Dynamic Event-Triggered Consensus for Multiagent Systems Under DoS Attacks: A Hybrid System Approach

In this article, we investigate the consensus problem of multiagent systems (MASs) based on the event-triggered control (ETC) method. The communication between agents is transmitted through unreliable networks with denial-of-service (DoS) attacks. By equipping the MAS with estimation capabilities so...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on systems, man, and cybernetics. Systems Vol. 53; no. 11; pp. 1 - 11
Main Authors Liu, Guopin, Park, Ju H., Hua, Changchun, Li, Yafeng
Format Journal Article
LanguageEnglish
Published New York IEEE 01.11.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text
ISSN2168-2216
2168-2232
DOI10.1109/TSMC.2023.3296638

Cover

Abstract In this article, we investigate the consensus problem of multiagent systems (MASs) based on the event-triggered control (ETC) method. The communication between agents is transmitted through unreliable networks with denial-of-service (DoS) attacks. By equipping the MAS with estimation capabilities so as to estimate the lost measurements caused by DoS attacks, we present a hybrid dynamic event-triggered strategy (HDETS) for the consensus of MAS subject to unreliable networks. Based on the proposed HDETS, we can preserve the consensus of MASs provided that the DoS attacks satisfy a condition on its frequency and duration . In addition, it can guarantee the Zeno-freeness with a designed strictly positive minimum event-triggered interval as well. Furthermore, we revisit the estimator with the trigger-resetting property, and present a finite time resetting condition for the estimation error, which illustrates the maximal DoS attacks intensity that the MASs can tolerate. Finally, the developed results are verified by a spacecraft formation simulation example.
AbstractList In this article, we investigate the consensus problem of multiagent systems (MASs) based on the event-triggered control (ETC) method. The communication between agents is transmitted through unreliable networks with denial-of-service (DoS) attacks. By equipping the MAS with estimation capabilities so as to estimate the lost measurements caused by DoS attacks, we present a hybrid dynamic event-triggered strategy (HDETS) for the consensus of MAS subject to unreliable networks. Based on the proposed HDETS, we can preserve the consensus of MASs provided that the DoS attacks satisfy a condition on its frequency and duration. In addition, it can guarantee the Zeno-freeness with a designed strictly positive minimum event-triggered interval as well. Furthermore, we revisit the estimator with the trigger-resetting property, and present a finite time resetting condition for the estimation error, which illustrates the maximal DoS attacks intensity that the MASs can tolerate. Finally, the developed results are verified by a spacecraft formation simulation example.
Author Li, Yafeng
Liu, Guopin
Park, Ju H.
Hua, Changchun
Author_xml – sequence: 1
  givenname: Guopin
  orcidid: 0000-0001-7690-3773
  surname: Liu
  fullname: Liu, Guopin
  organization: School of Electrical Engineering, Yanshan University, Qinhuangdao, China
– sequence: 2
  givenname: Ju H.
  orcidid: 0000-0002-0218-2333
  surname: Park
  fullname: Park, Ju H.
