Recursive Filtering for Time-Varying Discrete Sequential Systems Subject to Deception Attacks: Weighted Try-Once-Discard Protocol

In this article, recursive filtering is investigated for time-varying discrete sequential systems (DSSs) under weighted try-once-discard (WTOD) protocols, which are employed to govern the access authorization of a shared network in order to remit the communication burden. A transmission model, depen...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on systems, man, and cybernetics. Systems Vol. 52; no. 6; pp. 3704 - 3713
Main Authors Li, Xin, Wei, Guoliang, Ding, Derui, Liu, Shuai
Format Journal Article
LanguageEnglish
Published New York IEEE 01.06.2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Algorithms
Cybernetics
Deception attacks
Difference equations
discrete sequential systems (DSSs)
IIR filters
Mathematical model
Predictive models
Protocols
recursive filter
Schedules
Spread spectrum communication
Time-varying systems
weighted try-once-discard (WTOD) protocol
Online AccessGet full text
ISSN2168-2216
2168-2232
DOI10.1109/TSMC.2021.3064653

Cover

Abstract In this article, recursive filtering is investigated for time-varying discrete sequential systems (DSSs) under weighted try-once-discard (WTOD) protocols, which are employed to govern the access authorization of a shared network in order to remit the communication burden. A transmission model, dependent on a Bernoulli distributed white sequence, is developed to describe the phenomenon of deception attacks. In light of the adopted protocol and the attack model, a recursive algorithm with the form of Riccati-like difference equations is developed to optimize the filtering performance in the mean square sense. Furthermore, by resorting to the mathematical induction, the convergence of the proposed recursive algorithm is discussed profoundly. Finally, a simulation example is presented to verify the availability of the designed recursive filter.
AbstractList In this article, recursive filtering is investigated for time-varying discrete sequential systems (DSSs) under weighted try-once-discard (WTOD) protocols, which are employed to govern the access authorization of a shared network in order to remit the communication burden. A transmission model, dependent on a Bernoulli distributed white sequence, is developed to describe the phenomenon of deception attacks. In light of the adopted protocol and the attack model, a recursive algorithm with the form of Riccati-like difference equations is developed to optimize the filtering performance in the mean square sense. Furthermore, by resorting to the mathematical induction, the convergence of the proposed recursive algorithm is discussed profoundly. Finally, a simulation example is presented to verify the availability of the designed recursive filter.
Author Ding, Derui
Wei, Guoliang
Liu, Shuai
Li, Xin
Author_xml – sequence: 1
  givenname: Xin
  orcidid: 0000-0002-8771-2478
  surname: Li
  fullname: Li, Xin
  organization: Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
– sequence: 2
  givenname: Guoliang
  orcidid: 0000-0003-2928-4142
  surname: Wei
  fullname: Wei, Guoliang
  email: guoliang.wei1973@gmail.com
  organization: College of Science, University of Shanghai for Science and Technology, Shanghai, China
– sequence: 3
  givenname: Derui
  orcidid: 0000-0001-7402-6682
  surname: Ding
  fullname: Ding, Derui
  organization: School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia
– sequence: 4
  givenname: Shuai
  orcidid: 0000-0003-0523-022X
  surname: Liu
  fullname: Liu, Shuai
  organization: College of Science, University of Shanghai for Science and Technology, Shanghai, China
