Consensus of Teleoperating Cyber-Physical System via Centralized and Decentralized Controllers

Teleoperating cyber-physical system (TCPS) has been considered as a promising technology to stretch artificial intelligences to remote locations. Many applications of TCPS demand operator and slaves to keep state consensus on the shared information. However, the cyberand physicalconstrained characte...

Full description

Saved in:
Bibliographic Details
Published inIEEE access Vol. 5; pp. 17271 - 17287
Main Authors Yan, Jing, Yang, Xian, Luo, Xiaoyuan, Chen, Cailian, Guan, Xinping
Format Journal Article
LanguageEnglish
Published Piscataway IEEE 01.01.2017
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text
ISSN2169-3536
2169-3536
DOI10.1109/ACCESS.2017.2740938

Cover

Loading…
Abstract Teleoperating cyber-physical system (TCPS) has been considered as a promising technology to stretch artificial intelligences to remote locations. Many applications of TCPS demand operator and slaves to keep state consensus on the shared information. However, the cyberand physicalconstrained characteristics on TCPS make it difficult to realize such a consensus. This paper investigates the consensus problem for single-master-multi-slave TCPS with time-varying delay and actuator saturation. According to the communication structures of slaves, centralized and decentralized controllers are, respectively, designed to drive the consensus of master and slave robots. To simplify the information fusion in decentralized controller design, we use min-weighted rigid graph-based topology optimization algorithm to reduce the communication redundancy in slave site. Under time-varying delay and actuator saturation constraints, the sufficient stability conditions are presented to show that the centralized and decentralized controllers can stabilize the single-master-multi-slave TCPS. Moreover, the stability conditions are rearranged into a form of linear matrix inequalities, and then, the required initial stability conditions for master and slaves are developed. Finally, simulations and experiments are demonstrated to show the validity of the method. It is shown that the consensus controllers can guarantee the asymptotic stability of single-master-multi-slave TCPS, while the topology optimization can reduce the redundancy of communication links.
AbstractList Teleoperating cyber-physical system (TCPS) has been considered as a promising technology to stretch artificial intelligences to remote locations. Many applications of TCPS demand operator and slaves to keep state consensus on the shared information. However, the cyberand physicalconstrained characteristics on TCPS make it difficult to realize such a consensus. This paper investigates the consensus problem for single-master-multi-slave TCPS with time-varying delay and actuator saturation. According to the communication structures of slaves, centralized and decentralized controllers are, respectively, designed to drive the consensus of master and slave robots. To simplify the information fusion in decentralized controller design, we use min-weighted rigid graph-based topology optimization algorithm to reduce the communication redundancy in slave site. Under time-varying delay and actuator saturation constraints, the sufficient stability conditions are presented to show that the centralized and decentralized controllers can stabilize the single-master-multi-slave TCPS. Moreover, the stability conditions are rearranged into a form of linear matrix inequalities, and then, the required initial stability conditions for master and slaves are developed. Finally, simulations and experiments are demonstrated to show the validity of the method. It is shown that the consensus controllers can guarantee the asymptotic stability of single-master-multi-slave TCPS, while the topology optimization can reduce the redundancy of communication links.
