Event-Based Fuzzy Tracking Control for Nonlinear Networked Systems Subject to Dynamic Quantization

This article investigates the problem of event-based output feedback tracking control for discrete-time nonlinear networked systems with dynamic quantization. The Takagi-Sugeno (T-S) fuzzy systems theory is utilized to approximate the investigated nonlinear systems. Three general dynamic quantizers...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on fuzzy systems Vol. 31; no. 3; pp. 941 - 954
Main Authors Li, Zhi-Min, Chang, Xiao-Heng, Xiong, Jun
Format Journal Article
LanguageEnglish
Published New York IEEE 01.03.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Closed loops
Control design
Control systems
Controllers
Counters
Discrete time systems
Dynamic quantization
event-triggering communication scheme
Feedback control
Fuzzy control
Fuzzy systems
Linear matrix inequalities
Mathematical analysis
Measurement
Nonlinear control
Nonlinear systems
Output feedback
Quantization (signal)
Systems theory
Takagi–Sugeno (T–S) fuzzy systems
Tracking control
Tracking errors
Tracking loops
Online AccessGet full text

Cover

Abstract This article investigates the problem of event-based output feedback tracking control for discrete-time nonlinear networked systems with dynamic quantization. The Takagi-Sugeno (T-S) fuzzy systems theory is utilized to approximate the investigated nonlinear systems. Three general dynamic quantizers and an improved asynchronous event-triggering communication scheme are carried out to comprehensively decrease the amount of data in the communication of network and realize the rational utilization of limited communication resources. The objective is to design an event-based static output feedback tracking controller such that, in the presence of dynamic quantization, the closed-loop system can be asymptotically stabilized, and the tracking error achieves the predefined tracking performance. Moreover, the parameters for the desired dynamic quantizers and tracking controller can be obtained simultaneously by solving a set of linear matrix inequalities. Finally, the simulation responses are provided to demonstrate the validity of the proposed tracking control strategy.
AbstractList This article investigates the problem of event-based output feedback tracking control for discrete-time nonlinear networked systems with dynamic quantization. The Takagi-Sugeno (T-S) fuzzy systems theory is utilized to approximate the investigated nonlinear systems. Three general dynamic quantizers and an improved asynchronous event-triggering communication scheme are carried out to comprehensively decrease the amount of data in the communication of network and realize the rational utilization of limited communication resources. The objective is to design an event-based static output feedback tracking controller such that, in the presence of dynamic quantization, the closed-loop system can be asymptotically stabilized, and the tracking error achieves the predefined tracking performance. Moreover, the parameters for the desired dynamic quantizers and tracking controller can be obtained simultaneously by solving a set of linear matrix inequalities. Finally, the simulation responses are provided to demonstrate the validity of the proposed tracking control strategy.