BookMark eNp9kE9LAzEQxYMo-PcDiJeA563JpBsTb1KtCopiqx6XbHZWU7ebmqRCj35zd6l48OBphpn35jG_XbLZ-hYJOeRswDnTJ9PJ3WgADPhAMDmUudggO8ClygAEbP72XG6TgxhnjDEOSnbaHfL1iHYZovtEOnZNwuDaV1r7QKdujtmzCat-cOGiDZiQTvBjiW1ypqGTVUw4j3SyLGdoE02eXqDFRXK-pecpGfsez-gLute3hBWdhlV231rM-lsmVPQh-OStb_bJVm2aiAc_dY88jS-no-vs9v7qZnR-m1nQImVGGAmmhkorkQuLqIcmr7iqSm11iVKVYHgtQeW5sbISJbNgZc5hqGopOyZ75Hh9dxF890RMxcwvQ9tFFtDt1ZADV52Kr1U2-BgD1sUiuHmHoeCs6GEXPeyih138wO48p3881iXTc0jBuOZf59Ha6RDxN0kLLU41iG_QqY_b
CODEN ITSMFE
CitedBy_id crossref_primary_10_1002_rnc_6729
crossref_primary_10_1016_j_inffus_2025_103103
crossref_primary_10_1109_TSMC_2022_3213516
crossref_primary_10_1109_TSMC_2022_3219919
crossref_primary_10_1002_acs_3568
crossref_primary_10_1016_j_jfranklin_2024_106838
crossref_primary_10_1109_TCNS_2023_3256299
crossref_primary_10_1002_rnc_5999
crossref_primary_10_1109_TSIPN_2024_3375596
crossref_primary_10_1016_j_inffus_2024_102610
crossref_primary_10_1016_j_ins_2023_118950
crossref_primary_10_1109_TASE_2024_3398731
crossref_primary_10_1016_j_nahs_2023_101371
crossref_primary_10_1007_s11071_024_09812_4
crossref_primary_10_1007_s12555_022_1156_7
crossref_primary_10_1016_j_neucom_2022_06_003
crossref_primary_10_1109_TSMC_2023_3348290
crossref_primary_10_1109_JSYST_2023_3333823
crossref_primary_10_1016_j_ins_2023_119288
crossref_primary_10_1177_09596518231179887
crossref_primary_10_1109_TFUZZ_2023_3269786
crossref_primary_10_1109_TSMC_2023_3311853
crossref_primary_10_1109_TCNS_2023_3330948
crossref_primary_10_53941_ijndi0201007
crossref_primary_10_1002_rnc_7882
crossref_primary_10_1016_j_jfranklin_2024_107005
crossref_primary_10_1002_asjc_3418
crossref_primary_10_1109_TSMC_2024_3406563
crossref_primary_10_1016_j_inffus_2024_102368
crossref_primary_10_1109_TSIPN_2023_3329301
crossref_primary_10_1016_j_isatra_2024_10_025
crossref_primary_10_1109_TFUZZ_2024_3350341
crossref_primary_10_1080_00207721_2023_2301037
crossref_primary_10_1080_00207721_2023_2208130
crossref_primary_10_1080_00207721_2023_2293685
crossref_primary_10_1177_01423312241273783
crossref_primary_10_1002_rnc_6363
Cites_doi 10.1109/TAC.2017.2713353
10.1109/TCYB.2017.2716115
10.1109/TSMC.2016.2616544
10.1109/TSMC.2018.2791614
10.1109/9.754809
10.1115/DSCC2010-4265
10.1109/PGEC.1965.264215
10.1109/TSMC.2015.2415763
10.1109/TCYB.2019.2901542
10.1021/acs.analchem.7b04234
10.1016/j.ins.2020.07.041
10.1016/0005-1098(93)90154-L
10.1016/j.automatica.2016.07.025
10.1109/TAC.2016.2541919
10.1109/TAC.2015.2416926
10.1109/TCYB.2020.3025307
10.1109/TCSI.2017.2695481
10.1109/TCYB.2017.2789296
10.1109/TCYB.2019.2912622
10.1109/TCNS.2018.2790039
10.1109/TAC.2017.2756259
10.1109/TAC.2019.2929817
10.1109/TCYB.2019.2897366
10.1109/TSMC.2019.2905253
10.1109/TCNS.2020.2980362
10.1109/TSMC.2017.2708507
10.1109/JSTSP.2013.2246135
10.1016/j.automatica.2018.10.025
10.1109/TCYB.2018.2885567
10.1016/j.amc.2017.09.007
10.1109/TCYB.2018.2885653
10.1109/TAC.2014.2303233
10.1002/rnc.4640
10.1109/TCYB.2019.2896160
10.1007/978-3-642-00602-9_3
10.1109/TAC.2019.2934389
10.1016/j.automatica.2014.10.077
10.1016/j.automatica.2007.09.016
10.1109/TAC.2017.2652127
10.1109/TAC.2013.2279896
10.1109/37.898792
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022
DBID 97E
RIA
RIE
AAYXX
CITATION
7SC
7SP
7TB
8FD
FR3
H8D
JQ2
L7M
L~C
L~D
DOI 10.1109/TSMC.2021.3064653
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
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 3713
ExternalDocumentID 10_1109_TSMC_2021_3064653
9393792
Genre orig-research
GrantInformation_xml – fundername: National Postdoctoral Program for Innovative Talents in China
  grantid: BX20180202
  funderid: 10.13039/501100012152
– fundername: National Natural Science Foundation of China
