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author:

Qi, Yiwen (Qi, Yiwen.) [1] | Ji, Ming (Ji, Ming.) [2] | Tang, Yiwen (Tang, Yiwen.) [3] | Geng, Honglin (Geng, Honglin.) [4] | Qu, Ziyu (Qu, Ziyu.) [5] | Guo, Shitong (Guo, Shitong.) [6]

Indexed by:

EI Scopus SCIE

Abstract:

This paper studies the event-triggered control for uncertain switched systems under injection attacks. An adaptive event-triggered control method for neural network-approximated switched systems (NNA-SSs) is proposed. The main works are as follows: First, a neural network is introduced to approximate the uncertain nonlinear item of the systems. Second, the observer-based adaptive event-triggering (OB-AET) strategy is designed to efficiently utilize communication and computing resources. Furthermore, the closed-loop switched systems considering injection attacks are established. By utilizing the Lyapunov function method and average dwell time technique, sufficient conditions for the exponential stability of the closed-loop switched systems are given. Accordingly, the gains of the state feedback controllers and observers are solved. Finally, simulation examples are given to verify the effectiveness of the proposed method.

Keyword:

average dwell time technique false data injection attacks multiple Lyapunov functions observer-based adaptive event-triggering Switched systems uncertainty approximated by neural networks

Community:

  • [ 1 ] [Qi, Yiwen]Shenyang Aerosp Univ, Sch Automat, Shenyang 110136, Peoples R China
  • [ 2 ] [Ji, Ming]Shenyang Aerosp Univ, Sch Automat, Shenyang 110136, Peoples R China
  • [ 3 ] [Tang, Yiwen]Shenyang Aerosp Univ, Sch Automat, Shenyang 110136, Peoples R China
  • [ 4 ] [Geng, Honglin]Shenyang Aerosp Univ, Sch Automat, Shenyang 110136, Peoples R China
  • [ 5 ] [Qu, Ziyu]Shenyang Aerosp Univ, Sch Automat, Shenyang 110136, Peoples R China
  • [ 6 ] [Guo, Shitong]Shenyang Aerosp Univ, Sch Automat, Shenyang 110136, Peoples R China
  • [ 7 ] [Qi, Yiwen]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou, Fujian, Peoples R China

Reprint 's Address:

  • 齐义文

    [Qi, Yiwen]Shenyang Aerosp Univ, Sch Automat, Shenyang 110136, Peoples R China

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Source :

TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

ISSN: 0142-3312

Year: 2024

Issue: 13

Volume: 46

Page: 2627-2635

1 . 7 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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