  organization: Department of Electrical Engineering, Yeungnam University, Gyeongsan, South Korea
– sequence: 3
  givenname: Changchun
  orcidid: 0000-0001-6311-2112
  surname: Hua
  fullname: Hua, Changchun
  organization: School of Electrical Engineering, Yanshan University, Qinhuangdao, China
– sequence: 4
  givenname: Yafeng
  orcidid: 0000-0003-2448-5092
  surname: Li
  fullname: Li, Yafeng
  organization: School of Electrical Engineering, Yanshan University, Qinhuangdao, China
BookMark eNp9kU9PAjEQxRujiYh8ABMPTTwv9g_b7XojgGIC8QCcN6U7xSJ0sS0mfHtLIMZ48PTm8HvzMm9u0KVrHCB0R0mXUlI-zmfTQZcRxruclUJweYFajAqZMcbZ5c9MxTXqhLAmhFAmBSeiherhwamt1Xj0BS5mc29XK_BQ40HjAriwD9g0Hk_3m2jVKiF4dggRtgEvXA0eD5sZ7seo9Ed4wn08Piy9rc8M7u92vlH6_RZdGbUJ0DlrGy2eR_PBOJu8vbwO-pNMs7IXM9Njyx6YIhc9QWpdKmZKUxY5J0QZWpNlLY3OJaQbE7AEKFVSLgSRWoDmvI0eTntT7OceQqzWzd67FFkxWcicFAWRiaInSvsmBA-m2nm7Vf5QUVId-6yOfVbHPqtzn8lT_PFoG1W0jYte2c2_zvuT0wLAryRGSZ5-8A0U24Sa
CODEN ITSMFE
CitedBy_id crossref_primary_10_1007_s11071_024_09921_0
crossref_primary_10_1109_TCSII_2024_3371180
crossref_primary_10_1080_00207721_2025_2467224
crossref_primary_10_1016_j_ins_2024_120949
crossref_primary_10_1109_TIFS_2025_3531775
crossref_primary_10_1109_TCYB_2024_3485986
crossref_primary_10_1002_rnc_7593
crossref_primary_10_1002_rnc_7592
crossref_primary_10_1016_j_ins_2024_121350
crossref_primary_10_1109_TCSI_2024_3401693
crossref_primary_10_1109_TSMC_2024_3377213
crossref_primary_10_1016_j_jfranklin_2024_106761
crossref_primary_10_1109_TCYB_2024_3467272
Cites_doi 10.1109/TSMC.2018.2866853
10.1109/TAC.2007.895913
10.1109/TAC.2013.2266831
10.1109/TSMC.2017.2764521
10.1016/j.jnca.2019.102409
10.1109/tsmc.2019.2960062
10.1109/TIE.2017.2752148
10.1109/TSMC.2018.2858556
10.1109/TAC.2014.2366855
10.1109/TAC.2015.2416924
10.1109/TCYB.2019.2956137
10.1109/TCNS.2016.2613445
10.1109/TIE.2017.2782229
10.1109/TFUZZ.2019.2893179
10.1016/j.automatica.2017.01.031
10.1109/TSMCB.2009.2031624
10.1109/TSMC.2018.2828614
10.1109/TAC.2011.2112472
10.1007/978-3-642-00602-9_3
10.1109/TCSI.2009.2023937
10.1109/TAC.2020.2979936
10.1109/MNET.2006.1637931
10.1109/TCYB.2015.2398892
10.1109/tsmc.2019.2946212
10.1109/TCST.2019.2892032
10.1109/TAC.2012.2200374
10.1109/TAC.2015.2416926
10.1109/TCYB.2016.2610419
10.1016/j.automatica.2011.02.027
10.1109/TAC.2011.2174666
10.1109/tac.2020.3018437
10.1109/TSMC.2018.2875250
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
7SP
7TB
8FD
FR3
H8D
JQ2
L7M
L~C
L~D
DOI 10.1109/TSMC.2023.3296638
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
Mechanical & Transportation Engineering Abstracts
Technology Research Database
Engineering Research Database
Aerospace Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Aerospace Database
Technology Research Database
Computer and Information Systems Abstracts – Academic
Mechanical & Transportation Engineering Abstracts
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Engineering Research Database
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
DatabaseTitleList Aerospace 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 2168-2232
EndPage 11
ExternalDocumentID 10_1109_TSMC_2023_3296638
10210586
Genre orig-research
GrantInformation_xml – fundername: Science and Technology Development Grant of Hebei Provinece
  grantid: 20311803D
– fundername: Hebei Innovation Capability Improvement Plan Project
