Distributed consensus of heterogeneous switched nonlinear multiagent systems with input quantization and DoS attacks

•Different from the nonlinear MAS in [8] whose all agents are second-order, in this paper, the considered MAS consists of first-order and second-order agents simultaneously. Moreover, all agents are considered to have multiple modes and then exhibit the switching feature. Therefore, the MAS model of...

Full description

Saved in:
Bibliographic Details
Published in:Applied mathematics and computation Vol. 456; p. 128127
Main Authors: Guo, Shiyu, Zhao, Xudong, Wang, Huanqing, Xu, Ning
Format: Journal Article
Language:English
Published: Elsevier Inc 01.11.2023
Subjects:
ISSN:0096-3003
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract •Different from the nonlinear MAS in [8] whose all agents are second-order, in this paper, the considered MAS consists of first-order and second-order agents simultaneously. Moreover, all agents are considered to have multiple modes and then exhibit the switching feature. Therefore, the MAS model of this paper is more general.•To cope with the issue of DoS attacks on communication channels of systems, an underlying topology switching mechanism is proposed to ensure tolerance for network disconnections. Meanwhile, the DoS attack frequency and attack time ratio are given to characterize the features of DoS attacks. Furthermore, an efficient consensus algorithm is presented by employing the back-stepping technique and the Lyapunov function method.•In contrast to [38], the hysteretic quantization input is considered for switched nonlinear MASs under DoS attacks in this paper, which attenuates the impact of hysteretic quantizers on control performances. Besides, global information is not used in the protocol design, and the dynamics of agents in this study need not to strictly abide by the nonlinear Lipschitz condition. Hence, the developed control scheme in this paper is distributed. In this paper, the consensus tracking control problem is investigated for a class of heterogeneous switched nonlinear multiagent systems (MASs) with input quantization under denial-of-service (DoS) attacks, where first-order agents and second-order agents exist simultaneously, and each agent shows the switching characteristic. Due to the prevalence of DoS attacks in communication channels, a DoS attack model is constructed in this study, and the upper bounds on the duration and frequency of DoS attacks are given. Meanwhile, taking the chattering phenomena of control inputs into account, a hysteresis quantizer is introduced to overcome the issue of the undesirable input chattering. Hence, a new anti-attack distributed consensus protocol is developed such that MASs with input quantization can effectively resist the impact of DoS attacks. Based on the Lyapunov stability theory, the boundedness of all signals in the closed-loop system is verified and the consensus target can be achieved. Finally, the effectiveness of the proposed control scheme is demonstrated by two simulation examples.
AbstractList •Different from the nonlinear MAS in [8] whose all agents are second-order, in this paper, the considered MAS consists of first-order and second-order agents simultaneously. Moreover, all agents are considered to have multiple modes and then exhibit the switching feature. Therefore, the MAS model of this paper is more general.•To cope with the issue of DoS attacks on communication channels of systems, an underlying topology switching mechanism is proposed to ensure tolerance for network disconnections. Meanwhile, the DoS attack frequency and attack time ratio are given to characterize the features of DoS attacks. Furthermore, an efficient consensus algorithm is presented by employing the back-stepping technique and the Lyapunov function method.•In contrast to [38], the hysteretic quantization input is considered for switched nonlinear MASs under DoS attacks in this paper, which attenuates the impact of hysteretic quantizers on control performances. Besides, global information is not used in the protocol design, and the dynamics of agents in this study need not to strictly abide by the nonlinear Lipschitz condition. Hence, the developed control scheme in this paper is distributed. In this paper, the consensus tracking control problem is investigated for a class of heterogeneous switched nonlinear multiagent systems (MASs) with input quantization under denial-of-service (DoS) attacks, where first-order agents and second-order agents exist simultaneously, and each agent shows the switching characteristic. Due to the prevalence of DoS attacks in communication channels, a DoS attack model is constructed in this study, and the upper bounds on the duration and frequency of DoS attacks are given. Meanwhile, taking the chattering phenomena of control inputs into account, a hysteresis quantizer is introduced to overcome the issue of the undesirable input chattering. Hence, a new anti-attack distributed consensus protocol is developed such that MASs with input quantization can effectively resist the impact of DoS attacks. Based on the Lyapunov stability theory, the boundedness of all signals in the closed-loop system is verified and the consensus target can be achieved. Finally, the effectiveness of the proposed control scheme is demonstrated by two simulation examples.