  grantid: 61873169; 61973219; 61933007; 61903253
  funderid: 10.13039/501100001809
GroupedDBID 0R~
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFS
ACIWK
AGQYO
AGSQL
AHBIQ
AKJIK
AKQYR
ALMA_UNASSIGNED_HOLDINGS
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
EBS
EJD
HZ~
IFIPE
IPLJI
JAVBF
M43
O9-
OCL
PQQKQ
RIA
RIE
RNS
AAYXX
CITATION
7SC
7SP
7TB
8FD
FR3
H8D
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c293t-a3a62af2d98353cee94a5d18db9c9be68b2a1f62855ac6d3b0c2c651248f66653
IEDL.DBID RIE
ISSN 2168-2216
IngestDate Mon Jun 30 04:47:20 EDT 2025
Wed Oct 01 03:10:23 EDT 2025
Thu Apr 24 22:52:00 EDT 2025
Wed Aug 27 02:05:26 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 6
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-c293t-a3a62af2d98353cee94a5d18db9c9be68b2a1f62855ac6d3b0c2c651248f66653
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0003-0523-022X
0000-0002-8771-2478
0000-0001-7402-6682
0000-0003-2928-4142
PQID 2665841218
PQPubID 75739
PageCount 10
ParticipantIDs crossref_citationtrail_10_1109_TSMC_2021_3064653
ieee_primary_9393792
crossref_primary_10_1109_TSMC_2021_3064653
proquest_journals_2665841218
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-06-01
PublicationDateYYYYMMDD 2022-06-01
PublicationDate_xml – month: 06
  year: 2022
  text: 2022-06-01
  day: 01
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on systems, man, and cybernetics. Systems
PublicationTitleAbbrev TSMC
PublicationYear 2022
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
ref35
ref12
ref34
ref15
ref37
ref14
ref36
ref31
ref30
ref11
ref33
ref10
ref32
ref2
ref1
ref17
ref39
ref16
ref38
ref19
ref18
Walsh (ref20)
ref24
ref23
ref26
ref25
ref42
ref41
ref22
ref21
ref28
ref27
ref29
ref8
ref7
ref9
ref4
ref3
ref6
ref5
ref40
References_xml – ident: ref23
  doi: 10.1109/TAC.2017.2713353
– ident: ref30
  doi: 10.1109/TCYB.2017.2716115
– ident: ref24
  doi: 10.1109/TSMC.2016.2616544
– ident: ref37
  doi: 10.1109/TSMC.2018.2791614
– ident: ref42
  doi: 10.1109/9.754809
– ident: ref41
  doi: 10.1115/DSCC2010-4265
– ident: ref3
  doi: 10.1109/PGEC.1965.264215
– ident: ref5
  doi: 10.1109/TSMC.2015.2415763
– ident: ref38
  doi: 10.1109/TCYB.2019.2901542
– ident: ref2
  doi: 10.1021/acs.analchem.7b04234
– ident: ref34
  doi: 10.1016/j.ins.2020.07.041
– ident: ref4
  doi: 10.1016/0005-1098(93)90154-L
– ident: ref22
  doi: 10.1016/j.automatica.2016.07.025
– ident: ref40
  doi: 10.1109/TAC.2016.2541919
– ident: ref26
  doi: 10.1109/TAC.2015.2416926
– ident: ref32
  doi: 10.1109/TCYB.2020.3025307
– ident: ref7
  doi: 10.1109/TCSI.2017.2695481
– ident: ref12
  doi: 10.1109/TCYB.2017.2789296
– ident: ref33
  doi: 10.1109/TCYB.2019.2912622
– ident: ref1
  doi: 10.1109/TCNS.2018.2790039
– ident: ref27
  doi: 10.1109/TAC.2017.2756259
– ident: ref17
  doi: 10.1109/TAC.2019.2929817
– ident: ref16
  doi: 10.1109/TCYB.2019.2897366
– ident: ref10
  doi: 10.1109/TSMC.2019.2905253
– ident: ref19
  doi: 10.1109/TCNS.2020.2980362
– ident: ref8
  doi: 10.1109/TSMC.2017.2708507
– ident: ref15
  doi: 10.1109/JSTSP.2013.2246135
– ident: ref18
  doi: 10.1016/j.automatica.2018.10.025
– ident: ref36
  doi: 10.1109/TCYB.2018.2885567
– ident: ref25
  doi: 10.1016/j.amc.2017.09.007
– ident: ref14
  doi: 10.1109/TCYB.2018.2885653
– ident: ref35
  doi: 10.1109/TAC.2014.2303233
– ident: ref9
  doi: 10.1002/rnc.4640
– ident: ref28
  doi: 10.1109/TCYB.2019.2896160
– ident: ref39
  doi: 10.1007/978-3-642-00602-9_3
– ident: ref13
  doi: 10.1109/TAC.2019.2934389
– ident: ref6
  doi: 10.1016/j.automatica.2014.10.077
– ident: ref11
  doi: 10.1016/j.automatica.2007.09.016
– ident: ref31
  doi: 10.1109/TAC.2017.2652127
– start-page: 2875
  volume-title: Proc. Amer. Control Conf.
