Fault-tolerant and attack-tolerant cooperative event-triggered sampled-data security control for synchronization of RDNNs with stochastic actuator failures and random deception attacks
In this article, the fault-tolerant and attack-tolerant cooperative event-triggered sampled-data security (FACETSDS) synchronization problem of space-varying reaction–diffusion neural networks (SVRDNNs) under spatially point measurements (SPMs) with stochastic actuator failures and random deception...
Saved in:
| Published in | Neurocomputing (Amsterdam) Vol. 636; p. 130021 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.07.2025
|
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | In this article, the fault-tolerant and attack-tolerant cooperative event-triggered sampled-data security (FACETSDS) synchronization problem of space-varying reaction–diffusion neural networks (SVRDNNs) under spatially point measurements (SPMs) with stochastic actuator failures and random deception attacks is investigated. First, to save more communication resources and adapt to the variation of system dynamics subject to stochastic actuator failures and random deception attacks, a FACETSDS control scheme is proposed under SPMs. Second, by constructing a Lyapunov functional and utilizing inequality techniques, some synchronization criteria based on spatial linear matrix inequalities (SLMIs) are derived for SVRDNNs. Then, to solve SLMIs, the FETSDS control for synchronization problem of SVRDNNs under SPMs with stochastic actuator failures and random deception attacks is formulated as an linear matrix inequality feasibility problem. Lastly, the designed FACETSDS synchronization strategy is verified by one numerical example. |
|---|---|
| AbstractList | In this article, the fault-tolerant and attack-tolerant cooperative event-triggered sampled-data security (FACETSDS) synchronization problem of space-varying reaction–diffusion neural networks (SVRDNNs) under spatially point measurements (SPMs) with stochastic actuator failures and random deception attacks is investigated. First, to save more communication resources and adapt to the variation of system dynamics subject to stochastic actuator failures and random deception attacks, a FACETSDS control scheme is proposed under SPMs. Second, by constructing a Lyapunov functional and utilizing inequality techniques, some synchronization criteria based on spatial linear matrix inequalities (SLMIs) are derived for SVRDNNs. Then, to solve SLMIs, the FETSDS control for synchronization problem of SVRDNNs under SPMs with stochastic actuator failures and random deception attacks is formulated as an linear matrix inequality feasibility problem. Lastly, the designed FACETSDS synchronization strategy is verified by one numerical example. |
| ArticleNumber | 130021 |
| Author | Qiao, Junfei Huang, Tingwen Wang, Zi-Peng Zhao, Feng-Liang Wu, Huai-Ning |
| Author_xml | – sequence: 1 givenname: Feng-Liang surname: Zhao fullname: Zhao, Feng-Liang organization: School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-Sen University, Shenzhen 518000, China – sequence: 2 givenname: Zi-Peng surname: Wang fullname: Wang, Zi-Peng email: zipengwang@bjut.edu.cn organization: Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China – sequence: 3 givenname: Junfei surname: Qiao fullname: Qiao, Junfei organization: Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China – sequence: 4 givenname: Huai-Ning surname: Wu fullname: Wu, Huai-Ning organization: Science and Technology on Aircraft Control Laboratory, School of Automation Science and Electrical Engineering, Beihang University, Beijing 1001911, China – sequence: 5 givenname: Tingwen surname: Huang fullname: Huang, Tingwen organization: Faculty of Computer Science and Control Engineering, Shenzhen University of Advanced Technology, Shenzhen 518055, China |
| BookMark | eNp9kMtKBDEQRbNQ8PkHLvIDPabSz9kI4htEQXQdqpNqJ2NPMiTpkfHL_DxbW3DnqoqizuVwD9iO844YOwExAwHV6XLmaNB-NZNCljPIhZCww_bFXJaZzEHusYMYl0JADXK-zz6vcehTlnxPAV3i6AzHlFC__d209-txS3ZDnDbkxvdgX18pkOERV-ueTGYwIY-kh2DTdiRcCr7nnQ88bp1eBO_sx5jgHfcdf7p8eIj83aYFj8nrBcZkNUedBkwj0aHth0DxR2Y0MH7FDWla__CTXTxiux32kY5_5yF7ub56vrjN7h9v7i7O7zMtyzplDc5bbLDCpipbgsZgISusAbpCzA1QbmpTt6bRBktoqxbR5AURAFCRSyjzQ1ZMuTr4GAN1ah3sCsNWgVDfjaulmhpX342rqfERO5swGt02loKK2pLTZGwgnZTx9v-AL2Hdlt0 |