ArticleNumber 128127
Author Wang, Huanqing
Xu, Ning
Zhao, Xudong
Guo, Shiyu
Author_xml – sequence: 1
  givenname: Shiyu
  surname: Guo
  fullname: Guo, Shiyu
  email: shyu_gu@163.com
  organization: College of Control Science and Engineering, Bohai University, Jinzhou, Liaoning 121013, China
– sequence: 2
  givenname: Xudong
  surname: Zhao
  fullname: Zhao, Xudong
  organization: Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian, Liaoning 116024, China
– sequence: 3
  givenname: Huanqing
  surname: Wang
  fullname: Wang, Huanqing
  organization: College of Mathematical Science, Bohai University, Jinzhou, Liaoning 121013, China
– sequence: 4
  givenname: Ning
  surname: Xu
  fullname: Xu, Ning
  organization: College of Control Science and Engineering, Bohai University, Jinzhou, Liaoning 121013, China
BookMark eNp9kMtOAjEUhrvAREAfwF1fYLCXYToTVwa8JSQu1HVT2zNShBbbMxp8egdx5YLVSU7-71y-ERmEGICQC84mnPHqcjUxGzsRTMgJFzUXakCGjDVVIRmTp2SU84oxpipeDgnOfcbkXzsER20MGULuMo0tXQJCim8QIPaN_OXRLvtMv2vtA5hEN90avekDSPMuI2wy7UNL6sO2Q_rRmYD-26CPgZrg6Dw-UYNo7Hs-IyetWWc4_6tj8nJ78zy7LxaPdw-z60VhRaOwaKCuy9oIcBU45aaSy7pplK1lU3HlBCg-FdJU1pSscq1RslI1h0byshGOgRwTdZhrU8w5Qautx9-LMBm_1pzpvTC90r0wvRemD8J6kv8jt8lvTNodZa4ODPQvfXpIOlsPwYLzCSxqF_0R-getMoo-
CitedBy_id crossref_primary_10_1016_j_chaos_2023_114401
crossref_primary_10_1080_00207721_2023_2241959
crossref_primary_10_1109_TASE_2023_3317902
crossref_primary_10_1109_TCNS_2023_3331161
crossref_primary_10_1007_s11071_023_08956_z
crossref_primary_10_1080_00207721_2025_2530186
crossref_primary_10_1109_TASE_2023_3298343
crossref_primary_10_1109_ACCESS_2024_3390723
crossref_primary_10_1109_TCYB_2025_3530456
crossref_primary_10_1016_j_jksuci_2023_101805
crossref_primary_10_1109_TCYB_2025_3594130
crossref_primary_10_1109_JSYST_2023_3318525
crossref_primary_10_1108_RIA_04_2023_0056
crossref_primary_10_1109_TCSI_2024_3376531
crossref_primary_10_1186_s13634_023_01078_z
crossref_primary_10_1002_asjc_3367
crossref_primary_10_1002_acs_3879
crossref_primary_10_3390_fractalfract8030147
crossref_primary_10_1016_j_cnsns_2023_107689
crossref_primary_10_1002_acs_3730
crossref_primary_10_1080_00207721_2024_2328780
crossref_primary_10_3233_JIFS_233418
crossref_primary_10_3389_fchem_2023_1250994
crossref_primary_10_1002_rnc_7054
crossref_primary_10_1016_j_neunet_2024_106249
crossref_primary_10_1109_TCYB_2024_3391825
crossref_primary_10_1016_j_jksuci_2023_101759
crossref_primary_10_1016_j_eswa_2023_121501
crossref_primary_10_1002_rnc_7091
crossref_primary_10_3233_JIFS_233476
crossref_primary_10_1080_03081079_2023_2276710
crossref_primary_10_1631_FITEE_2300408
crossref_primary_10_1080_00207179_2023_2250880
crossref_primary_10_1002_acs_3708
crossref_primary_10_1049_cth2_12641
crossref_primary_10_1002_asjc_3826
crossref_primary_10_12677_aam_2025_141040
crossref_primary_10_1002_rnc_7231
crossref_primary_10_1007_s11235_024_01172_z
Cites_doi 10.1109/TAC.2020.2989773
10.1016/j.neunet.2022.06.039
10.1109/TSMC.2019.2905253
10.1109/TFUZZ.2020.3028657
10.1109/TSMC.2018.2888633
10.1007/s11071-018-4479-4
10.1016/j.ins.2018.05.019
10.1109/TNSE.2021.3077766
10.1109/TSG.2017.2765241
10.1109/TCYB.2018.2806387
10.1080/00207721.2021.1943562
10.1080/00207721.2023.2169845
10.1002/rnc.4837
10.1016/j.ins.2018.04.085
10.1080/00207721.2021.2017063
10.1080/00207721.2020.1831645
10.1016/j.fss.2015.07.012
10.1109/TFUZZ.2020.3009730
10.1016/j.ins.2021.08.062
10.1007/s12555-019-0384-y
10.1109/MIC.2006.5
10.1109/JSYST.2020.2992702
10.1109/TNNLS.2021.3070824
10.1109/TNNLS.2019.2920880
10.1109/LCSYS.2020.3004920
10.1016/j.neucom.2020.07.032
10.1016/j.neucom.2023.03.024
10.1109/JSYST.2020.3019939
10.1109/ACCESS.2019.2908998
10.1016/j.ins.2023.02.058
10.1109/TCYB.2020.2979342
10.1016/j.neucom.2019.01.113
10.1109/TFUZZ.2019.2912138
10.1002/rnc.6269
10.1109/TCYB.2016.2641394
10.1002/rnc.5040
ContentType Journal Article
Copyright 2023 Elsevier Inc.
Copyright_xml – notice: 2023 Elsevier Inc.
DBID AAYXX
CITATION
DOI 10.1016/j.amc.2023.128127
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Mathematics
ExternalDocumentID 10_1016_j_amc_2023_128127
S0096300323002965
GroupedDBID --K
--M
-~X
.DC
.~1
0R~
1B1
1RT
1~.
1~5
23M
4.4
457
4G.
5GY
6J9
7-5
71M
8P~
9JN
AABNK
AACTN
AAEDT
AAEDW
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AATTM
AAXKI
AAXUO
ABAOU
ABFNM
ABFRF
ABJNI
ABMAC
ACDAQ
ACGFO
ACGFS
ACRLP
ADBBV
ADEZE
ADGUI
AEBSH
AEFWE
AEIPS
AEKER
AENEX
AFJKZ
AFTJW
AGHFR
AGUBO
AGYEJ
AHHHB
AIEXJ
AIGVJ
AIKHN
AITUG
AKRWK
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
ANKPU
ARUGR
AXJTR
BKOJK
BLXMC
BNPGV
CS3
EBS
EFJIC
EO8
EO9
EP2
EP3
F5P
FDB
FIRID
FNPLU
FYGXN
G-Q
GBLVA
IHE
J1W
KOM
LG9
M26
M41
MHUIS
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
RNS
ROL
RPZ
RXW
SBC
SDF
SDG
SES
SME
SPC
SPCBC
SSH
SSW
SSZ
T5K
TN5
WH7
X6Y
XPP
ZMT
~02
~G-
5VS
9DU
AAQXK
AAYWO
AAYXX
ABEFU
ABWVN
ABXDB
ACLOT
ACRPL
ACVFH
ADCNI
ADIYS
ADMUD
ADNMO
AEUPX
AFFNX
AFPUW
AGQPQ
AI.