Author Xinping Guan
Jing Yan
Xian Yang
Cailian Chen
Xiaoyuan Luo
Author_xml – sequence: 1
  givenname: Jing
  orcidid: 0000-0001-7768-5720
  surname: Yan
  fullname: Yan, Jing
– sequence: 2
  givenname: Xian
  surname: Yang
  fullname: Yang, Xian
– sequence: 3
  givenname: Xiaoyuan
  surname: Luo
  fullname: Luo, Xiaoyuan
– sequence: 4
  givenname: Cailian
  surname: Chen
  fullname: Chen, Cailian
– sequence: 5
  givenname: Xinping
  surname: Guan
  fullname: Guan, Xinping
BookMark eNp9kU9v1DAQxS1UJErpJ-glEucs44zzx8cqFKhUqUhbrlizzrh4lcaLnUXafnq8TUEVB3yx9TS_52e_t-JkChMLcSFhJSXoD5d9f7VeryqQ7apqFWjsXonTSja6xBqbkxfnN-I8pS3k1WWpbk_F9z5Miae0T0VwxR2PHHYcafbTfdEfNhzLrz8OyVsai_UhzfxQ_PJU9DzNkUb_yENB01B8ZPtCyZZzDOPIMb0Trx2Nic-f9zPx7dPVXf-lvLn9fN1f3pRWQTeXrnPcEVeMCiS2FpyVHTaSatvUSjtH0FiLLebgtiaNm40dNmRBddzYhvFMXC--Q6Ct2UX_QPFgAnnzJIR4byjO3o5sQDuEChiHQSkn3fHagRmoBXAobfZ6v3jtYvi55zSbbdjHKcc3laprrVBDnaf0MmVjSCmyM9bP-d-Obyc_Ggnm2I5Z2jHHdsxzO5nFf9g_if9PXSyUZ-a_RAeywrbC34WAnuM
CODEN IAECCG
CitedBy_id crossref_primary_10_3390_s22249811
crossref_primary_10_1002_asjc_3367
crossref_primary_10_1016_j_amc_2021_126017
crossref_primary_10_1109_JOE_2019_2923826
crossref_primary_10_1007_s12555_017_0041_2
Cites_doi 10.1016/j.adhoc.2017.02.001
10.1109/TIE.2016.2583199
10.1016/S0167-6911(01)00168-2
10.1007/978-1-4613-0163-9
10.1109/TSG.2015.2513772
10.1109/TRO.2005.852254
10.1016/j.automatica.2013.05.012
10.1109/TMC.2015.2393856
10.1002/rnc.1386
10.1109/TAC.2004.834113
10.1016/j.ins.2016.02.019
10.1109/ACCESS.2017.2671440
10.1016/j.future.2015.08.004
10.1109/ACCESS.2016.2517926
10.1109/IROS.2011.6094525
10.1109/TRO.2012.2196304
10.1109/ACCESS.2017.2658347
10.1109/JAS.2014.7004543
10.1109/TSP.2015.2394507
10.1007/s10846-014-0023-z
10.1109/TCST.2009.2030176
10.1109/JAS.2016.7373757
10.1016/j.ins.2013.01.016
10.1109/TAC.2016.2603780
10.1007/s10846-017-0511-z
10.1016/j.automatica.2013.05.030
10.1109/TCST.2017.2709266
10.1007/s12555-015-0171-3
10.1109/CDC.2016.7798930
10.1016/j.neucom.2015.02.060
10.1109/MCS.2008.929280
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2017
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2017
DBID 97E
ESBDL
RIA
RIE
AAYXX
CITATION
7SC
7SP
7SR
8BQ
8FD
JG9
JQ2
L7M
L~C
L~D
DOA
DOI 10.1109/ACCESS.2017.2740938
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE Xplore Open Access Journals (LUT & LAB)
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE/IET Electronic Library
CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Engineered Materials Abstracts
METADEX
Technology Research Database
Materials Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
Directory of Open Access Journals
DatabaseTitle CrossRef
Materials Research Database
Engineered Materials Abstracts
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
METADEX
Computer and Information Systems Abstracts Professional
DatabaseTitleList
Materials Research Database

Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: RIE
  name: IEEE/IET Electronic Library
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2169-3536
EndPage 17287
ExternalDocumentID oai_doaj_org_article_09f3020e3dd44f1fae2edee0a700f31c
10_1109_ACCESS_2017_2740938
8012372
Genre orig-research
GrantInformation_xml – fundername: NSF of China
  grantid: 61503320; 61375105; 61603328
  funderid: 10.13039/501100001809
– fundername: Hebei Postdoctoral Science Foundation
  grantid: F2016203311; B2015003018
– fundername: China Postdoctoral Science Foundation
  grantid: 2015M570235; 2017T100166; 2016M600195; 2016T90214
  funderid: 10.13039/501100002858
– fundername: Educational Committee Foundation of Hebei Province
  grantid: QN2015187
– fundername: Yanshan University
  grantid: 14LGA010; B2015003018
  funderid: 10.13039/501100008095
– fundername: NSF of Hebei Province
  grantid: F2016203117
– fundername: Open Project Programs of the Key Laboratory of System Control and Information Processing Ministry of Education
  grantid: Scip201501
GroupedDBID 0R~
4.4
5VS
6IK
97E
AAJGR
ABAZT
ABVLG
ACGFS
ADBBV
AGSQL
ALMA_UNASSIGNED_HOLDINGS
BCNDV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
EBS
EJD
ESBDL
GROUPED_DOAJ
IPLJI
JAVBF
KQ8
M43
M~E
O9-
OCL
OK1
RIA
RIE
RNS
AAYXX
CITATION
RIG
7SC
7SP
7SR
8BQ
8FD
JG9
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c408t-f8fe8ae2e340137c0fc18361a5c6549ffa06cc373008c5a93bbcdbac048e6c6e3
IEDL.DBID RIE
ISSN 2169-3536
IngestDate Wed Aug 27 01:22:00 EDT 2025
Mon Jun 30 05:05:45 EDT 2025
Thu Apr 24 23:03:39 EDT 2025
Tue Jul 01 04:10:54 EDT 2025
Tue Aug 26 16:51:54 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/OAPA.html
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c408t-f8fe8ae2e340137c0fc18361a5c6549ffa06cc373008c5a93bbcdbac048e6c6e3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0001-7768-5720
OpenAccessLink https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/document/8012372
PQID 2455943905
PQPubID 4845423
PageCount 17
ParticipantIDs ieee_primary_8012372
crossref_primary_10_1109_ACCESS_2017_2740938
crossref_citationtrail_10_1109_ACCESS_2017_2740938
proquest_journals_2455943905
doaj_primary_oai_doaj_org_article_09f3020e3dd44f1fae2edee0a700f31c
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2017-01-01
PublicationDateYYYYMMDD 2017-01-01
PublicationDate_xml – month: 01
  year: 2017
  text: 2017-01-01
  day: 01
PublicationDecade 2010
PublicationPlace Piscataway
PublicationPlace_xml – name: Piscataway
PublicationTitle IEEE access
PublicationTitleAbbrev Access
PublicationYear 2017
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
ref32
ref10
ref2
ref17
ref16
ref19
ref18
ref23
ref26
ref20
ref22
franchi (ref24) 2012; 28
ref21
ref28
guan (ref1) 2016; 3
ref29
ref8
ref7
kelly (ref25) 2005
ref9
ref4
ref3
godsil (ref27) 2001
ref6
ref5
References_xml – ident: ref8
