101
  isFulltext: true
  titleUrlDefault: https://onlinelibrary.wiley.com
  providerName: Wiley-Blackwell
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEB5q60EPvsVqlSAevMQmm80LT0VbPJRSSgu9hc1mVgvaSlv9_c5ukj4OguBtD5sQJvP4ZnfmG4A7nwfc5ejbgfIcm2cZs4XHue0KAveZI0NfCTNsIuz1ovE47lfgseyFyfkhVgdu2jKMv9YGLtJFc00aukR8IHASxjtQY6S3vAq150Fn1C0dMSfVivJLZVcPUvNKYiGHNVcPb4ejNcbcRKom1HQO__WRR3BQIEyrlavEMVRwegL7G7yDp9DrE2QmN2d1dSQrOjGt1vvrbD5Zvn1YBGStAdJPRCtv0DXl4tu7iz4mvT6DUac9fHqxi8EKtiQLjW1XOSmlOShVGKJHCE4FWZpJjixVSlG4ohAVMhXJWIWKYxow4USCOYqnknsovXOoTmdTvADLVSg1Zx-mlMgJnqV-jIKLWPOEBZSo1-G2lG_ymfNnJDlTMktIOIkRTh0apeSTwoQWCWGHSNegMr8O90bGv78gGbbbZnH5961XsMd07myK-RpQXc6_8Bp25fdyspjfFLr0AxxszfA
linkProvider Wiley-Blackwell
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEB5qK6gH32K1ahAPXmKTzeYFXoq2VIyhlBZ6WzabXS1oK23097u7Sfo4CIK3JWxCmMzjm83MNwA3LvawjblresKxTJymyKQOxqZNJbhPLea7guphE34cB6NR2KvAfdkLk_NDLA7clGVof60MXB1IN5esoRnndxKd-OEG1LBUI7cKtcd-ZxiVnlhdDPK_yraapOaUzEIWai5uXo9HS5C5ClV1rOns_e8t92G3wJhGK1eKA6jwySHsrDAPHkHck6BZOjojUrGs6MU0Wu-v09k4e_swJJQ1-lx-Rm7kLbq6YHx9d9HJpNbHMOy0Bw9dsxitYDJpo6FpCyuRiQ5nwve5IzGc8NIkZZijRAghA5YMUj4SAQuFLzBPPEStgCJL4IRhhzPnBKqT6YSfgmELzhRrH09kKkdxmrghp5iGiinMk6l6Ha5LAZPPnEGD5FzJiEjhEC2cOjRK0ZPCiOZEoodAVaEitw63Wsi_P4AM2m29OPv71ivY6g5eIhI9xc_nsI1UJq1L-xpQzWZf_AI22Xc2ns8uC8X6AXbh0eA
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEB5qK6IH32K1ahAPXmKTzeYFXoptUSyllBZ6C8lmVgvaljb6-53No4-DIHjbwyaEyTy-2Z35BuDO5g43Odq6Iy1D53HM9NDiXDdDAvexIVxbhumwCbfb9UYjv1eCx6IXJuOHWB64KctI_bUycJzFsr5iDU0QHwiduP4WVLjtO2SWlWa_PewUnpiTbnnZrbKpJqlZBbOQwerLhzfj0QpkrkPVNNa0D_73lYewn2NMrZEpxRGUcHIMe2vMgyfQ7RFoJkendVQsy3sxtcbH23Q-Tt4_NYKyWh_pN6KWteimBeObu_NOJrU-hWG7NXh61vPRCrogG_V1UxoRJToopOuiRRhOOnEUC44sklJSwKIg5TLpCV-6kmPksNDwQmZIHgluobDOoDyZTvAcNFOiUKx9GFEqF_I4sn0MeegrpjCHUvUq3BYCDmYZg0aQcSWzgIQTpMKpQq0QfZAb0SIg9OCpKlRmV-E-FfLvLwgGrVa6uPj71hvY6TXbQeel-3oJu0wl0mllXw3KyfwLr2BbfCfjxfw616sfRorRWw
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=Passive+Localization+Algorithm+for+Remote+Multitarget+Localization+Information&rft.jtitle=IEEJ+transactions+on+electrical+and+electronic+engineering&rft.au=Niu%2C+Gang&rft.au=Gao%2C+Jie&rft.au=Du%2C+Taihang&rft.date=2020-08-01&rft.issn=1931-4973&rft.eissn=1931-4981&rft.volume=15&rft.issue=8&rft.spage=1183&rft.epage=1187&rft_id=info:doi/10.1002%2Ftee.23179&rft.externalDBID=n%2Fa&rft.externalDocID=10_1002_tee_23179
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1931-4973&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1931-4973&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1931-4973&client=summon