AIGII
AIIUN
AKBMS
AKYEP
APXCP
ASPBG
AVWKF
AZFZN
CITATION
EFKBS
EFLBG
EJD
FEDTE
FGOYB
G-2
HLZ
HMJ
HVGLF
HZ~
R2-
SEW
TAE
VH1
VOH
WUQ
~HD
ID FETCH-LOGICAL-c297t-9e8848a2ed6ed7d53138997c839617d2e71523a6ca406dfa736781e931492d0e3
ISICitedReferencesCount 84
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001057786800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0096-3003
IngestDate Tue Nov 18 22:00:02 EST 2025
Sat Nov 29 07:24:43 EST 2025
Sun Apr 06 06:53:46 EDT 2025
IsPeerReviewed true
IsScholarly true
Keywords Switched systems
Input quantization
Neural network
Heterogeneous multiagent systems(MASs)
Denial-of-service(DoS) attacks
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c297t-9e8848a2ed6ed7d53138997c839617d2e71523a6ca406dfa736781e931492d0e3
ParticipantIDs crossref_citationtrail_10_1016_j_amc_2023_128127
crossref_primary_10_1016_j_amc_2023_128127
elsevier_sciencedirect_doi_10_1016_j_amc_2023_128127
PublicationCentury 2000
PublicationDate 2023-11-01
2023-11-00
PublicationDateYYYYMMDD 2023-11-01
PublicationDate_xml – month: 11
  year: 2023
  text: 2023-11-01
  day: 01
PublicationDecade 2020
PublicationTitle Applied mathematics and computation
PublicationYear 2023
Publisher Elsevier Inc
Publisher_xml – name: Elsevier Inc
References Tsang, Huang, Johansson, Shi (bib0007) 2020; 5
Suthokumar, Sethu, Wijenayake, Ambikairajah (bib0030) 2018
Chen, Wang, Hu (bib0022) 2018; 459
Liu, Niu, Zong, Zhao, Xu (bib0012) 2022
Shahvali, Pariz, Akbariyan (bib0010) 2018; 94
Zou, Guo, Ahn, Xiang (bib0008) 2022
Khazaei, Nguyen (bib0005) 2017; 10
Zhang, Wang, Niu, Zhang, Ahmad (bib0015) 2021; 580
Zhai, Vamvoudakis (bib0032) 2021; 31
Wang, Tian, Liu, Wei, Yue (bib0033) 2020; 30
Guo, Liu, Wang, Ahn (bib0037) 2021; 8
Dong, Gong (bib0045) 2020; 416
Zhao, Niu, Zong, Xu, Ahmad (bib0021) 2023; 539
Du, Zhang, Wang, Li, Hu, Yang (bib0034) 2018; 459
Zuo, Song, Lewis, Davoudi (bib0003) 2017; 47
Cheng, Liang, Niu, Zhao, Zhao (bib0004) 2023; 631
Zhang, Zhao, Zong, Xu (bib0018) 2022
Doostmohammadian, Meskin (bib0023) 2020; 15
Zhang, Zhao, Wang, Zong, Xu (bib0042) 2022
Lv, Yu, Cao, Baldi (bib0011) 2021; 33
Zhao, Zhang, Chen, Wang, Zhao (bib0013) 2022; 53
Khalaf, Mostafa, Mustapha, Mohammed, Abduallah (bib0025) 2019; 7
Mo, Sinopoli (bib0031) 2009
Carl, Kesidis, Brooks, Rai (bib0024) 2006; 10
Zhang, Liu, Feng (bib0038) 2018; 49
Zou, Ahn, Xiang (bib0041) 2020; 29
Zhang, Xu, Zong, Alkhateeb (bib0014) 2021; 52
Shao, Ye (bib0029) 2020; 29
Thang, Niu, Zong, Zhao, Xu (bib0044) 2022; 154
Cheng, Niu, Zhao, Zeng, Ahmad (bib0020) 2023
Zhang, Zong, Zhao, Zhao (bib0028) 2022
Zhou, Zhang, Yang (bib0009) 2020; 18
Li, Niu, Zong, Zhao, Zhao (bib0019) 2022; 53
Tang, Wang, Chang, Zhang, Alharbi (bib0017) 2023; 49
Yao, Dou, Yue, Zhao, Zhang (bib0002) 2020; 415
Yang, Li, Yue, Tian, Ding (bib0036) 2020; 51
Zou, Shi, Xiang, Shi (bib0001) 2020; 31
Liu, Wu, Yue, Park (bib0035) 2019; 51
Chen, Ding, Dong, Wei (bib0026) 2019; 49
Jain, Lukic, Lubkeman (bib0006) 2018
Zhao, Wang, Ma, Zong (bib0016) 2019; 28
Sui, Tong (bib0039) 2016; 290
Li, Ahn, Xiang (bib0040) 2020; 15
Peng, Sun (bib0027) 2020; 65
Zhang, Zhao, Zhang, Niu, Zong, Xu (bib0043) 2022
Zhou (10.1016/j.amc.2023.128127_bib0009) 2020; 18
Liu (10.1016/j.amc.2023.128127_bib0012) 2022
Zhang (10.1016/j.amc.2023.128127_bib0038) 2018; 49
Li (10.1016/j.amc.2023.128127_bib0019) 2022; 53
Khazaei (10.1016/j.amc.2023.128127_bib0005) 2017; 10
Chen (10.1016/j.amc.2023.128127_bib0022) 2018; 459
Zhang (10.1016/j.amc.2023.128127_bib0015) 2021; 580
Zou (10.1016/j.amc.2023.128127_bib0001) 2020; 31
Jain (10.1016/j.amc.2023.128127_bib0006) 2018
Sui (10.1016/j.amc.2023.128127_bib0039) 2016; 290
Yao (10.1016/j.amc.2023.128127_bib0002) 2020; 415
Zhao (10.1016/j.amc.2023.128127_bib0016) 2019; 28
Cheng (10.1016/j.amc.2023.128127_bib0020) 2023
Yang (10.1016/j.amc.2023.128127_bib0036) 2020; 51
Thang (10.1016/j.amc.2023.128127_bib0044) 2022; 154
Zhang (10.1016/j.amc.2023.128127_bib0018) 2022
Zhang (10.1016/j.amc.2023.128127_bib0028) 2022
Zhai (10.1016/j.amc.2023.128127_bib0032) 2021; 31
Guo (10.1016/j.amc.2023.128127_bib0037) 2021; 8
Zuo (10.1016/j.amc.2023.128127_bib0003) 2017; 47
Doostmohammadian (10.1016/j.amc.2023.128127_bib0023) 2020; 15
Liu (10.1016/j.amc.2023.128127_bib0035) 2019; 51
Dong (10.1016/j.amc.2023.128127_bib0045) 2020; 416
Li (10.1016/j.amc.2023.128127_bib0040) 2020; 15
Zhang (10.1016/j.amc.2023.128127_bib0014) 2021; 52
Carl (10.1016/j.amc.2023.128127_bib0024) 2006; 10
Suthokumar (10.1016/j.amc.2023.128127_bib0030) 2018
Chen (10.1016/j.amc.2023.128127_bib0026) 2019; 49
Zhang (10.1016/j.amc.2023.128127_bib0043) 2022
Tang (10.1016/j.amc.2023.128127_bib0017) 2023; 49
Shahvali (10.1016/j.amc.2023.128127_bib0010) 2018; 94