  doi: 10.1016/j.adhoc.2017.02.001
– ident: ref15
  doi: 10.1109/TIE.2016.2583199
– ident: ref14
  doi: 10.1016/S0167-6911(01)00168-2
– year: 2001
  ident: ref27
  publication-title: Algebraic Graph Theory
  doi: 10.1007/978-1-4613-0163-9
– ident: ref7
  doi: 10.1109/TSG.2015.2513772
– ident: ref21
  doi: 10.1109/TRO.2005.852254
– ident: ref17
  doi: 10.1016/j.automatica.2013.05.012
– ident: ref28
  doi: 10.1109/TMC.2015.2393856
– ident: ref30
  doi: 10.1002/rnc.1386
– ident: ref5
  doi: 10.1109/TAC.2004.834113
– ident: ref19
  doi: 10.1016/j.ins.2016.02.019
– ident: ref3
  doi: 10.1109/ACCESS.2017.2671440
– ident: ref2
  doi: 10.1016/j.future.2015.08.004
– ident: ref4
  doi: 10.1109/ACCESS.2016.2517926
– ident: ref10
  doi: 10.1109/IROS.2011.6094525
– volume: 28
  start-page: 1019
  year: 2012
  ident: ref24
  article-title: Bilateral teleoperation of groups of mobile robots with time-varying topology
  publication-title: IEEE Trans Robot
  doi: 10.1109/TRO.2012.2196304
– ident: ref12
  doi: 10.1109/ACCESS.2017.2658347
– ident: ref22
  doi: 10.1109/JAS.2014.7004543
– ident: ref6
  doi: 10.1109/TSP.2015.2394507
– ident: ref20
  doi: 10.1007/s10846-014-0023-z
– ident: ref13
  doi: 10.1109/TCST.2009.2030176
– volume: 3
  start-page: 1
  year: 2016
  ident: ref1
  article-title: A comprehensive overview of cyber-physical systems: From perspective of feedback system
  publication-title: IEEE/CAA Journal of Automatica Sinica
  doi: 10.1109/JAS.2016.7373757
– ident: ref11
  doi: 10.1016/j.ins.2013.01.016
– ident: ref16
  doi: 10.1109/TAC.2016.2603780
– ident: ref32
  doi: 10.1007/s10846-017-0511-z
– ident: ref26
  doi: 10.1016/j.automatica.2013.05.030
– ident: ref18
  doi: 10.1109/TCST.2017.2709266
– ident: ref31
  doi: 10.1007/s12555-015-0171-3
– ident: ref23
  doi: 10.1109/CDC.2016.7798930
– ident: ref9
  doi: 10.1016/j.neucom.2015.02.060
– ident: ref29
  doi: 10.1109/MCS.2008.929280
– year: 2005
  ident: ref25
  publication-title: Control of Robot Manipulators in Joint Space
SSID ssj0000816957
Score 2.0897446
Snippet Teleoperating cyber-physical system (TCPS) has been considered as a promising technology to stretch artificial intelligences to remote locations. Many...
SourceID doaj
proquest
crossref
ieee
SourceType Open Website
Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 17271
SubjectTerms Actuators
Algorithms
Asymptotic methods
Communication
Consensus
Control stability
Control systems design
Controllers
cyber-physical system (CPS)
Cyber-physical systems
Data integration
Delay effects
Delays
Intelligence
Linear matrix inequalities
Mathematical analysis
Optimization
Redundancy
Robots
Saturation
Stability analysis
teleoperation
time delay
Topology
Topology optimization
