Resilient Recursive Filter Design for Complex Networks With Event-Triggering Random Access Scheme and Random Coupling Strengths

In this article, a recursive filter (RF) is designed for randomly coupled complex networks (CNs) subject to deception attacks under limited network bandwidth. It is assumed that the coupling strengths between nodes conform to a uniform distribution that is mutually independent. A hybrid scheduling s...

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Published inIEEE systems journal Vol. 18; no. 1; pp. 725 - 736
Main Authors Zha, Lijuan, Miao, Jinzhao, Liu, Jinliang, Xie, Xiangpeng, Tian, Engang
Format Journal Article
LanguageEnglish
Published New York IEEE 01.03.2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Bandwidth
Complex networks
Complex networks (CNs)
Coupling
Couplings
Covariance
Data transmission
deception attacks
Difference equations
Event detection
event-triggered control
Filter design (mathematics)
IIR filters
Measurement uncertainty
Protocols
Radio frequency
Random access
random access (RA) protocol
Random access memory
recursive filter (RF)
Scheduling
Security
Upper bounds
Online AccessGet full text
ISSN1932-8184
1937-9234
DOI10.1109/JSYST.2024.3357901

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Abstract In this article, a recursive filter (RF) is designed for randomly coupled complex networks (CNs) subject to deception attacks under limited network bandwidth. It is assumed that the coupling strengths between nodes conform to a uniform distribution that is mutually independent. A hybrid scheduling scheme including the event-triggering scheme and the RA protocol is developed to alleviate the burden of network data transmission. An RF method for each node will be created, which can capably restrict the maximum of filtering errors (FEs) under the random coupling, deception attacks, and hybrid scheduling scheme. The solution to difference equations yields the upper bound of FE covariance. The satisfactory filter parameters are derived by minimizing this upper bound. The verification of mean-square boundedness of FE covariance is confirmed under specific assumptions. Finally, the validity of the proposed RF is evidenced by a simulation example.
AbstractList In this article, a recursive filter (RF) is designed for randomly coupled complex networks (CNs) subject to deception attacks under limited network bandwidth. It is assumed that the coupling strengths between nodes conform to a uniform distribution that is mutually independent. A hybrid scheduling scheme including the event-triggering scheme and the RA protocol is developed to alleviate the burden of network data transmission. An RF method for each node will be created, which can capably restrict the maximum of filtering errors (FEs) under the random coupling, deception attacks, and hybrid scheduling scheme. The solution to difference equations yields the upper bound of FE covariance. The satisfactory filter parameters are derived by minimizing this upper bound. The verification of mean-square boundedness of FE covariance is confirmed under specific assumptions. Finally, the validity of the proposed RF is evidenced by a simulation example.
Author Liu, Jinliang
Tian, Engang
Miao, Jinzhao
Zha, Lijuan
Xie, Xiangpeng
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SubjectTerms Bandwidth
Complex networks
Complex networks (CNs)
Coupling
Couplings
Covariance
Data transmission
deception attacks
Difference equations
Event detection
event-triggered control
Filter design (mathematics)
IIR filters
Measurement uncertainty
Protocols
Radio frequency
Random access
random access (RA) protocol
Random access memory
recursive filter (RF)
Scheduling
Security
Upper bounds
Title Resilient Recursive Filter Design for Complex Networks With Event-Triggering Random Access Scheme and Random Coupling Strengths
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Volume 18
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