Zhao (10.1016/j.amc.2023.128127_bib0021) 2023; 539
Shao (10.1016/j.amc.2023.128127_bib0029) 2020; 29
Zou (10.1016/j.amc.2023.128127_bib0008) 2022
Mo (10.1016/j.amc.2023.128127_bib0031) 2009
Peng (10.1016/j.amc.2023.128127_bib0027) 2020; 65
Du (10.1016/j.amc.2023.128127_bib0034) 2018; 459
Zou (10.1016/j.amc.2023.128127_bib0041) 2020; 29
Cheng (10.1016/j.amc.2023.128127_bib0004) 2023; 631
Wang (10.1016/j.amc.2023.128127_bib0033) 2020; 30
Zhang (10.1016/j.amc.2023.128127_bib0042) 2022
Lv (10.1016/j.amc.2023.128127_bib0011) 2021; 33
Tsang (10.1016/j.amc.2023.128127_bib0007) 2020; 5
Zhao (10.1016/j.amc.2023.128127_bib0013) 2022; 53
Khalaf (10.1016/j.amc.2023.128127_bib0025) 2019; 7
References_xml – volume: 49
  start-page: 1688
  year: 2019
  end-page: 1697
  ident: bib0026
  article-title: Distributed resilient filtering for power systems subject to denial-of-service attacks
  publication-title: IEEE Trans. Syst. Man Cybernet.: Syst.
– volume: 49
  year: 2023
  ident: bib0017
  article-title: Dynamic Event-Triggered Control for Discrete-Time Nonlinear Markov Jump Systems Using Policy Iteration-Based Adaptive Dynamic Programming
  publication-title: Nonlinear Anal.: Hybrid Syst.
– year: 2022
  ident: bib0018
  article-title: Fully distributed consensus of switched heterogeneous nonlinear multi-agent systems with bouc-wen hysteresis input
  publication-title: IEEE Trans. Netw. Sci. Eng.,
– volume: 53
  start-page: 199
  year: 2022
  end-page: 221
  ident: bib0019
  article-title: Command filter-based adaptive neural finite-time control for stochastic nonlinear systems with time-varying full state constraints and asymmetric input saturation
  publication-title: Int. J. Syst. Sci.
– volume: 539
  start-page: 126163
  year: 2023
  ident: bib0021
  article-title: Event-triggered optimal decentralized control for stochastic interconnected nonlinear systems via adaptive dynamic programming
  publication-title: Neurocomputing
– volume: 290
  start-page: 56
  year: 2016
  end-page: 78
  ident: bib0039
  article-title: Fuzzy adaptive quantized output feedback tracking control for switched nonlinear systems with input quantization
  publication-title: Fuzzy Sets Syst.
– volume: 18
  start-page: 2061
  year: 2020
  end-page: 2074
  ident: bib0009
  article-title: Fixed-time output feedback consensus of second-order multi-agent systems with settling time estimation
  publication-title: Int. J. Control Autom. Syst.
– volume: 580
  start-page: 756
  year: 2021
  end-page: 774
  ident: bib0015
  article-title: Sliding-mode surface-based adaptive actor-critic optimal control for switched nonlinear systems with average dwell time
  publication-title: Inf. Sci. (Ny)
– volume: 459
  start-page: 369
  year: 2018
  end-page: 386
  ident: bib0022
  article-title: Event-based robust stabilization of uncertain networked control systems under quantization and denial-of-service attacks
  publication-title: Inf. Sci. (Ny)
– start-page: 911
  year: 2009
  end-page: 918
  ident: bib0031
  article-title: Secure control against replay attacks
– start-page: 1
  year: 2022
  end-page: 9
  ident: bib0028
  article-title: Output reachable set synthesis of event-triggered control for singular markov jump systems under multiple cyber-attacks
  publication-title: IEEE/ACM Trans. Network.
– start-page: 691
  year: 2018
  end-page: 695
  ident: bib0030
  article-title: Modulation dynamic features for the detection of replay attacks
– volume: 28
  start-page: 632
  year: 2019
  end-page: 644
  ident: bib0016
  article-title: Fuzzy approximation based asymptotic tracking control for a class of uncertain switched nonlinear systems
  publication-title: IEEE Trans. Fuzzy Syst.
– volume: 33
  start-page: 5467
  year: 2021
  end-page: 5479
  ident: bib0011
  article-title: A separation-based methodology to consensus tracking of switched high-order nonlinear multiagent systems
  publication-title: IEEE Trans. Neural Netw. Learn. Syst.
– volume: 31
  start-page: 1817
  year: 2021
  end-page: 1833
  ident: bib0032
  article-title: A data-based private learning framework for enhanced security against replay attacks in cyber-physical systems
  publication-title: Int. J. Robust Nonlinear Control
– volume: 416
  start-page: 95
  year: 2020
  end-page: 102
  ident: bib0045
  article-title: Leader-following secure consensus for second-order multi-agent systems with nonlinear dynamics and event-triggered control strategy under dos attack
  publication-title: Neurocomputing
– volume: 47
  start-page: 2099
  year: 2017
  end-page: 2109
  ident: bib0003
  article-title: Output containment control of linear heterogeneous multi-agent systems using internal model principle
  publication-title: IEEE Trans. Cybern.