Author Li, Zhi-Min
Chang, Xiao-Heng
Xiong, Jun
Author_xml – sequence: 1
  givenname: Zhi-Min
  orcidid: 0000-0001-5407-1662
  surname: Li
  fullname: Li, Zhi-Min
  email: bhulizhimin@sina.com
  organization: School of Electronic and Control Engineering, North China Institute of Aerospace Engineering, Langfang, Hebei, China
– sequence: 2
  givenname: Xiao-Heng
  orcidid: 0000-0002-6197-1623
  surname: Chang
  fullname: Chang, Xiao-Heng
  email: changxiaoheng@sina.com
  organization: School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan, China
– sequence: 3
  givenname: Jun
  orcidid: 0000-0002-3351-6500
  surname: Xiong
  fullname: Xiong, Jun
  email: wustxiongjun@163.com
  organization: School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan, China
BookMark eNp9kE1LAzEQhoNU0Fb_gF4CnrfmazfZo1argijS9tJLyGazktomNckq7a93tcWDB08zA-8zMzx90HPeGQDOMBpijMrL6Xg2nw8JImRIcUkZyw_AMS4ZzhCirNf1qKBZwVFxBPoxLhDCLMfiGFS3H8al7FpFU8Nxu91u4DQo_WbdKxx5l4JfwsYH-OTd0jqjus6kTx_euvhkE5NZRThpq4XRCSYPbzZOrayGL61yyW5Vst6dgMNGLaM53dcBmI1vp6P77PH57mF09ZhpUuYp46SqWZUzRXDF64bygje10BWpiyKnuMkF7mZeUKUrho2phdBKKF5WmHJkOB2Ai93edfDvrYlJLnwbXHdSEi5QKQSnokuJXUoHH2MwjdQ2_fyZgrJLiZH8Nip_jMpvo3JvtEPJH3Qd7EqFzf_Q-Q6yxphfoBS0ZAzTL5FnhaQ
CODEN IEFSEV
CitedBy_id crossref_primary_10_1016_j_amc_2024_128653
crossref_primary_10_1016_j_amc_2024_129158
crossref_primary_10_1002_acs_3689
crossref_primary_10_1016_j_chaos_2023_114029
crossref_primary_10_1007_s12555_022_0881_2
crossref_primary_10_1007_s40815_023_01588_w
crossref_primary_10_1016_j_ejcon_2024_101146
crossref_primary_10_1002_oca_3285
crossref_primary_10_1002_acs_3670
crossref_primary_10_3390_jmse12081288
crossref_primary_10_1002_acs_3763
crossref_primary_10_1109_TFUZZ_2024_3391016
crossref_primary_10_1016_j_amc_2024_128594
crossref_primary_10_1016_j_compeleceng_2024_109537
crossref_primary_10_1007_s40815_022_01454_1
crossref_primary_10_1007_s12555_022_0669_4
crossref_primary_10_1109_TFUZZ_2024_3356011
crossref_primary_10_1016_j_ejcon_2024_100964
crossref_primary_10_1007_s12555_023_0087_2
crossref_primary_10_1002_rnc_6753
crossref_primary_10_1002_rnc_7599
crossref_primary_10_1002_rnc_7389
crossref_primary_10_3390_math11051116
crossref_primary_10_1007_s40815_023_01664_1
Cites_doi 10.1109/TCYB.2016.2568281
10.1109/TFUZZ.2020.3018509
10.1016/j.automatica.2014.08.032
10.1109/TFUZZ.2020.3009735
10.1109/TFUZZ.2015.2410790
10.1002/asjc.1238
10.1109/TFUZZ.2019.2908770
10.1109/TFUZZ.2016.2578346
10.1007/978-3-319-96202-3
10.1109/TFUZZ.2018.2868898
10.1109/TSMC.2019.2931530
10.1109/TFUZZ.2020.2979675
10.1109/TII.2016.2607150
10.1109/TCYB.2014.2354421
10.1109/TFUZZ.2018.2874015
10.1109/TSMC.2017.2788187
10.1049/iet-cta.2008.0580
10.1016/j.automatica.2013.01.038
10.1016/j.jfranklin.2017.01.016
10.1109/TFUZZ.2019.2952798
10.1049/iet-cta.2015.1314
10.1016/S0005-1098(03)00151-1
10.1016/j.fss.2008.11.025
10.1109/TSMC.2018.2866996
10.1016/j.automatica.2007.06.015
10.1109/TII.2017.2774446
10.1109/TSMC.2018.2867213
10.1016/j.jfranklin.2019.07.031
10.1109/TFUZZ.2017.2762633
10.1109/TFUZZ.2021.3069321
10.1109/TFUZZ.2012.2191790
10.1109/TAC.2008.919850
10.1016/j.fss.2014.12.015
10.1002/asjc.1418