| Cites_doi | 10.1109/TNNLS.2021.3105126 10.1109/TNNLS.2011.2178563 10.1109/TCYB.2014.2336976 10.1109/TFUZZ.2022.3215747 10.1016/j.automatica.2012.06.043 10.1007/s40815-023-01563-5 10.1109/TNSE.2022.3168867 10.1109/TNN.2009.2033910 10.1016/j.neucom.2016.09.098 10.1109/TCYB.2019.2923461 10.1016/j.automatica.2018.03.015 10.1109/TSMC.2017.2703837 10.1109/TNN.2008.2006904 10.1109/TCNS.2017.2782488 10.1109/TSMCB.2012.2235178 10.1109/TAC.2012.2206694 10.1016/j.neucom.2023.126645 10.1109/TNNLS.2013.2284968 10.1109/TCYB.2018.2877410 10.1016/j.neunet.2023.07.024 10.1016/j.neunet.2020.02.015 10.1109/TFUZZ.2024.3367870 10.1016/j.fss.2019.01.011 10.1109/TNNLS.2020.3027284 10.1109/TNNLS.2016.2518479 10.1016/j.jfranklin.2016.09.028 10.1016/j.neucom.2024.128028 10.1109/TCYB.2024.3363470 10.1109/TCYB.2018.2837090 10.1109/TAC.2015.2502145 10.1016/j.automatica.2013.03.003 10.1016/j.automatica.2018.03.043 10.1016/j.jfranklin.2023.06.001 10.1016/j.automatica.2009.11.017 10.1109/TCYB.2019.2960094 10.1016/j.automatica.2012.01.006 10.1016/j.jfranklin.2015.06.011 10.1109/TNNLS.2017.2647811 10.1109/TCYB.2020.2996619 10.1016/j.fss.2016.12.011 |
| ContentType | Journal Article |
| Copyright | 2025 Elsevier B.V. |
| Copyright_xml | – notice: 2025 Elsevier B.V. |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.neucom.2025.130021 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| ExternalDocumentID | 10_1016_j_neucom_2025_130021 S0925231225006939 |
| GroupedDBID | --- --K --M .DC .~1 0R~ 123 1B1 1~. 1~5 4.4 457 4G. 53G 5VS 7-5 71M 8P~ 9JM 9JN AABNK AACTN AAEDT AAEDW AAIKJ AAKOC AALRI AAOAW AAQFI AATTM AAXKI AAXLA AAXUO AAYFN ABBOA ABCQJ ABFNM ABJNI ABMAC ACDAQ ACGFS ACRLP ACZNC ADBBV ADEZE AEBSH AEIPS AEKER AENEX AFJKZ AFTJW AFXIZ AGCQF AGHFR AGUBO AGWIK AGYEJ AHHHB AHZHX AIALX AIEXJ AIKHN AITUG AKRWK ALMA_UNASSIGNED_HOLDINGS AMRAJ ANKPU AOUOD APXCP AXJTR BKOJK BLXMC BNPGV CS3 DU5 EBS EFJIC EO8 EO9 EP2 EP3 F5P FDB FIRID FNPLU FYGXN G-Q GBLVA GBOLZ IHE J1W KOM MO0 MOBAO N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 ROL RPZ SDF SDG SDP SES SEW SPC SPCBC SSH SSN SSV SSZ T5K ZMT ~G- 29N AAQXK AAYWO AAYXX ABWVN ABXDB ACNNM ACRPL ACVFH ADCNI ADJOM ADMUD ADNMO AEUPX AFPUW AGQPQ AGRNS AIGII AIIUN AKBMS AKYEP ASPBG AVWKF AZFZN CITATION EJD FEDTE FGOYB HLZ HVGLF HZ~ LG9 M41 R2- RIG SBC WUQ XPP |
| ID | FETCH-LOGICAL-c257t-8a9ba8a6a865be18da426a711f409d1e3d7d7bd8cda51b6baad34ee111e432153 |
| IEDL.DBID | .~1 |
| ISSN | 0925-2312 |
| IngestDate | Tue Jul 01 05:05:28 EDT 2025 Sat May 03 15:40:59 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Spatial linear matrix inequalities Stochastic actuator failures Fault-tolerant and attack-tolerant cooperative control Space-varying reaction–diffusion neural networks Event-triggered sampled-data security control |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c257t-8a9ba8a6a865be18da426a711f409d1e3d7d7bd8cda51b6baad34ee111e432153 |
| ParticipantIDs | crossref_primary_10_1016_j_neucom_2025_130021 elsevier_sciencedirect_doi_10_1016_j_neucom_2025_130021 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2025-07-01 2025-07-00 |
| PublicationDateYYYYMMDD | 2025-07-01 |
| PublicationDate_xml | – month: 07 year: 2025 text: 2025-07-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationTitle | Neurocomputing (Amsterdam) |
| PublicationYear | 2025 |
| Publisher | Elsevier B.V |
| Publisher_xml | – name: Elsevier B.V |
| References | Wu, Wang, Li (b42) 2012; 48 Wang, Zhang, Qiao, Wu, Huang (b35) 2024; 32 De Persis, Sailer, Wirth (b37) 2013; 49 Wang, Li, Wu (b23) 2019; 374 Zhao, Wang, Qiao, Wu, Huang (b33) 2023; 166 Wang, Wu, Wang, Li (b24) 2021; 51 Zhang, Zeng, Park, Lam, Xie (b20) 2020; 51 Wang, Zhu, Shen, Liu, Wen (b36) 2024; 54 Zhang, Zeng, Han (b7) 2019; 49 Halanay (b39) 1966 Wang, Liu, Sun (b22) 2018; 93 Zhou, Gao (b1) 2004 Wu, Gorbachev, Lam, Park, Xiong, Cao (b32) 2023; 31 Wu, Liu, Hu, Feng (b10) 2018; 29 Abdelrahim, Postoyan, Daafouz, Nesic (b26) 2016; 61 Wang, Wu, Li (b38) 2012; 48 Zhao, Wang, Qiao, Wu, Huang (b30) 2024; 599 Dharani, Rakkiyappan, Park (b18) 2017; 227 Chen, Luo, Zheng (b21) 2017; 354 Chen, Lim, Shi, Lu (b19) 2018; 93 Wang, Wu (b16) 2015; 45 Zhang, He, Jiang, Wu, Wu (b4) 2014; 25 Fridman (b15) 2010; 46 Chen, Francis (b14) 1995 Shanmugam, Mani, Rajan, Joo (b8) 2020; 50 Yue, Tian, Han (b25) 2013; 58 Qiu, Su (b29) 2023; 34 Wang, Wu (b41) 