– year: 2023
  ident: bib0020
  article-title: Event-Triggered Adaptive Decentralized Control of Interconnected Nonlinear Systems with Bouc-Wen Hysteresis Input
  publication-title: Int. J. Syst. Sci.
– volume: 30
  start-page: 1534
  year: 2020
  end-page: 1548
  ident: bib0033
  article-title: Resilient control of networked control systems under deception attacks: a memory-event-triggered communication scheme
  publication-title: Int. J. Robust Nonlinear Control
– volume: 154
  start-page: 43
  year: 2022
  end-page: 55
  ident: bib0044
  article-title: Periodic event-triggered adaptive tracking control design for nonlinear discrete-time systems via reinforcement learning
  publication-title: Neural Networks
– volume: 15
  start-page: 1048
  year: 2020
  end-page: 1055
  ident: bib0023
  article-title: Finite-time stability under denial of service
  publication-title: IEEE Syst. J.
– volume: 51
  start-page: 2916
  year: 2020
  end-page: 2928
  ident: bib0036
  article-title: Distributed secure consensus control with event-triggering for multiagent systems under dos attacks
  publication-title: IEEE Trans. Cybern.
– volume: 29
  start-page: 3812
  year: 2020
  end-page: 3821
  ident: bib0029
  article-title: Fuzzy adaptive event-triggered secure control for stochastic nonlinear high-order mass subject to dos attacks and actuator faults
  publication-title: IEEE Trans. Fuzzy Syst.
– year: 2022
  ident: bib0042
  article-title: Hierarchical sliding-mode surface-based adaptive actor-critic optimal control for switched nonlinear systems with unknown perturbation
  publication-title: IEEE Trans. Neural Network and Learn. Syst.,
– volume: 631
  start-page: 256
  year: 2023
  end-page: 270
  ident: bib0004
  article-title: Adaptive Neural Self-Triggered Bipartite Secure Control for Nonlinear MASs Subject to DoS Attacks
  publication-title: Inf. Sci.
– volume: 52
  start-page: 1499
  year: 2021
  end-page: 1514
  ident: bib0014
  article-title: Adaptive fuzzy hierarchical sliding mode control of uncertain under-actuated switched nonlinear systems with actuator faults
  publication-title: Int. J. Syst. Sci.
– volume: 7
  start-page: 51691
  year: 2019
  end-page: 51713
  ident: bib0025
  article-title: Comprehensive review of artificial intelligence and statistical approaches in distributed denial of service attack and defense methods
  publication-title: IEEE Access
– year: 2022
  ident: bib0008
  article-title: Sampled-data consensus protocols for a class of second-order switched nonlinear multiagent systems
  publication-title: IEEE Trans. Cybernet.,
– year: 2022
  ident: bib0043
  article-title: Observer-based adaptive fuzzy hierarchical sliding mode control of uncertain under-actuated switched nonlinear systems with input quantization
  publication-title: Int. J. Robust Nonlinear Control,
– volume: 49
  start-page: 1501
  year: 2018
  end-page: 1511
  ident: bib0038
  article-title: Consensus of heterogeneous linear multiagent systems subject to aperiodic sampled-data and dos attack
  publication-title: IEEE Trans. Cybern.
– volume: 415
  start-page: 157
  year: 2020
  end-page: 164
  ident: bib0002
  article-title: Event-triggered adaptive consensus tracking control for nonlinear switching multi-agent systems
  publication-title: Neurocomputing
– volume: 29
  start-page: 2916
  year: 2020
  end-page: 2925
  ident: bib0041
  article-title: Fuzzy-approximation-based distributed fault-tolerant consensus for heterogeneous switched nonlinear multiagent systems
  publication-title: IEEE Trans. Fuzzy Syst.
– volume: 5
  start-page: 665
  year: 2020
  end-page: 670
  ident: bib0007
  article-title: Sparse linear injection attack on multi-agent consensus control systems
  publication-title: IEEE Control Syst. Lett.
– volume: 31
  start-page: 1757
  year: 2020
  end-page: 1762
  ident: bib0001
  article-title: Finite-time consensus of second-order switched nonlinear multi-agent systems
  publication-title: IEEE Trans. Neural Netw. Learn. Syst.
– volume: 15
  start-page: 5126
  year: 2020
  end-page: 5134
  ident: bib0040
  article-title: Decentralized sampled-data control for cyber-physical systems subject to dos attacks
  publication-title: IEEE Syst. J.
– volume: 8
  start-page: 1941
  year: 2021
  end-page: 1956
  ident: bib0037
  article-title: Event-triggered adaptive fault-tolerant pinning control for cluster consensus of heterogeneous nonlinear multi-agent systems under aperiodic dos attacks
  publication-title: IEEE Trans. Network Sci. Eng.
– volume: 94
  start-page: 2127
  year: 2018
  end-page: 2142
  ident: bib0010
  article-title: Distributed finite-time control for arbitrary switched nonlinear multi-agent systems: an observer-based approach
  publication-title: Nonlinear Dyn.
– start-page: 1
  year: 2022
  end-page: 19
  ident: bib0012
  article-title: Data-driven-based event-triggered optimal control of unknown nonlinear systems with input constraints
  publication-title: Nonlinear Dyn.
– volume: 10
  start-page: 82
  year: 2006
  end-page: 89
  ident: bib0024
  article-title: Denial-of-service attack-detection techniques
  publication-title: IEEE Internet Comput.
– volume: 51
  start-page: 943
  year: 2019
  end-page: 953
  ident: bib0035
  article-title: Stabilization of networked control systems with hybrid-driven mechanism and probabilistic cyber attacks
  publication-title: IEEE Trans. Syst. Man Cybern.: Syst.
– volume: 53
  start-page: 1545
  year: 2022
  end-page: 1561
  ident: bib0013
  article-title: Adaptive neural decentralised control for switched interconnected nonlinear systems with backlash-like hysteresis and output constraints
  publication-title: Int. J. Syst. Sci.