  ident: ref20
  article-title: Stability analysis of networked control systems
– ident: ref29
  doi: 10.1109/TAC.2013.2279896
– ident: ref21
  doi: 10.1109/37.898792
SSID ssj0001286306
Score 2.439022
Snippet In this article, recursive filtering is investigated for time-varying discrete sequential systems (DSSs) under weighted try-once-discard (WTOD) protocols,...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 3704
SubjectTerms Algorithms
Cybernetics
Deception attacks
Difference equations
discrete sequential systems (DSSs)
IIR filters
Mathematical model
Predictive models
Protocols
recursive filter
Schedules
Spread spectrum communication
Time-varying systems
weighted try-once-discard (WTOD) protocol
Title Recursive Filtering for Time-Varying Discrete Sequential Systems Subject to Deception Attacks: Weighted Try-Once-Discard Protocol
URI https://ieeexplore.ieee.org/document/9393792
https://www.proquest.com/docview/2665841218
Volume 52
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 2168-2232
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0001286306
  issn: 2168-2216
  databaseCode: RIE
  dateStart: 20130101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LS8QwEA7qSQ--xfVFDp7ErG3aZhtvoi4irIquj1vJq7AoW1m7B735z53JZhdfiFBKKWkbmOnky8x8M4Ts8ljAIQ2TKpcshVFMZUqxPNG8tLDAlL46f-dCnN2m5w_ZwxTZn3BhnHM--cw18dLH8m1lhugqO5BYvU2CwZ1u5WLE1frkT8lF4ltpwrdB-HAOQcw4kgfdm84xbAZ53ETELbLkyzLk-6r8MMZ-hWkvkM54bqPEksfmsNZN8_atbON_J79I5gPUpEcj3VgiU66_TOY-FSBcIe_X6G7HDHba7mHcHO5SgLEUmSHsTg2QBEVPemBbAFzTG593DTbhiYZK5xQMD3pyaF3RExdSZOhRXSN1_5Dee8ers7Q7eGWXoF8M3wVKSa8GVV2BEq6S2_Zp9_iMhaYMzAAyqJlKlOCq5FYCdktgiZWpymycWy2N1E7kmqu4RGJmpoywiY4MNwJgRZqXsFXKkjUy06_6bp1QIXLrYuMwMpjqqETmotE2MzHnKm21GiQay6gwoWI5Ns54KvzOJZIFirVAsRZBrA2yN3nkeVSu46_BKyimycAgoQbZGitCEX7olwJwDEC1GADRxu9PbZJZjswI76DZIjP1YOi2Aa_Uescr6gfNO-ec
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwEB5V5QAceBXUpQV84ITwNnFsN-ZWtawW6BZEt9Bb5FekimqDttkD3PjnzHi9q_IQQoqiKHISSzMZf56ZbwbguSg1HsZzY2vDJY7iVlnL68qJNuAC06bq_JMTPT6Tb8_V-Qa8XHNhYowp-SwO6TLF8kPnF-Qq2zNUvc2gwb2hpJRqyda65lGpdZWaaeLXUfx4zmHMsjB709PJIW4HRTkkzK1V9ctClDqr_GGO0xozuguT1eyWqSVfhoveDf333wo3_u_078GdDDbZwVI77sNGnD2A29dKEG7Bj4_kcKccdja6oMg53mUIZBlxQ_gnOycaFDu6QOuC8JqdpsxrtAqXLNc6Z2h6yJfD-o4dxZwkww76nsj7r9jn5HqNgU3n3_h71DBO70K1ZB_mXd-hGj6Es9Hr6eGY57YM3CM26LmtrBa2FcEgeqtwkTXSqlDWwRlvXNS1E7ZsiZqprNehcoUXXiOwkHWLmyVVPYLNWTeL28C0rkMsfaTYoHRFS9xF74LypRBW7u8PoFjJqPG5Zjm1zrhs0t6lMA2JtSGxNlmsA3ixfuTrsmDHvwZvkZjWA7OEBrC7UoQm_9JXDSIZBGslQqLHf3_qGdwcTyfHzfGbk3c7cEsQTyK5a3Zhs58v4hNEL717mpT2JxJs6uk
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=Recursive+Filtering+for+Time-Varying+Discrete+Sequential+Systems+Subject+to+Deception+Attacks%3A+Weighted+Try-Once-Discard+Protocol&rft.jtitle=IEEE+transactions+on+systems%2C+man%2C+and+cybernetics.+Systems&rft.au=Li%2C+Xin&rft.au=Wei%2C+Guoliang&rft.au=Ding%2C+Derui&rft.au=Liu%2C+Shuai&rft.date=2022-06-01&rft.issn=2168-2216&rft.eissn=2168-2232&rft.volume=52&rft.issue=6&rft.spage=3704&rft.epage=3713&rft_id=info:doi/10.1109%2FTSMC.2021.3064653&rft.externalDBID=n%2Fa&rft.externalDocID=10_1109_TSMC_2021_3064653
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