2021; 51 Song, Song, Stojanovic, Song (b31) 2023; 25 Ma, Feng, Xu (b6) 2013; 43 Liu, Zhang, Xie (b11) 2017; 28 Wang, Wu (b17) 2019; 49 Wang, Zhang (b5) 2010; 21 Wang, Zhao, Wu, Qiao, Huang (b43) 2023; 360 Wang, Wu, Huang, Xu (b12) 2018; 5 Peng, Yang, Zhang, Fei, Hu (b27) 2017; 329 Chen, Zheng (b2) 2008; 19 Wu, Lam, Su, Chu (b3) 2012; 23 Wang, Wu (b44) 2015; 352 Song, Zhang, Ahn, Song (b9) 2022; 9 Zhou, Liu, Xia, Wang, Arik (b34) 2020; 125 Wang, Zhang, Qiao, Wu, Huang (b13) 2023; 556 Zhang, Zeng, Park, Liu, Xie (b28) 2020; 32 Gahinet, Nemirovski, Laub, Chilali (b40) 1995 Wu (10.1016/j.neucom.2025.130021_b32) 2023; 31 Wang (10.1016/j.neucom.2025.130021_b16) 2015; 45 Wu (10.1016/j.neucom.2025.130021_b42) 2012; 48 Chen (10.1016/j.neucom.2025.130021_b21) 2017; 354 Peng (10.1016/j.neucom.2025.130021_b27) 2017; 329 Zhao (10.1016/j.neucom.2025.130021_b30) 2024; 599 Wang (10.1016/j.neucom.2025.130021_b38) 2012; 48 Wang (10.1016/j.neucom.2025.130021_b13) 2023; 556 Wang (10.1016/j.neucom.2025.130021_b41) 2021; 51 Wang (10.1016/j.neucom.2025.130021_b12) 2018; 5 Yue (10.1016/j.neucom.2025.130021_b25) 2013; 58 Wang (10.1016/j.neucom.2025.130021_b5) 2010; 21 Halanay (10.1016/j.neucom.2025.130021_b39) 1966 Zhang (10.1016/j.neucom.2025.130021_b7) 2019; 49 Wang (10.1016/j.neucom.2025.130021_b22) 2018; 93 Abdelrahim (10.1016/j.neucom.2025.130021_b26) 2016; 61 Wang (10.1016/j.neucom.2025.130021_b36) 2024; 54 Dharani (10.1016/j.neucom.2025.130021_b18) 2017; 227 Zhang (10.1016/j.neucom.2025.130021_b28) 2020; 32 Zhao (10.1016/j.neucom.2025.130021_b33) 2023; 166 Wang (10.1016/j.neucom.2025.130021_b24) 2021; 51 Wang (10.1016/j.neucom.2025.130021_b44) 2015; 352 Zhou (10.1016/j.neucom.2025.130021_b1) 2004 Chen (10.1016/j.neucom.2025.130021_b14) 1995 Fridman (10.1016/j.neucom.2025.130021_b15) 2010; 46 Chen (10.1016/j.neucom.2025.130021_b19) 2018; 93 Ma (10.1016/j.neucom.2025.130021_b6) 2013; 43 Zhang (10.1016/j.neucom.2025.130021_b20) 2020; 51 Wang (10.1016/j.neucom.2025.130021_b23) 2019; 374 Gahinet (10.1016/j.neucom.2025.130021_b40) 1995 Zhang (10.1016/j.neucom.2025.130021_b4) 2014; 25 Chen (10.1016/j.neucom.2025.130021_b2) 2008; 19 Song (10.1016/j.neucom.2025.130021_b31) 2023; 25 Shanmugam (10.1016/j.neucom.2025.130021_b8) 2020; 50 Liu (10.1016/j.neucom.2025.130021_b11) 2017; 28 Wang (10.1016/j.neucom.2025.130021_b43) 2023; 360 Wu (10.1016/j.neucom.2025.130021_b3) 2012; 23 Qiu (10.1016/j.neucom.2025.130021_b29) 2023; 34 De Persis (10.1016/j.neucom.2025.130021_b37) 2013; 49 Wang (10.1016/j.neucom.2025.130021_b17) 2019; 49 Wu (10.1016/j.neucom.2025.130021_b10) 2018; 29 Song (10.1016/j.neucom.2025.130021_b9) 2022; 9 Wang (10.1016/j.neucom.2025.130021_b35) 2024; 32 Zhou (10.1016/j.neucom.2025.130021_b34) 2020; 125 |
| References_xml | – volume: 34 start-page: 1209 year: 2023 end-page: 1217 ident: b29 article-title: Sampling-based event-triggered exponential synchronization for reaction–diffusion neural networks publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 46 start-page: 421 year: 2010 end-page: 427 ident: b15 article-title: A refined input delay approach to sampled-data control publication-title: Automatica – volume: 28 start-page: 1055 year: 2017 end-page: 1067 ident: b11 article-title: Pinning impulsive synchronization of reaction–diffusion neural networks with time-varying delays publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 360 start-page: 8008 year: 2023 end-page: 8036 ident: b43 article-title: Fuzzy intermittent boundary control for nonlinear parabolic distributed parameter systems publication-title: J. Franklin Inst. – volume: 329 start-page: 61 year: 2017 end-page: 76 ident: b27 article-title: Network-based publication-title: Fuzzy Sets and Systems – volume: 54 start-page: 5092 year: 2024 end-page: 5101 ident: b36 article-title: Fault-tolerant synchronization for memristive neural networks with multiple actuator failures publication-title: IEEE Trans. Cybern. – volume: 45 start-page: 819 year: 2015 end-page: 829 ident: b16 article-title: On fuzzy sampled-data control of chaotic systems via a time-dependent Lyapunov functional approach publication-title: IEEE Trans. Cybern. – volume: 23 start-page: 199 year: 2012 end-page: 210 ident: b3 article-title: Stability and dissipativity analysis of static neural networks with time delay publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 