  grantid: 22567619H
– fundername: Science Fund for Creative Research Groups of Hebei Province
  grantid: F2020203013
– fundername: Korea Government (MSIT)
  grantid: RS-2023-00208078
– fundername: National Natural Science Foundation of China
  grantid: 62103355; 61825304; U20A20187; 62273297
  funderid: 10.13039/501100001809
– fundername: Science and Technology Project of Hebei Education Department
  grantid: BJK2023113
GroupedDBID 0R~
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFS
ACIWK
AGQYO
AHBIQ
AKJIK
AKQYR
ALMA_UNASSIGNED_HOLDINGS
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
EBS
HZ~
IFIPE
IPLJI
JAVBF
M43
O9-
OCL
PQQKQ
RIA
RIE
RNS
AAYXX
AGSQL
CITATION
EJD
RIG
7SC
7SP
7TB
8FD
FR3
H8D
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c294t-f42b4ef756460dc9a2f9f975300af1d0bd8fc58e296460bee9a46036608c6ec33
IEDL.DBID RIE
ISSN 2168-2216
IngestDate Mon Jun 30 05:00:25 EDT 2025
Tue Jul 01 02:29:26 EDT 2025
Thu Apr 24 23:04:15 EDT 2025
Wed Aug 27 02:14:03 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 11
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-c294t-f42b4ef756460dc9a2f9f975300af1d0bd8fc58e296460bee9a46036608c6ec33
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0001-6311-2112
0000-0003-2448-5092
0000-0001-7690-3773
0000-0002-0218-2333
PQID 2878507708
PQPubID 75739
PageCount 11
ParticipantIDs ieee_primary_10210586
crossref_primary_10_1109_TSMC_2023_3296638
proquest_journals_2878507708
crossref_citationtrail_10_1109_TSMC_2023_3296638
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2023-11-01
PublicationDateYYYYMMDD 2023-11-01
PublicationDate_xml – month: 11
  year: 2023
  text: 2023-11-01
  day: 01
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on systems, man, and cybernetics. Systems
PublicationTitleAbbrev TSMC
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
ref12
ref15
ref14
ref31
ref30
ref11
ref33
ref10
ref32
ref2
ref1
ref17
ref16
ref19
ref18
Thuente (ref27)
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref28
ref29
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref12
  doi: 10.1109/TSMC.2018.2866853
– ident: ref31
  doi: 10.1109/TAC.2007.895913
– ident: ref29
  doi: 10.1109/TAC.2013.2266831
– ident: ref3
  doi: 10.1109/TSMC.2017.2764521
– ident: ref6
  doi: 10.1016/j.jnca.2019.102409
– ident: ref14
  doi: 10.1109/tsmc.2019.2960062
– ident: ref1
  doi: 10.1109/TIE.2017.2752148
– ident: ref5
  doi: 10.1109/TSMC.2018.2858556
– ident: ref18
  doi: 10.1109/TAC.2014.2366855
– ident: ref21
  doi: 10.1109/TAC.2015.2416924
– ident: ref17
  doi: 10.1109/TCYB.2019.2956137
– ident: ref23
  doi: 10.1109/TCNS.2016.2613445
– ident: ref2
  doi: 10.1109/TIE.2017.2782229
– ident: ref11
  doi: 10.1109/TFUZZ.2019.2893179
– ident: ref22
  doi: 10.1016/j.automatica.2017.01.031
– ident: ref30
  doi: 10.1109/TSMCB.2009.2031624
– ident: ref13
  doi: 10.1109/TSMC.2018.2828614
– ident: ref8
  doi: 10.1109/TAC.2011.2112472
– ident: ref15
  doi: 10.1007/978-3-642-00602-9_3
– ident: ref32
  doi: 10.1109/TCSI.2009.2023937
– ident: ref24
  doi: 10.1109/TAC.2020.2979936
– ident: ref28
  doi: 10.1109/MNET.2006.1637931
– ident: ref33
  doi: 10.1109/TCYB.2015.2398892
– ident: ref19
  doi: 10.1109/tsmc.2019.2946212
– start-page: 1075
  volume-title: Proc. 25th IEEE Commun. Soc. Mil. Commun. Conf.
