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Author:

Sun, H. (Sun, H..) | Han, H.-G. (Han, H.-G..) | Qiao, J.-F. (Qiao, J.-F..)

Indexed by:

EI Scopus SCIE

Abstract:

This paper addressed the observer-based control problem for Takagi-Sugeno (T-S) fuzzy systems with stochastic packet losses. More specifically, an sampled-data (SD) control technique is introduced to reduce the burden of the limited bandwidth of the network, a general consecutive packet loss model is used to represent the stochastic packet loss behavior between sensor-to-controller and controller-to-actuator, and an observer scheme based on received SD output information is used to obtain the estimated system states. Based on the above scenarios, an exact discrete-time model approach is developed for stabilizing networked T-S fuzzy systems. First, the considered system with the observer-based control scheme is transformed into its discrete-time model such that subsequent analysis will be carried out in the discrete-time domain. On this basis, stability criteria are derived by fully considering the probability distribution of consecutive packet losses. Furthermore, an observer-based controller is designed by introducing some auxiliary matrices. Finally, the correctness and practicability of the designed controller is demonstrated by a mass-spring-damper system. © 2023 Elsevier Inc.

Keyword:

Exact discrete-time model Consecutive packet losses Observer-based control T-S fuzzy systems

Author Community:

  • [ 1 ] [Sun H.]Faculty of Information Technology, Beijing University of Technology, Beijing, 100124, China
  • [ 2 ] [Sun H.]Beijing Key Laboratory of Computational Intelligence, Beijing University of Technology, Beijing, 100124, China
  • [ 3 ] [Sun H.]Beijing Laboratory of Smart Environmental Protection, Beijing University of Technology, Beijing, 100124, China
  • [ 4 ] [Han H.-G.]Faculty of Information Technology, Beijing University of Technology, Beijing, 100124, China
  • [ 5 ] [Han H.-G.]Beijing Key Laboratory of Computational Intelligence, Beijing University of Technology, Beijing, 100124, China
  • [ 6 ] [Han H.-G.]Beijing Laboratory of Smart Environmental Protection, Beijing University of Technology, Beijing, 100124, China
  • [ 7 ] [Qiao J.-F.]Faculty of Information Technology, Beijing University of Technology, Beijing, 100124, China
  • [ 8 ] [Qiao J.-F.]Beijing Key Laboratory of Computational Intelligence, Beijing University of Technology, Beijing, 100124, China
  • [ 9 ] [Qiao J.-F.]Beijing Laboratory of Smart Environmental Protection, Beijing University of Technology, Beijing, 100124, China

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Source :

Information Sciences

ISSN: 0020-0255

Year: 2023

Volume: 644

8 . 1 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:19

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 14

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 10

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