125 start-page: 194 year: 2020 end-page: 204 ident: b34 article-title: Resilient fault-tolerant anti-synchronization for stochastic delayed reaction–diffusion neural networks with semi-Markov jump parameters publication-title: Neural Netw. – year: 1966 ident: b39 article-title: Differential Equations: Stability, Oscillations, Time Lags – volume: 29 start-page: 807 year: 2018 end-page: 818 ident: b10 article-title: Adaptive antisynchronization of multilayer reaction–diffusion neural networks publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 19 start-page: 2154 year: 2008 end-page: 2161 ident: b2 article-title: Improved delay-dependent asymptotic stability criteria for delayed neural networks publication-title: IEEE Trans. Neural Netw. – volume: 31 start-page: 1855 year: 2023 end-page: 1869 ident: b32 article-title: Adaptive event-triggered space–time sampled-data synchronization for fuzzy coupled RDNNs under hybrid random cyberattacks publication-title: IEEE Trans. Fuzzy Syst. – year: 1995 ident: b14 article-title: Optimal Sampled-Data Control Systems – volume: 227 start-page: 101 year: 2017 end-page: 107 ident: b18 article-title: Pinning sampled-data synchronization of coupled inertial neural networks with reaction–diffusion terms and time-varying delays publication-title: Neurocomputing – volume: 51 start-page: 2384 year: 2020 end-page: 2397 ident: b20 article-title: Fuzzy sampled-data control for synchronization of T–S fuzzy reaction–diffusion neural networks with additive time–varying delays publication-title: IEEE Trans. Cybern. – volume: 354 start-page: 197 year: 2017 end-page: 214 ident: b21 article-title: Sampled-data distributed publication-title: J. Franklin Inst. – volume: 49 start-page: 964 year: 2019 end-page: 975 ident: b17 article-title: Robust guaranteed cost sampled-data fuzzy control for uncertain nonlinear time-delay systems publication-title: IEEE Trans. Syst. Man, Cybern.: Syst. – volume: 49 start-page: 2980 year: 2019 end-page: 2991 ident: b7 article-title: Synchronization of multiple reaction–diffusion neural networks with heterogeneous and unbounded time-varying delays publication-title: IEEE Trans. Cybern. – volume: 32 start-page: 3723 year: 2020 end-page: 3735 ident: b28 article-title: Adaptive event–triggered synchronization of reaction–diffusion neural networks publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 51 start-page: 5740 year: 2021 end-page: 5751 ident: b24 article-title: Quantized sampled-data synchronization of delayed reaction–diffusion neural networks under spatially point measurements publication-title: IEEE Trans. Cybern. – volume: 50 start-page: 911 year: 2020 end-page: 922 ident: b8 article-title: Adaptive synchronization of reaction–diffusion neural networks and its application to secure communication publication-title: IEEE Trans. Cybern. – year: 1995 ident: b40 article-title: LMI Control Toolbox – year: 2004 ident: b1 article-title: Neural Network with Applications – volume: 556 year: 2023 ident: b13 article-title: Synchronization of reaction–diffusion neural networks with random time-varying delay via intermittent boundary control publication-title: Neurocomputing – volume: 9 start-page: 2684 year: 2022 end-page: 2696 ident: b9 article-title: Synchronization for semi-Markovian jumping reaction–diffusion complex dynamical networks: a space–time sampled-data control scheme publication-title: IEEE Trans. Netw. Sci. Eng. – volume: 43 start-page: 1913 year: 2013 end-page: 1920 ident: b6 article-title: Delay-dependent stability criteria for reaction–diffusion neural networks with time-varying delays publication-title: IEEE Trans. Cybern. – volume: 599 year: 2024 ident: b30 article-title: Pinning event-triggered sampled-data synchronization of coupled reaction–diffusion neural networks publication-title: Neurocomputing – volume: 21 start-page: 39 year: 2010 end-page: 49 ident: b5 article-title: Global asymptotic stability of reaction–diffusion cohen-grossberg neural networks with continuously distributed delays publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 61 start-page: 2682 year: 2016 end-page: 2687 ident: b26 article-title: Stabilization of nonlinear systems using event-triggered output feedback controllers publication-title: IEEE Trans. Autom. Control – volume: 51 start-page: 