  ident: ref27
  article-title: Intelligent jamming in wireless networks with applications to 802.11b and other networks
– ident: ref26
  doi: 10.1109/TCST.2019.2892032
– ident: ref9
  doi: 10.1109/TAC.2012.2200374
– ident: ref16
  doi: 10.1109/TAC.2015.2416926
– ident: ref4
  doi: 10.1109/TCYB.2016.2610419
– ident: ref7
  doi: 10.1016/j.automatica.2011.02.027
– ident: ref10
  doi: 10.1109/TAC.2011.2174666
– ident: ref20
  doi: 10.1109/tac.2020.3018437
– ident: ref25
  doi: 10.1109/TSMC.2018.2875250
SSID ssj0001286306
Score 2.366931
Snippet In this article, we investigate the consensus problem of multiagent systems (MASs) based on the event-triggered control (ETC) method. The communication between...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 1
SubjectTerms Cybernetics
Denial of service attacks
Denial-of-service (DoS) attacks
Denial-of-service attack
Directed graphs
dynamic event-triggered control (ETC)
Electrical engineering
Hybrid systems
Laplace equations
Multi-agent systems
Multiagent systems
multiagent systems (MASs)
Robustness
Title Dynamic Event-Triggered Consensus for Multiagent Systems Under DoS Attacks: A Hybrid System Approach
URI https://ieeexplore.ieee.org/document/10210586
https://www.proquest.com/docview/2878507708
Volume 53
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV09T8MwELVoJxj4LKJQkAcmpKTOl-uwRS1VhdQubaVukePYDKAW0XSAX8-d46IKBGJJMthRlOfE73x-9wi51UZEwujEA3YsvFhDwCpTE3iBNBJmg7Iobbmm8YSP5vHjIlk4sbrVwmit7eYz7eOlzeWXK7XBpbIu2lCzRPAGacA4q8VaOwsqgkfWSzMMOKAPR5fFDFjanU3HfR-twv0oBIaPcpSdecgaq_z4G9spZnhEJtuHq3eWPPubqvDVx7e6jf9--mNy6MgmzerRcUL29PKUHOyUIDwj5aC2pKcPuPHRm0Gw_oT2nRSdPNEGY02B1lKr05Uow6Kuxjm1jkl0sJrSrKpQqX9PMzp6RwWYa0MzV7C8RebDh1l_5DnnBU-FaVx5Jg6LWJtewmPOSpXK0KQGJbiMSROUrCiFUYnQmLPlrNA6lXCOOOCtuFZRdE6ay9VSXxAqExMFiVARZjjhxUvJYgBEFDplQMVMm7AtDrlyZcnRHeMlt-EJS3OELkfocgddm9x9dXmta3L81biFUOw0rFFok84W7dx9tuscwkcBBLnHxOUv3a7IPt69ViN2SLN62-hroCVVcWOH4ydae9xP
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwED7xGICBN6I8PTAhJTgv47BVPFQe7UKR2CLHsRlALaLpAL-eO8dFFQjEkmSwFcufk7vz-bsP4MhYmUhrsgC9YxmkBgNWldsoiJRVaA2qsnLlmro90XlIbx6zR09Wd1wYY4w7fGZCenS5_Gqox7RVdkIy1DyTYhbm0fCnWUPXmtpSkSJxappxJBB_vPo8ZsTzk_599zwksfAwidHHJ0LKlCVy0io__sfOyFytQG8yvOZsyXM4rstQf3yr3Pjv8a_Csnc3WbtZH2swYwbrsDRVhHADqotGlJ5d0tHHoI_h-hMJeDLS8iQhjBFDx5Y5pq4iIhbzVc6Z00xiF8N71q5r4uqfsTbrvBMHzLdhbV-yfBMeri77553Aay8EOs7TOrBpXKbGnmYiFbzSuYptbomEy7myUcXLSlqdSUNZW8FLY3KF90Qg4loYnSRbMDcYDsw2MJXZJMqkTijHiROvFE8REFmanKMzZlvAJzgU2hcmJ32Ml8IFKDwvCLqCoCs8dC04_ury2lTl-KvxJkEx1bBBoQV7E7QL_-GOCgwgJbrIp1zu_NLtEBY6_e5dcXfdu92FRXpTw03cg7n6bWz20UmpywO3ND8BDrXfnA
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=Dynamic+Event-Triggered+Consensus+for+Multiagent+Systems+Under+DoS+Attacks%3A+A+Hybrid+System+Approach&rft.jtitle=IEEE+transactions+on+systems%2C+man%2C+and+cybernetics.+Systems&rft.au=Liu%2C+Guopin&rft.au=Park%2C+Ju+H&rft.au=Hua%2C+Changchun&rft.au=Li%2C+Yafeng&rft.date=2023-11-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=2168-2216&rft.eissn=2168-2232&rft.volume=53&rft.issue=11&rft.spage=7223&rft_id=info:doi/10.1109%2FTSMC.2023.3296638&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2168-2216&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2168-2216&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2168-2216&client=summon