10.1109/TSMC.2017.2756912
10.1109/JAS.2019.1911651
10.1109/TNNLS.2021.3051030
10.1002/asjc.72
10.1109/TCYB.2016.2594046
10.1016/j.jfranklin.2017.02.020
10.1007/978-3-319-19605-3
10.1109/TFUZZ.2017.2705624
10.1016/j.amc.2018.10.038
10.1109/TFUZZ.2020.2979389
10.1109/TSMC.2017.2743012
10.1109/TAC.2012.2206694
10.1109/TFUZZ.2013.2278982
10.1109/TFUZZ.2019.2937046
10.1109/9.948466
10.1109/TFUZZ.2021.3082691
10.1109/tsmcb.2005.856723
10.1109/TCYB.2019.2920709
10.1109/TAC.2005.858689
10.1109/TSMC.2018.2835442
10.1002/asjc.1566
10.1109/TFUZZ.2020.3038488
10.1109/TFUZZ.2021.3052104
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023
DBID 97E
RIA
RIE
AAYXX
CITATION
7SC
8FD
JQ2
L7M
L~C
L~D
DOI 10.1109/TFUZZ.2022.3193445
DatabaseName IEEE Xplore (IEEE)
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Computer and Information Systems 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
Computer and Information Systems Abstracts
Technology Research Database
Computer and Information Systems Abstracts – Academic
Advanced Technologies Database with Aerospace
ProQuest Computer Science Collection
Computer and Information Systems Abstracts Professional
DatabaseTitleList
Computer and Information Systems Abstracts
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
Computer Science
EISSN 1941-0034
EndPage 954
ExternalDocumentID 10_1109_TFUZZ_2022_3193445
9839441
Genre orig-research
GrantInformation_xml – fundername: National Natural Science Foundation of China
  grantid: 62003006; 61773298
  funderid: 10.13039/501100001809
– fundername: Science and Technology Project of Hebei Education Department
  grantid: BJK2022053
GroupedDBID -~X
.DC
0R~
29I
4.4
5GY
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
AENEX
AETIX
AGQYO
AGSQL
AHBIQ
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
EJD
HZ~
H~9
ICLAB
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
O9-
OCL
P2P
PQQKQ
RIA
RIE
RNS
TAE
TN5
VH1
AAYOK
AAYXX
CITATION
RIG
7SC
8FD
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c295t-72bd4b54a21b7df3767fd8cb2d66531f581fd8763acb41eed88ca8a79b1370e73
IEDL.DBID RIE
ISSN 1063-6706
IngestDate Sun Jun 29 16:36:26 EDT 2025
Tue Jul 01 01:55:35 EDT 2025
Thu Apr 24 23:00:02 EDT 2025
Wed Aug 27 02:14:19 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 3
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-c295t-72bd4b54a21b7df3767fd8cb2d66531f581fd8763acb41eed88ca8a79b1370e73
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0001-5407-1662
0000-0002-3351-6500
0000-0002-6197-1623
PQID 2780988738
PQPubID 85428
PageCount 14
ParticipantIDs crossref_primary_10_1109_TFUZZ_2022_3193445
crossref_citationtrail_10_1109_TFUZZ_2022_3193445
ieee_primary_9839441
proquest_journals_2780988738
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2023-03-01
PublicationDateYYYYMMDD 2023-03-01
PublicationDate_xml – month: 03
  year: 2023
  text: 2023-03-01
  day: 01
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on fuzzy systems
PublicationTitleAbbrev TFUZZ
PublicationYear 2023
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
ref57
ref12
ref56
ref15
ref14
ref58
ref53
ref52
ref11
ref55
ref10
ref54
ref17
ref16
ref19
ref18
ref51
ref50
ref46
ref45
ref48
ref47
ref42
ref41
ref44
ref43
ref49
ref8
ref7