2433 year: 2021 end-page: 2445 ident: b41 article-title: Design of suboptimal local piecewise fuzzy controller with multiple constraints for quasi-linear spatiotemporal dynamic systems publication-title: IEEE Trans. Cybern. – volume: 93 start-page: 197 year: 2018 end-page: 210 ident: b22 article-title: Pointwise exponential stabilization of a linear parabolic PDE system using non-collocated pointwise observation publication-title: Automatica – volume: 49 start-page: 2116 year: 2013 end-page: 2124 ident: b37 article-title: Parsimonious event-triggered distributed control: A zeno free approach publication-title: Automatica – volume: 374 start-page: 60 year: 2019 end-page: 81 ident: b23 article-title: Sampled-data fuzzy control for a class of nonlinear parabolic distributed parameter systems under spatially point measurements publication-title: Fuzzy Sets and Systems – volume: 25 start-page: 3177 year: 2023 end-page: 3192 ident: b31 article-title: Improved dynamic event-triggered security control for T-S fuzzy LPV-PDE systems via pointwise measurements and point control publication-title: Int. J. Fuzzy Syst. – volume: 48 start-page: 569 year: 2012 end-page: 576 ident: b38 article-title: Stochastically exponential stability and stabilization of uncertain linear hyperbolic PDE systems with Markov jumping parameters publication-title: Automatica – volume: 48 start-page: 2535 year: 2012 end-page: 2543 ident: b42 article-title: Design of distributed publication-title: Automatica – volume: 166 start-page: 366 year: 2023 end-page: 378 ident: b33 article-title: Adaptive event-triggered extended dissipative synchronization of delayed reaction–diffusion neural networks under deception attacks publication-title: Neural Netw. – volume: 58 start-page: 475 year: 2013 end-page: 481 ident: b25 article-title: A delay system method for designing event-triggered controllers of networked control systems publication-title: IEEE Trans. Autom. Control – volume: 32 start-page: 3121 year: 2024 end-page: 3131 ident: b35 article-title: Fuzzy fault-tolerant boundary control for nonlinear DPSs with multiple delays and stochastic actuator failures publication-title: IEEE Trans. Fuzzy Syst. – volume: 25 start-page: 1263 year: 2014 end-page: 1276 ident: b4 article-title: Delay-dependent stability criteria for generalized neural networks with two delay components publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 352 start-page: 4423 year: 2015 end-page: 4445 ident: b44 article-title: Some extended Wirtinger’s inequalities and distributed proportional-spatial integral control of distributed parameter systems with multi-time delays publication-title: J. Franklin Inst. – volume: 5 start-page: 2049 year: 2018 end-page: 2061 ident: b12 article-title: Output synchronization in coupled neural networks with and without external disturbances publication-title: IEEE Trans. Control. Netw. Syst. – volume: 93 start-page: 352 year: 2018 end-page: 362 ident: b19 article-title: Synchronization control for reaction–diffusion FitzHugh–Nagumo systems with spatial sampled-data publication-title: Automatica – volume: 34 start-page: 1209 issue: 3 year: 2023 ident: 10.1016/j.neucom.2025.130021_b29 article-title: Sampling-based event-triggered exponential synchronization for reaction–diffusion neural networks publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2021.3105126 – volume: 23 start-page: 199 issue: 2 year: 2012 ident: 10.1016/j.neucom.2025.130021_b3 article-title: Stability and dissipativity analysis of static neural networks with time delay publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2011.2178563 – volume: 45 start-page: 819 issue: 4 year: 2015 ident: 10.1016/j.neucom.2025.130021_b16 article-title: On fuzzy sampled-data control of chaotic systems via a time-dependent Lyapunov functional approach publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2014.2336976 – volume: 31 start-page: 1855 issue: 6 year: 2023 ident: 10.1016/j.neucom.2025.130021_b32 article-title: Adaptive event-triggered space–time sampled-data synchronization for fuzzy coupled RDNNs under hybrid random cyberattacks publication-title: IEEE Trans. Fuzzy Syst. doi: 10.1109/TFUZZ.2022.3215747 – volume: 48 start-page: 2535 issue: 10 year: 2012 ident: 10.1016/j.neucom.2025.130021_b42 article-title: Design of distributed H∞ fuzzy controllers with constraint for nonlinear hyperbolic PDE systems publication-title: Automatica doi: 10.1016/j.automatica.2012.06.043 – volume: 25 start-page: 3177 year: 2023 ident: 10.1016/j.neucom.2025.130021_b31 article-title: Improved dynamic event-triggered security control for T-S fuzzy LPV-PDE systems via pointwise measurements and point control publication-title: Int. J. Fuzzy Syst. doi: 10.1007/s40815-023-01563-5 – volume: 9 start-page: 2684 issue: 4 year: 2022 ident: 10.1016/j.neucom.2025.130021_b9 article-title: Synchronization for semi-Markovian jumping reaction–diffusion complex dynamical networks: a space–time sampled-data control scheme publication-title: IEEE Trans. Netw. Sci. Eng. doi: 10.1109/TNSE.2022.3168867 – volume: 21 start-page: 39 issue: 1 year: 2010 ident: 10.1016/j.neucom.2025.130021_b5 article-title: Global asymptotic stability of reaction–diffusion cohen-grossberg neural networks with continuously distributed delays publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNN.2009.2033910 – volume: 227 start-page: 101 year: 2017 ident: 10.1016/j.neucom.2025.130021_b18 article-title: Pinning sampled-data synchronization of coupled inertial neural networks with reaction–diffusion terms and time-varying delays publication-title: Neurocomputing doi: 10.1016/j.neucom.2016.09.098 – volume: 51 start-page: 2433 issue: 5 year: 2021 ident: 10.1016/j.neucom.2025.130021_b41 article-title: Design of suboptimal local piecewise fuzzy controller with multiple constraints for quasi-linear spatiotemporal dynamic systems publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2019.2923461 – volume: 93 start-page: 197 year: 2018 ident: 10.1016/j.neucom.2025.130021_b22 article-title: Pointwise exponential stabilization of a linear parabolic PDE system using non-collocated pointwise observation publication-title: Automatica doi: 10.1016/j.automatica.2018.03.015 – volume: 49 start-page: 964 issue: 5 year: 2019 ident: 10.1016/j.neucom.2025.130021_b17 article-title: Robust guaranteed cost sampled-data fuzzy control for uncertain nonlinear time-delay systems publication-title: IEEE Trans. Syst. Man, Cybern.: Syst. doi: 10.1109/TSMC.2017.2703837 – volume: 19 start-page: 2154 issue: 12 year: 2008 ident: 10.1016/j.neucom.2025.130021_b2 article-title: Improved delay-dependent asymptotic stability criteria for delayed neural networks publication-title: IEEE Trans. Neural Netw. doi: 10.1109/TNN.2008.2006904 – volume: 5 start-page: 2049 issue: 4 year: 2018 ident: 10.1016/j.neucom.2025.130021_b12 article-title: Output synchronization in coupled neural networks with and without external disturbances publication-title: IEEE Trans. Control. Netw. Syst. doi: 10.1109/TCNS.2017.2782488 – year: 1966 ident: 10.1016/j.neucom.2025.130021_b39 – year: 1995 ident: 10.1016/j.neucom.2025.130021_b40 – volume: 43 start-page: 1913 issue: 6 year: 2013 ident: 10.1016/j.neucom.2025.130021_b6 article-title: Delay-dependent stability criteria for reaction–diffusion neural networks with time-varying delays publication-title: IEEE Trans. Cybern. doi: 10.1109/TSMCB.2012.2235178 – volume: 58 start-page: 475 issue: 2 year: 2013 ident: 10.1016/j.neucom.2025.130021_b25 article-title: A delay system method for designing event-triggered controllers of networked control systems publication-title: IEEE Trans. Autom. Control doi: 10.1109/TAC.2012.2206694 – volume: 556 year: 2023 ident: 10.1016/j.neucom.2025.130021_b13 article-title: Synchronization of reaction–diffusion neural networks with random time-varying delay via intermittent boundary control publication-title: Neurocomputing doi: 10.1016/j.neucom.2023.126645 – volume: 25 start-page: 1263 issue: 7 year: 2014 ident: 10.1016/j.neucom.2025.130021_b4 article-title: Delay-dependent stability criteria for generalized neural networks with two delay components publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2013.2284968 – volume: 50 start-page: 911 issue: 3 year: 2020 ident: 10.1016/j.neucom.2025.130021_b8 article-title: Adaptive synchronization of reaction–diffusion neural networks and its application to secure communication publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2018.2877410 – volume: 166 start-page: 366 year: 2023 ident: 10.1016/j.neucom.2025.130021_b33 article-title: Adaptive event-triggered extended dissipative synchronization