– volume: 459
  start-page: 168
  year: 2018
  end-page: 182
  ident: bib0034
  article-title: Stability analysis of token-based wireless networked control systems under deception attacks
  publication-title: Inf. Sci. (Ny)
– volume: 65
  start-page: 3943
  year: 2020
  end-page: 3949
  ident: bib0027
  article-title: Switching-like event-triggered control for networked control systems under malicious denial of service attacks
  publication-title: IEEE Trans. Automat. Contr.
– volume: 10
  start-page: 1395
  year: 2017
  end-page: 1404
  ident: bib0005
  article-title: Multi-agent consensus design for heterogeneous energy storage devices with droop control in smart grids
  publication-title: IEEE Trans. Smart Grid
– start-page: 1
  year: 2018
  end-page: 5
  ident: bib0006
  article-title: Multi-agent distributed service restoration scheme for distribution systems with embedded microgrids
  publication-title: IEEE/PES Trans. Distribut. Conf. Exposit. (T&D)
– volume: 65
  start-page: 3943
  issue: 9
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0027
  article-title: Switching-like event-triggered control for networked control systems under malicious denial of service attacks
  publication-title: IEEE Trans. Automat. Contr.
  doi: 10.1109/TAC.2020.2989773
– volume: 154
  start-page: 43
  year: 2022
  ident: 10.1016/j.amc.2023.128127_bib0044
  article-title: Periodic event-triggered adaptive tracking control design for nonlinear discrete-time systems via reinforcement learning
  publication-title: Neural Networks
  doi: 10.1016/j.neunet.2022.06.039
– volume: 49
  start-page: 1688
  issue: 8
  year: 2019
  ident: 10.1016/j.amc.2023.128127_bib0026
  article-title: Distributed resilient filtering for power systems subject to denial-of-service attacks
  publication-title: IEEE Trans. Syst. Man Cybernet.: Syst.
  doi: 10.1109/TSMC.2019.2905253
– volume: 49
  year: 2023
  ident: 10.1016/j.amc.2023.128127_bib0017
  article-title: Dynamic Event-Triggered Control for Discrete-Time Nonlinear Markov Jump Systems Using Policy Iteration-Based Adaptive Dynamic Programming
  publication-title: Nonlinear Anal.: Hybrid Syst.
– volume: 29
  start-page: 3812
  issue: 12
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0029
  article-title: Fuzzy adaptive event-triggered secure control for stochastic nonlinear high-order mass subject to dos attacks and actuator faults
  publication-title: IEEE Trans. Fuzzy Syst.
  doi: 10.1109/TFUZZ.2020.3028657
– volume: 51
  start-page: 943
  issue: 2
  year: 2019
  ident: 10.1016/j.amc.2023.128127_bib0035
  article-title: Stabilization of networked control systems with hybrid-driven mechanism and probabilistic cyber attacks
  publication-title: IEEE Trans. Syst. Man Cybern.: Syst.
  doi: 10.1109/TSMC.2018.2888633
– volume: 94
  start-page: 2127
  year: 2018
  ident: 10.1016/j.amc.2023.128127_bib0010
  article-title: Distributed finite-time control for arbitrary switched nonlinear multi-agent systems: an observer-based approach
  publication-title: Nonlinear Dyn.
  doi: 10.1007/s11071-018-4479-4
– start-page: 911
  year: 2009
  ident: 10.1016/j.amc.2023.128127_bib0031
– year: 2022
  ident: 10.1016/j.amc.2023.128127_bib0008
  article-title: Sampled-data consensus protocols for a class of second-order switched nonlinear multiagent systems
  publication-title: IEEE Trans. Cybernet., 10.1109/TCYB.2022.3163157
– volume: 459
  start-page: 369
  year: 2018
  ident: 10.1016/j.amc.2023.128127_bib0022
  article-title: Event-based robust stabilization of uncertain networked control systems under quantization and denial-of-service attacks
  publication-title: Inf. Sci. (Ny)
  doi: 10.1016/j.ins.2018.05.019
– volume: 8
  start-page: 1941
  issue: 2
  year: 2021
  ident: 10.1016/j.amc.2023.128127_bib0037
  article-title: Event-triggered adaptive fault-tolerant pinning control for cluster consensus of heterogeneous nonlinear multi-agent systems under aperiodic dos attacks
  publication-title: IEEE Trans. Network Sci. Eng.
  doi: 10.1109/TNSE.2021.3077766
– volume: 10
  start-page: 1395
  issue: 2
  year: 2017
  ident: 10.1016/j.amc.2023.128127_bib0005
  article-title: Multi-agent consensus design for heterogeneous energy storage devices with droop control in smart grids
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2017.2765241
– volume: 49
  start-page: 1501
  issue: 4
  year: 2018
  ident: 10.1016/j.amc.2023.128127_bib0038
  article-title: Consensus of heterogeneous linear multiagent systems subject to aperiodic sampled-data and dos attack
  publication-title: IEEE Trans. Cybern.
  doi: 10.1109/TCYB.2018.2806387
– start-page: 691
  year: 2018
  ident: 10.1016/j.amc.2023.128127_bib0030
– volume: 53
  start-page: 199
  issue: 1
  year: 2022
  ident: 10.1016/j.amc.2023.128127_bib0019
  article-title: Command filter-based adaptive neural finite-time control for stochastic nonlinear systems with time-varying full state constraints and asymmetric input saturation
  publication-title: Int. J. Syst. Sci.
  doi: 10.1080/00207721.2021.1943562
– year: 2023
  ident: 10.1016/j.amc.2023.128127_bib0020
  article-title: Event-Triggered Adaptive Decentralized Control of Interconnected Nonlinear Systems with Bouc-Wen Hysteresis Input
  publication-title: Int. J. Syst. Sci.