Baranyi (ref25) 2013
ref9
ref4
ref3
ref6
ref5
ref40
ref35
ref34
ref37
ref36
ref31
ref30
ref33
ref32
ref2
ref1
ref39
ref38
ref24
ref23
ref26
ref20
ref22
ref21
ref28
ref27
ref29
References_xml – ident: ref11
  doi: 10.1109/TCYB.2016.2568281
– ident: ref29
  doi: 10.1109/TFUZZ.2020.3018509
– ident: ref7
  doi: 10.1016/j.automatica.2014.08.032
– ident: ref38
  doi: 10.1109/TFUZZ.2020.3009735
– ident: ref50
  doi: 10.1109/TFUZZ.2015.2410790
– ident: ref22
  doi: 10.1002/asjc.1238
– ident: ref23
  doi: 10.1109/TFUZZ.2019.2908770
– ident: ref39
  doi: 10.1109/TFUZZ.2016.2578346
– ident: ref1
  doi: 10.1007/978-3-319-96202-3
– ident: ref45
  doi: 10.1109/TFUZZ.2018.2868898
– ident: ref58
  doi: 10.1109/TSMC.2019.2931530
– ident: ref36
  doi: 10.1109/TFUZZ.2020.2979675
– ident: ref14
  doi: 10.1109/TII.2016.2607150
– ident: ref52
  doi: 10.1109/TCYB.2014.2354421
– ident: ref40
  doi: 10.1109/TFUZZ.2018.2874015
– ident: ref43
  doi: 10.1109/TSMC.2017.2788187
– ident: ref8
  doi: 10.1049/iet-cta.2008.0580
– ident: ref13
  doi: 10.1016/j.automatica.2013.01.038
– ident: ref47
  doi: 10.1016/j.jfranklin.2017.01.016
– ident: ref37
  doi: 10.1109/TFUZZ.2019.2952798
– ident: ref44
  doi: 10.1049/iet-cta.2015.1314
– ident: ref6
  doi: 10.1016/S0005-1098(03)00151-1
– ident: ref18
  doi: 10.1016/j.fss.2008.11.025
– ident: ref54
  doi: 10.1109/TSMC.2018.2866996
– ident: ref5
  doi: 10.1016/j.automatica.2007.06.015
– ident: ref10
  doi: 10.1109/TII.2017.2774446
– ident: ref34
  doi: 10.1109/TSMC.2018.2867213
– ident: ref30
  doi: 10.1016/j.jfranklin.2019.07.031
– ident: ref41
  doi: 10.1109/TFUZZ.2017.2762633
– ident: ref16
  doi: 10.1109/TFUZZ.2021.3069321
– ident: ref31
  doi: 10.1109/TFUZZ.2012.2191790
– ident: ref42
  doi: 10.1109/TAC.2008.919850
– ident: ref55
  doi: 10.1016/j.fss.2014.12.015
– ident: ref27
  doi: 10.1002/asjc.1418
– ident: ref19
  doi: 10.1109/TSMC.2017.2756912
– ident: ref2
  doi: 10.1109/JAS.2019.1911651
– ident: ref17
  doi: 10.1109/TNNLS.2021.3051030
– ident: ref9
  doi: 10.1002/asjc.72
– ident: ref51
  doi: 10.1109/TCYB.2016.2594046
– ident: ref57
  doi: 10.1016/j.jfranklin.2017.02.020
– ident: ref21
  doi: 10.1007/978-3-319-19605-3
– ident: ref53
  doi: 10.1109/TFUZZ.2017.2705624
– ident: ref56
  doi: 10.1016/j.amc.2018.10.038
– ident: ref15
  doi: 10.1109/TFUZZ.2020.2979389
– ident: ref35
  doi: 10.1109/TSMC.2017.2743012
– ident: ref12
  doi: 10.1109/TAC.2012.2206694
– volume-title: Tensor Product Model Transformation in Polytopic Model-Based Control
  year: 2013
  ident: ref25
– ident: ref28
  doi: 10.1109/TFUZZ.2013.2278982
– ident: ref46
  doi: 10.1109/TFUZZ.2019.2937046
– ident: ref3
  doi: 10.1109/9.948466
– ident: ref33
  doi: 10.1109/TFUZZ.2021.3082691
– ident: ref48
  doi: 10.1109/tsmcb.2005.856723
– ident: ref49
  doi: 10.1109/TCYB.2019.2920709
– ident: ref4
  doi: 10.1109/TAC.2005.858689
– ident: ref20
  doi: 10.1109/TSMC.2018.2835442
– ident: ref24
  doi: 10.1002/asjc.1566
– ident: ref26
  doi: 10.1109/TFUZZ.2020.3038488
– ident: ref32
  doi: 10.1109/TFUZZ.2021.3052104
SSID ssj0014518
Score 2.5332553
Snippet This article investigates the problem of event-based output feedback tracking control for discrete-time nonlinear networked systems with dynamic quantization....