of delayed reaction–diffusion neural networks under deception attacks publication-title: Neural Netw. doi: 10.1016/j.neunet.2023.07.024 – volume: 125 start-page: 194 year: 2020 ident: 10.1016/j.neucom.2025.130021_b34 article-title: Resilient fault-tolerant anti-synchronization for stochastic delayed reaction–diffusion neural networks with semi-Markov jump parameters publication-title: Neural Netw. doi: 10.1016/j.neunet.2020.02.015 – volume: 32 start-page: 3121 issue: 5 year: 2024 ident: 10.1016/j.neucom.2025.130021_b35 article-title: Fuzzy fault-tolerant boundary control for nonlinear DPSs with multiple delays and stochastic actuator failures publication-title: IEEE Trans. Fuzzy Syst. doi: 10.1109/TFUZZ.2024.3367870 – year: 2004 ident: 10.1016/j.neucom.2025.130021_b1 – volume: 374 start-page: 60 year: 2019 ident: 10.1016/j.neucom.2025.130021_b23 article-title: Sampled-data fuzzy control for a class of nonlinear parabolic distributed parameter systems under spatially point measurements publication-title: Fuzzy Sets and Systems doi: 10.1016/j.fss.2019.01.011 – volume: 32 start-page: 3723 issue: 8 year: 2020 ident: 10.1016/j.neucom.2025.130021_b28 article-title: Adaptive event–triggered synchronization of reaction–diffusion neural networks publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2020.3027284 – volume: 28 start-page: 1055 issue: 5 year: 2017 ident: 10.1016/j.neucom.2025.130021_b11 article-title: Pinning impulsive synchronization of reaction–diffusion neural networks with time-varying delays publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2016.2518479 – volume: 354 start-page: 197 issue: 1 year: 2017 ident: 10.1016/j.neucom.2025.130021_b21 article-title: Sampled-data distributed H∞ control of a class of 1-D parabolic systems under spatially point measurements publication-title: J. Franklin Inst. doi: 10.1016/j.jfranklin.2016.09.028 – volume: 599 year: 2024 ident: 10.1016/j.neucom.2025.130021_b30 article-title: Pinning event-triggered sampled-data synchronization of coupled reaction–diffusion neural networks publication-title: Neurocomputing doi: 10.1016/j.neucom.2024.128028 – volume: 54 start-page: 5092 issue: 9 year: 2024 ident: 10.1016/j.neucom.2025.130021_b36 article-title: Fault-tolerant synchronization for memristive neural networks with multiple actuator failures publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2024.3363470 – year: 1995 ident: 10.1016/j.neucom.2025.130021_b14 – volume: 49 start-page: 2980 issue: 8 year: 2019 ident: 10.1016/j.neucom.2025.130021_b7 article-title: Synchronization of multiple reaction–diffusion neural networks with heterogeneous and unbounded time-varying delays publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2018.2837090 – volume: 61 start-page: 2682 issue: 9 year: 2016 ident: 10.1016/j.neucom.2025.130021_b26 article-title: Stabilization of nonlinear systems using event-triggered output feedback controllers publication-title: IEEE Trans. Autom. Control doi: 10.1109/TAC.2015.2502145 – volume: 49 start-page: 2116 issue: 7 year: 2013 ident: 10.1016/j.neucom.2025.130021_b37 article-title: Parsimonious event-triggered distributed control: A zeno free approach publication-title: Automatica doi: 10.1016/j.automatica.2013.03.003 – volume: 93 start-page: 352 year: 2018 ident: 10.1016/j.neucom.2025.130021_b19 article-title: Synchronization control for reaction–diffusion FitzHugh–Nagumo systems with spatial sampled-data publication-title: Automatica doi: 10.1016/j.automatica.2018.03.043 – volume: 360 start-page: 8008 issue: 12 year: 2023 ident: 10.1016/j.neucom.2025.130021_b43 article-title: H∞ Fuzzy intermittent boundary control for nonlinear parabolic distributed parameter systems publication-title: J. Franklin Inst. doi: 10.1016/j.jfranklin.2023.06.001 – volume: 46 start-page: 421 issue: 2 year: 2010 ident: 10.1016/j.neucom.2025.130021_b15 article-title: A refined input delay approach to sampled-data control publication-title: Automatica doi: 10.1016/j.automatica.2009.11.017 – volume: 51 start-page: 5740 issue: 12 year: 2021 ident: 10.1016/j.neucom.2025.130021_b24 article-title: Quantized sampled-data synchronization of delayed reaction–diffusion neural networks under spatially point measurements publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2019.2960094 – volume: 48 start-page: 569 