SummonAdditionalLinks – databaseName: Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8QwEA7iSQ_iE9cXOXi0mjZtkh61KiIoHhQ8GdJkAoLsirsK-uudaeOyIujFa5q0zcxkZr4hfMPYfsi1BjAhU0qLrJSmRD8YIAugS-FaFepA9Y6ra3VxV17eV_czrb7oTlhPD9wL7kjUUWJKAzKEsox5dFBAABBOCxFl7sn7YsybAVOdDza5qiudaIZyUR8dNw3uiO5y6UNEYgjkzbdQ1DH2pxYrP_xyF2zOl9lSyhL5cf93K2wOhqtscYY7cI09UKtN6lMx5qPIbzF6jJ6JIBkf8ua9hZfsJqmA96zk_O3R8VTMffyAwN0w8FPwMyNNf2_9CVPCdXZ3fnbbXGSpWULmS2EmWTQRDAlHEmLSXkSPp1XlrvIKMWCMTijvJdHTG1-5WratD63zeIJBeQVyg80PR0PYZNxUrTFeeQFVxHhvXEHAMBSuFRIQHw1Y8SU36xOTODW0eLIdohC17YVtSdg2CXvADqaLnnsijd-nn5BCplOJBbsbQNuwyTbsX7YxYGukzulLKBpLXQzYzpd6bTqxY1uUiK0wOxPV1n98epst0Hb6Ys0Om5-8vMIupi-Tdq-z1E_P8-vu
  priority: 102
  providerName: Directory of Open Access Journals
Title Consensus of Teleoperating Cyber-Physical System via Centralized and Decentralized Controllers
URI https://ieeexplore.ieee.org/document/8012372
https://www.proquest.com/docview/2455943905
https://doaj.org/article/09f3020e3dd44f1fae2edee0a700f31c
Volume 5
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NT9wwELUoJzi0tLRiW4p86JEsTpzYzhFSEKpExQEkTrX8MZYQaBfBbqXy6zuTeCNaKtRb5NiRrWeP503sN4x9iaXWACYWSmlR1NLUaAcjFBF0LZxXsY0U7zj7rk4v629XzdUa2x_vwgBAf_gMpvTY_8uP87CkUNkBWVOp0eC-QuI23NUa4ymUQKJtdBYWKkV7cNh1OAY6vaWnyL2Qups_Np9eoz8nVXlmifvt5eQNO1t1bDhVcjNdLvw0PP6l2fi_Pd9ir7OfyQ-HifGWrcHsHdt8oj64zX5Qsk7KdPHA54lf4P4zvyOJZXzJu18e7ovzDCIfdM35z2vHczj4-hEid7PIv0J4UtINJ99v0al8zy5Pji-60yKnWyhCLcyiSCaBcVCBJM6lg0gB17sqXRMUssiUnFAhSBK4N6FxrfQ-RO8C2gBQQYH8wNZn8xnsMG4ab0xQQUCT0GMwriJqGSvnhQRkWBNWrXCwIWuRU0qMW9tzEtHaATxL4NkM3oTtj43uBimOl6sfEcBjVdLR7gsQGJuXpRVtkugwg4yxrlOZaPgRQDgtRJJlmLBtAnP8SMZxwnZX08XmNf9gqxrZGfp3ovn471af2AZ1cAjg7LL1xf0SPqNLs_B7fShgr5_RvwFY6vVB
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT9wwEB4hemh76ItWXaCtDz2SxYkT2zlCKNq2LOphkTjVcuyxhIp2EexWgl-PJ_FG9KGqt8ixI1vfeDwzGX8D8NHnSiFqn0mpeFYKXUY96DHzqEpuW-lrT_GO6amcnJVfzqvzDdgb7sIgYpd8hmN67P7l-4VbUahsn7SpUFHhPqroMm5_W2uIqFAJibpSiVoo5_X-QdPEVVD-lhpH7ys67_qX46dj6U9lVf7Qxd0Bc_wcpuup9XklP8arZTt2d7-xNv7v3F_As2RpsoNeNF7CBs5fwdMH_INb8J3KdVKtixu2CGwWT6DFFZEsx5esuW3xOvuWYGQ9szn7eWFZCghf3KFndu7ZEboHLU2f-34ZzcrXcHb8adZMslRwIXMl18ss6IDaYoGCvC7leHBxx8vcVk5GPzIEy6VzgijutatsLdrW-da6qAVQOoniDWzOF3N8C0xXrdZOOo5ViDaDtgU5l76wLRcYfawRFGscjEts5FQU49J0XgmvTQ-eIfBMAm8Ee8Ogq56M49_dDwngoSsxaXcNERiTNqbhdRDRZEbhfVmGPNDyPSK3ivMgcjeCLQJz-EjCcQS7a3ExadffmCJKZR0tPF5t_33UB3g8mU1PzMnn06878IQm24dzdmFzeb3Cd9HAWbbvO7m-B3lV95Q
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=Consensus+of+Teleoperating+Cyber-Physical+System+via+Centralized+and+Decentralized+Controllers&rft.jtitle=IEEE+access&rft.au=Yan%2C+Jing&rft.au=Yang%2C+Xian&rft.au=Luo%2C+Xiaoyuan&rft.au=Chen%2C+Cailian&rft.date=2017-01-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.eissn=2169-3536&rft.volume=5&rft.spage=17271&rft_id=info:doi/10.1109%2FACCESS.2017.2740938&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2169-3536&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2169-3536&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2169-3536&client=summon