TY - JOUR
T1 - A New Intermittent Event-Triggered Bounded Stabilization Approach for Stochastic T-S Fuzzy Systems with External Disturbances
AU - Liu, Jian
AU - Zhao, Gen
AU - Wu, Yongbao
AU - Sun, Changyin
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2023/5/1
Y1 - 2023/5/1
N2 - This article focuses on the bounded stabilization issue for stochastic Takagi-Sugeno (T-S) fuzzy systems with external disturbances under fuzzy intermittent event-triggered control. Different from the common intermittent control scheme, the intermittent control proposed is based on an event-triggered mechanism instead of a traditional time-triggered mechanism during the work intervals. As a result, it reduces unnecessary sampling times and resource waste to a great extent. Meanwhile, the minimum interexecution time is obtained for T-S fuzzy systems under the stochastic case. In addition, this article presents a novel Lyapunov function, which simplifies the proof compared to the traditional Lyapunov function for intermittent control. Based on the average control rate adopted and the Lyapunov method, a bounded stability criterion is established, which is less conservative. Then, a corollary is given under the fuzzy event-triggered control. Finally, an example is shown to illustrate the effectiveness of the results obtained.
AB - This article focuses on the bounded stabilization issue for stochastic Takagi-Sugeno (T-S) fuzzy systems with external disturbances under fuzzy intermittent event-triggered control. Different from the common intermittent control scheme, the intermittent control proposed is based on an event-triggered mechanism instead of a traditional time-triggered mechanism during the work intervals. As a result, it reduces unnecessary sampling times and resource waste to a great extent. Meanwhile, the minimum interexecution time is obtained for T-S fuzzy systems under the stochastic case. In addition, this article presents a novel Lyapunov function, which simplifies the proof compared to the traditional Lyapunov function for intermittent control. Based on the average control rate adopted and the Lyapunov method, a bounded stability criterion is established, which is less conservative. Then, a corollary is given under the fuzzy event-triggered control. Finally, an example is shown to illustrate the effectiveness of the results obtained.
KW - Bounded stability
KW - external disturbances
KW - intermittent event-triggered control
KW - stochastic Takagia-Sugeno (Ta-S) fuzzy systems
UR - https://www.scopus.com/pages/publications/85144068710
U2 - 10.1109/TSMC.2022.3221839
DO - 10.1109/TSMC.2022.3221839
M3 - 文章
AN - SCOPUS:85144068710
SN - 2168-2216
VL - 53
SP - 3031
EP - 3041
JO - IEEE Transactions on Systems, Man, and Cybernetics: Systems
JF - IEEE Transactions on Systems, Man, and Cybernetics: Systems
IS - 5
ER -