issue: 3 year: 2012 ident: 10.1016/j.neucom.2025.130021_b38 article-title: Stochastically exponential stability and stabilization of uncertain linear hyperbolic PDE systems with Markov jumping parameters publication-title: Automatica doi: 10.1016/j.automatica.2012.01.006 – volume: 352 start-page: 4423 issue: 10 year: 2015 ident: 10.1016/j.neucom.2025.130021_b44 article-title: Some extended Wirtinger’s inequalities and distributed proportional-spatial integral control of distributed parameter systems with multi-time delays publication-title: J. Franklin Inst. doi: 10.1016/j.jfranklin.2015.06.011 – volume: 29 start-page: 807 issue: 4 year: 2018 ident: 10.1016/j.neucom.2025.130021_b10 article-title: Adaptive antisynchronization of multilayer reaction–diffusion neural networks publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2017.2647811 – volume: 51 start-page: 2384 issue: 5 year: 2020 ident: 10.1016/j.neucom.2025.130021_b20 article-title: Fuzzy sampled-data control for synchronization of T–S fuzzy reaction–diffusion neural networks with additive time–varying delays publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2020.2996619 – volume: 329 start-page: 61 year: 2017 ident: 10.1016/j.neucom.2025.130021_b27 article-title: Network-based H∞ control for T–S fuzzy systems with an adaptive event-triggered communication scheme publication-title: Fuzzy Sets and Systems doi: 10.1016/j.fss.2016.12.011 |
| SSID | ssj0017129 |
| Score | 2.4440236 |
| Snippet | In this article, the fault-tolerant and attack-tolerant cooperative event-triggered sampled-data security (FACETSDS) synchronization problem of space-varying... |
| SourceID | crossref elsevier |
| SourceType | Index Database Publisher |
| StartPage | 130021 |
| SubjectTerms | Event-triggered sampled-data security control Fault-tolerant and attack-tolerant cooperative control Space-varying reaction–diffusion neural networks Spatial linear matrix inequalities Stochastic actuator failures |
| Title | Fault-tolerant and attack-tolerant cooperative event-triggered sampled-data security control for synchronization of RDNNs with stochastic actuator failures and random deception attacks |
| URI | https://dx.doi.org/10.1016/j.neucom.2025.130021 |
| Volume | 636 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwELaq9sKFN6I8qjlwNRvn5eRYFVZbEHsAKvUWjWMHFtpkRbyHXvhd_XmdiZ0CEuLAMVZsjTLjeUTffCPEq6SunFOpk2WitcyNTaRxqpR10Raoc2Myzd3IH9bl6ix_d16c74mTuReGYZXR9wefPnnruLKIX3Ox3WwWn5I6pSpKkUEy3W7GTXx5rtnKX_-8hXkordLAt5cWkt-e2-cmjFfvdowZSSnwT2ORU_X38PRbyFneF3djrgjHQZwHYs_1D8W9eQ4DxGv5SFwvcXfhpR8uHEUeD9hbQO-x_f5rrR2GrQss3zCRNklPdfkXntQJIzJFsJWMFoUxDrSDCGIHymphvOrbiUU3NG3C0MHHN-v1CPwbFyh_bL8iEz4Dcj8KlfHQ4YYB7-MkDElgh0uwLmJoonTjY3G2fPv5ZCXjRAbZ0tX2ssLaYIUlVmVBKq0sUoBHrVRHZaJVLrPaasMDkbBQpjSINsvJFpRyeUbJRfZE7PdD754KaDtUrq6N0lmR0zF8tE7qrOtqqu9beyjkrIhmG4g3mhmR9q0JimtYcU1Q3KHQs7aaPwyoodjwz53P_nvnc3GHnwJ694XY9z927iXlKN4cTUZ4JA6OT9-v1jcd4u2I |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwELbK9gCX8hblOQeu1sZ5OT5WhdWWtjlAK_UWjWMHFkqyarwH_hk_j3Hs8JAQB66ObI0y43kk33zD2OtEVdaK1PIykZLn2iRcW1FyVbQFylzrTPpu5PO6XF_m766Kqz12PPfCeFhl9P3Bp0_eOq4s49tcbjeb5YdEpVRFCTJIT7ebqVts37NTFQu2f3Ryuq5__kyQIg2Ue2nB_Ya5g26CefV252EjKcX-aTJyKv4eoX6LOqt77CCmi3AUJLrP9mz_gN2dRzFAvJkP2fcV7q4dd8O1peDjAHsD6By2X36ttcOwtYHoGybeJu6oNP_oh3XCiJ4l2HAPGIUxzrSDiGMHSmxh_Na3E5Fu6NuEoYP3b-p6BP8lFyiFbD-h53wG9C0pVMlDhxuPeR8nYUgCM3wFYyOMJko3PmKXq7cXx2sehzLwlm634xUqjRWWWJUFabUySDEepRAdVYpG2MxII7WfiYSF0KVGNFlO5iCEzTPKL7LHbNEPvX3CoO1QWKW0kFmR0zH-aJmorOsUlfitOWR8VkSzDdwbzQxK-9wExTVecU1Q3CGTs7aaP2yoofDwz51P_3vnK3Z7fXF-1pyd1KfP2B3_JIB5n7OFu9nZF5SyOP0ymuQPM9vwOQ |
| 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=Fault-tolerant+and+attack-tolerant+cooperative+event-triggered+sampled-data+security+control+for+synchronization+of+RDNNs+with+stochastic+actuator+failures+and+random+deception+attacks&rft.jtitle=Neurocomputing+%28Amsterdam%29&rft.au=Zhao%2C+Feng-Liang&rft.au=Wang%2C+Zi-Peng&rft.au=Qiao%2C+Junfei&rft.au=Wu%2C+Huai-Ning&rft.date=2025-07-01&rft.pub=Elsevier+B.V&rft.issn=0925-2312&rft.volume=636&rft_id=info:doi/10.1016%2Fj.neucom.2025.130021&rft.externalDocID=S0925231225006939 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0925-2312&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0925-2312&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0925-2312&client=summon |