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author:

Qi, Yiwen (Qi, Yiwen.) [1] (Scholars:齐义文) | Geng, Honglin (Geng, Honglin.) [2] | Xing, Ning (Xing, Ning.) [3] | Huang, Jie (Huang, Jie.) [4] (Scholars:黄捷) | Huang, Yanwei (Huang, Yanwei.) [5] (Scholars:黄宴委)

Indexed by:

EI Scopus SCIE

Abstract:

The openness of networks renders them vulnerable to various forms of attacks. When networked switched systems (NSS) suffer from denial of service (DoS) attacks and delays, the real-time property of the dataset decreases, greatly affecting the control performance. To address this issue, this article proposes a switched adaptive dynamic programming (ADP) predictive control method. An event-triggered mechanism is designed to reduce unnecessary waste of network transmission resources. A predictive mechanism is designed to accurately reconstruct the missing system state and switching signal under DoS network attacks. Then, the reconstructed data are applied to train the actor and critic neural networks, which are used to approximate the optimal control policy and performance index function (PIF) of the NSS, respectively. Furthermore, the iterative convergence of the switched ADP algorithm is proved. Finally, a numerical example is provided to verify the effectiveness of the proposed method.

Keyword:

DoS attacks networked system optimal security control predictive control method switched system

Community:

  • [ 1 ] [Qi, Yiwen]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou, Peoples R China
  • [ 2 ] [Huang, Jie]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou, Peoples R China
  • [ 3 ] [Huang, Yanwei]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou, Peoples R China
  • [ 4 ] [Qi, Yiwen]Shenyang Aerosp Univ, Sch Automat, Shenyang, Peoples R China
  • [ 5 ] [Geng, Honglin]Shenyang Aerosp Univ, Sch Automat, Shenyang, Peoples R China
  • [ 6 ] [Xing, Ning]Shenyang Aerosp Univ, Sch Automat, Shenyang, Peoples R China
  • [ 7 ] [Qi, Yiwen]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 8 ] [Huang, Jie]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China

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Source :

INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

ISSN: 1049-8923

Year: 2023

Issue: 16

Volume: 33

Page: 9514-9531

3 . 2

JCR@2023

3 . 2 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:35

JCR Journal Grade:1

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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