  doi: 10.1080/00207721.2023.2169845
– volume: 30
  start-page: 1534
  issue: 4
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0033
  article-title: Resilient control of networked control systems under deception attacks: a memory-event-triggered communication scheme
  publication-title: Int. J. Robust Nonlinear Control
  doi: 10.1002/rnc.4837
– volume: 459
  start-page: 168
  year: 2018
  ident: 10.1016/j.amc.2023.128127_bib0034
  article-title: Stability analysis of token-based wireless networked control systems under deception attacks
  publication-title: Inf. Sci. (Ny)
  doi: 10.1016/j.ins.2018.04.085
– volume: 53
  start-page: 1545
  issue: 7
  year: 2022
  ident: 10.1016/j.amc.2023.128127_bib0013
  article-title: Adaptive neural decentralised control for switched interconnected nonlinear systems with backlash-like hysteresis and output constraints
  publication-title: Int. J. Syst. Sci.
  doi: 10.1080/00207721.2021.2017063
– volume: 52
  start-page: 1499
  issue: 8
  year: 2021
  ident: 10.1016/j.amc.2023.128127_bib0014
  article-title: Adaptive fuzzy hierarchical sliding mode control of uncertain under-actuated switched nonlinear systems with actuator faults
  publication-title: Int. J. Syst. Sci.
  doi: 10.1080/00207721.2020.1831645
– volume: 290
  start-page: 56
  year: 2016
  ident: 10.1016/j.amc.2023.128127_bib0039
  article-title: Fuzzy adaptive quantized output feedback tracking control for switched nonlinear systems with input quantization
  publication-title: Fuzzy Sets Syst.
  doi: 10.1016/j.fss.2015.07.012
– volume: 29
  start-page: 2916
  issue: 10
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0041
  article-title: Fuzzy-approximation-based distributed fault-tolerant consensus for heterogeneous switched nonlinear multiagent systems
  publication-title: IEEE Trans. Fuzzy Syst.
  doi: 10.1109/TFUZZ.2020.3009730
– volume: 580
  start-page: 756
  year: 2021
  ident: 10.1016/j.amc.2023.128127_bib0015
  article-title: Sliding-mode surface-based adaptive actor-critic optimal control for switched nonlinear systems with average dwell time
  publication-title: Inf. Sci. (Ny)
  doi: 10.1016/j.ins.2021.08.062
– year: 2022
  ident: 10.1016/j.amc.2023.128127_bib0018
  article-title: Fully distributed consensus of switched heterogeneous nonlinear multi-agent systems with bouc-wen hysteresis input
  publication-title: IEEE Trans. Netw. Sci. Eng., 10.1109/TNNLS.2022.3183991
– volume: 18
  start-page: 2061
  issue: 8
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0009
  article-title: Fixed-time output feedback consensus of second-order multi-agent systems with settling time estimation
  publication-title: Int. J. Control Autom. Syst.
  doi: 10.1007/s12555-019-0384-y
– volume: 10
  start-page: 82
  issue: 1
  year: 2006
  ident: 10.1016/j.amc.2023.128127_bib0024
  article-title: Denial-of-service attack-detection techniques
  publication-title: IEEE Internet Comput.
  doi: 10.1109/MIC.2006.5
– volume: 15
  start-page: 1048
  issue: 1
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0023
  article-title: Finite-time stability under denial of service
  publication-title: IEEE Syst. J.
  doi: 10.1109/JSYST.2020.2992702
– volume: 33
  start-page: 5467
  issue: 10
  year: 2021
  ident: 10.1016/j.amc.2023.128127_bib0011
  article-title: A separation-based methodology to consensus tracking of switched high-order nonlinear multiagent systems
  publication-title: IEEE Trans. Neural Netw. Learn. Syst.
  doi: 10.1109/TNNLS.2021.3070824
– volume: 31
  start-page: 1757
  issue: 5
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0001
  article-title: Finite-time consensus of second-order switched nonlinear multi-agent systems
  publication-title: IEEE Trans. Neural Netw. Learn. Syst.
  doi: 10.1109/TNNLS.2019.2920880
– volume: 5
  start-page: 665
  issue: 2
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0007
  article-title: Sparse linear injection attack on multi-agent consensus control systems
  publication-title: IEEE Control Syst. Lett.
  doi: 10.1109/LCSYS.2020.3004920
– volume: 415
  start-page: 157
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0002
  article-title: Event-triggered adaptive consensus tracking control for nonlinear switching multi-agent systems
  publication-title: Neurocomputing
  doi: 10.1016/j.neucom.2020.07.032
– start-page: 1
  year: 2018
  ident: 10.1016/j.amc.2023.128127_bib0006
  article-title: Multi-agent distributed service restoration scheme for distribution systems with embedded microgrids
  publication-title: IEEE/PES Trans. Distribut. Conf. Exposit. (T&D)
– volume: 539
  start-page: 126163
  issue: 28
  year: 2023
  ident: 10.1016/j.amc.2023.128127_bib0021
  article-title: Event-triggered optimal decentralized control for stochastic interconnected nonlinear systems via adaptive dynamic programming
  publication-title: Neurocomputing
  doi: 10.1016/j.neucom.2023.03.024
– year: 2022
  ident: 10.1016/j.amc.2023.128127_bib0042
  article-title: Hierarchical sliding-mode surface-based adaptive actor-critic optimal control for switched nonlinear systems with unknown perturbation
  publication-title: IEEE Trans. Neural Network and Learn. Syst., 10.1109/TNNLS.2022.3183991
– volume: 15
  start-page: 5126
  issue: 4
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0040
  article-title: Decentralized sampled-data control for cyber-physical systems subject to dos attacks
  publication-title: IEEE Syst. J.
  doi: 10.1109/JSYST.2020.3019939
– volume: 7
  start-page: 51691
  year: 2019
  ident: 10.1016/j.amc.2023.128127_bib0025
  article-title: Comprehensive review of artificial intelligence and statistical approaches in distributed denial of service attack and defense methods
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2019.2908998
– volume: 631
  start-page: 256
  year: 2023
  ident: 10.1016/j.amc.2023.128127_bib0004
  article-title: Adaptive Neural Self-Triggered Bipartite Secure Control for Nonlinear MASs Subject to DoS Attacks
  publication-title: Inf. Sci.