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 941
SubjectTerms Closed loops
Control design
Control systems
Controllers
Counters
Discrete time systems
Dynamic quantization
event-triggering communication scheme
Feedback control
Fuzzy control
Fuzzy systems
Linear matrix inequalities
Mathematical analysis
Measurement
Nonlinear control
Nonlinear systems
Output feedback
Quantization (signal)
Systems theory
Takagi–Sugeno (T–S) fuzzy systems
Tracking control
Tracking errors
Tracking loops
Title Event-Based Fuzzy Tracking Control for Nonlinear Networked Systems Subject to Dynamic Quantization
URI https://ieeexplore.ieee.org/document/9839441
https://www.proquest.com/docview/2780988738
Volume 31
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3NSxwxFH9YT3pw6xfdaiUHb-2sM5lMPo7V7rIICoIL4mXI11xadqWdOXT_el8mmUWsSG8JJBD45X0l770fwLnzIvC5oyBJ7jLmG55pJU0mXJM31DdM9OwNN7d8vmDXD9XDFnzb1MJ47_vkMz8Jw_4v361sF57KLpQMZZwY63zAwC3Wam1-DFhVxLI3XmZc5HwokMnVxf1s8fiIoSClGKGqkoXSpRdGqGdV-UcV9_ZlNoKb4WQxreTnpGvNxK5fNW3836N_hL3kaJLv8Wbsw5ZfHsBoIHEgSaYPYPdFR8JDMNOQ_5hdom1zZNat138JWjMb3tPJVcxqJ-jmktvYYUPjKOaR4_LU_JygLgqPO6RdkR-R757cdQhgqvg8gsVsen81zxINQ2apqtpMUOOYqZimhUEIQ_uXxklrqOMcJbipZIFz1FPaGlagzZXSaqmFMkUpci_KY9herpb-ExAujEaptI0rS9YIHWQe_TdHpVFOV3oMxYBLbVOP8kCV8avuY5Vc1T2WdcCyTliO4etmz1Ps0PHu6sMAzmZlwmUMpwP8dRLiPzUVMleohEv5-e1dJ7AT2OdjStopbLe_O_8FfZTWnPWX8xmT2uQO
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwzV3NbtQwEB6VcoAeKLSgLhTwAU4o28RxbOfAAdqutrRdCWlXqnoJ_ouEgF1EE6HdZ-FVeDfGsbOqAHGrxM2R7FhxPs-PPfMNwAvrhK_njhtJcpswV_NElVInwtZpTV3NRFe94XzCxzP27qK42IAf61wY51wXfOaGvtnd5duFaf1R2UEpfRpnFkMoT93yOzpoV69PjvBvvqR0dDw9HCexhkBiaFk0iaDaMl0wRTON83vuktpKo6nlHOFXFzLDZ9xkymiWocKQ0iipRKmzXKRO5PjeW3Ab7YyChuyw9R0FK7KQaMfzhIuU9yk5aXkwHc0uL9H5pBR94jJnPlnqmtrr6rj8Ifw7jTbahp_9WoRAlk_DttFDs_qNJvJ_Xaz7cC-a0uRNwP4D2HDzHdjuy1SQKLV2YOsa5-Iu6GMf4Zm8Re1tyahdrZYE9bXxNwbkMMTtEzTkySRwiChshUh57B7p3QlKW398RZoFOVrO1ZePhrxvEaIxp_UhzG7kux_B5nwxd3tAuNAK5Y6pbZ6zWigv1dBCtVTq0qpCDSDrcVCZyMLui4F8rjpvLC2rDjuVx04VsTOAV-sxXwMHyT9773owrHtGHAxgv4dbFcXUVUWFTEtUM7l8_PdRz-HOeHp-Vp2dTE6fwF2cJw8BePuw2Xxr3VO0yBr9rNsYBD7cNLh-AdL3Qp4
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=Event-Based+Fuzzy+Tracking+Control+for+Nonlinear+Networked+Systems+Subject+to+Dynamic+Quantization&rft.jtitle=IEEE+transactions+on+fuzzy+systems&rft.au=Li%2C+Zhi-Min&rft.au=Chang%2C+Xiao-Heng&rft.au=Xiong%2C+Jun&rft.date=2023-03-01&rft.issn=1063-6706&rft.eissn=1941-0034&rft.volume=31&rft.issue=3&rft.spage=941&rft.epage=954&rft_id=info:doi/10.1109%2FTFUZZ.2022.3193445&rft.externalDBID=n%2Fa&rft.externalDocID=10_1109_TFUZZ_2022_3193445
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1063-6706&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1063-6706&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1063-6706&client=summon