  doi: 10.1016/j.ins.2023.02.058
– volume: 51
  start-page: 2916
  issue: 6
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0036
  article-title: Distributed secure consensus control with event-triggering for multiagent systems under dos attacks
  publication-title: IEEE Trans. Cybern.
  doi: 10.1109/TCYB.2020.2979342
– volume: 416
  start-page: 95
  year: 2020
  ident: 10.1016/j.amc.2023.128127_bib0045
  article-title: Leader-following secure consensus for second-order multi-agent systems with nonlinear dynamics and event-triggered control strategy under dos attack
  publication-title: Neurocomputing
  doi: 10.1016/j.neucom.2019.01.113
– volume: 28
  start-page: 632
  issue: 4
  year: 2019
  ident: 10.1016/j.amc.2023.128127_bib0016
  article-title: Fuzzy approximation based asymptotic tracking control for a class of uncertain switched nonlinear systems
  publication-title: IEEE Trans. Fuzzy Syst.
  doi: 10.1109/TFUZZ.2019.2912138
– start-page: 1
  year: 2022
  ident: 10.1016/j.amc.2023.128127_bib0028
  article-title: Output reachable set synthesis of event-triggered control for singular markov jump systems under multiple cyber-attacks
  publication-title: IEEE/ACM Trans. Network.
– year: 2022
  ident: 10.1016/j.amc.2023.128127_bib0043
  article-title: Observer-based adaptive fuzzy hierarchical sliding mode control of uncertain under-actuated switched nonlinear systems with input quantization
  publication-title: Int. J. Robust Nonlinear Control, 10.1002/rnc.6269
  doi: 10.1002/rnc.6269
– volume: 47
  start-page: 2099
  issue: 8
  year: 2017
  ident: 10.1016/j.amc.2023.128127_bib0003
  article-title: Output containment control of linear heterogeneous multi-agent systems using internal model principle
  publication-title: IEEE Trans. Cybern.
  doi: 10.1109/TCYB.2016.2641394
– volume: 31
  start-page: 1817
  issue: 6
  year: 2021
  ident: 10.1016/j.amc.2023.128127_bib0032
  article-title: A data-based private learning framework for enhanced security against replay attacks in cyber-physical systems
  publication-title: Int. J. Robust Nonlinear Control
  doi: 10.1002/rnc.5040
– start-page: 1
  year: 2022
  ident: 10.1016/j.amc.2023.128127_bib0012
  article-title: Data-driven-based event-triggered optimal control of unknown nonlinear systems with input constraints
  publication-title: Nonlinear Dyn.
SSID ssj0007614
Score 2.6344855
Snippet •Different from the nonlinear MAS in [8] whose all agents are second-order, in this paper, the considered MAS consists of first-order and second-order agents...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 128127
SubjectTerms Denial-of-service(DoS) attacks
Heterogeneous multiagent systems(MASs)
Input quantization
Neural network
Switched systems
Title Distributed consensus of heterogeneous switched nonlinear multiagent systems with input quantization and DoS attacks
URI https://dx.doi.org/10.1016/j.amc.2023.128127
Volume 456
WOSCitedRecordID wos001057786800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVESC
  databaseName: ScienceDirect Freedom Collection
  issn: 0096-3003
  databaseCode: AIEXJ
  dateStart: 19950101
  customDbUrl:
  isFulltext: true
  dateEnd: 99991231
  titleUrlDefault: https://www.sciencedirect.com
  omitProxy: false
  ssIdentifier: ssj0007614
  providerName: Elsevier
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Nb9QwELWWlgMcEJ9q-ZIPnKhSZe1kbR-rtrQgUSFtkXKLXNsRqdrsskmW9t93HNvZbAsIkLhEkRV7Lc_byfNk5hmhd-JMEK21jJKiiGGDAndcGhlpyRQvUiljpbrDJtjJCc8y8WU0WoZamOUFqyp-dSXm_9XU0AbGtqWzf2HuflBogHswOlzB7HD9I8MfWClce4qVsQVrNnRct7XjhLCGM-hnbNpr_aO0BtM7lRPLkAuXXChtrZUXePalb2U1b7vyy6rxVZsugXk23ZFNY4v0hxQ38NrLXhC2DsVzMMzah_-jtgvUTr-V1-0ggt01Zq2e-bdqF-93PukYJvG9XLVnrYOzb_HhC0J9HV8fUwt1NWtpn3ZjFdE4pkM_nTgF8js-34UfznflpZWkJHTXfhx0ggO3pLSndlw7LOy7YiIm6T20SVgqwBtu7n08zD7173A2carwYR7he3iXGXjrh37OaAYs5fQxeuS3F3jPweIJGpnqKXr4eWWKZ6gZAAT3AMGzAq8BBAeA4B4geAUQ7AGCLUBwBxA8BAgGi2MACPYAeY6-fjg83T-O_NkbkSKCNZEwnCdcEqMnRjMNntoKMcL_lwrgvJoYBsSPyomSwAh1IRkF1jM2gsKOm-jY0BdoA6ZnthAen4GXVzoWVCYJgXHSsSYpZ1xJlpqYbaM4rF-uvDC9PR_lIg8ZiOc5LHlulzx3S76N3vdd5k6V5XcPJ8EouaeVji7mgKBfd3v5b91eoQcrmL9GG82iNW_QfbVsynrx1uPsBkmiorE
linkProvider Elsevier
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=Distributed+consensus+of+heterogeneous+switched+nonlinear+multiagent+systems+with+input+quantization+and+DoS+attacks&rft.jtitle=Applied+mathematics+and+computation&rft.au=Guo%2C+Shiyu&rft.au=Zhao%2C+Xudong&rft.au=Wang%2C+Huanqing&rft.au=Xu%2C+Ning&rft.date=2023-11-01&rft.pub=Elsevier+Inc&rft.issn=0096-3003&rft.volume=456&rft_id=info:doi/10.1016%2Fj.amc.2023.128127&rft.externalDocID=S0096300323002965
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0096-3003&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0096-3003&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0096-3003&client=summon