TY - JOUR
T1 - A discontinuous Lyapunov function approach for hybrid event-triggered control of T-S fuzzy systems
AU - Fei, Zhongyang
AU - Guan, Chaoxu
AU - Zheng, Wei Xing
PY - 2022
Y1 - 2022
N2 - This article addresses the H∞ control issue for Takagi-Sugeno (T-S) fuzzy systems via an event-triggered control mechanism. First, a hybrid event-triggered control strategy combined with an adaptively adjusted approach is proposed, by which the data transmission can be effectively reduced, and meanwhile, the Zeno behavior is excluded. Then, a discontinuous Lyapunov function is constructed for the resulting hybrid event-triggered control system, and a novel lemma is developed for studying the exponential stability and disturbance attenuation performance. By utilizing a time-varying variable to manage the error during the interevent intervals together with using the newly proposed lemma, sufficient criteria are established for the stability and control design of the event-triggered T-S fuzzy system with the imperfect premise matching. Finally, numerical simulations are presented to illustrate the usefulness and advantages of the obtained theorems.
AB - This article addresses the H∞ control issue for Takagi-Sugeno (T-S) fuzzy systems via an event-triggered control mechanism. First, a hybrid event-triggered control strategy combined with an adaptively adjusted approach is proposed, by which the data transmission can be effectively reduced, and meanwhile, the Zeno behavior is excluded. Then, a discontinuous Lyapunov function is constructed for the resulting hybrid event-triggered control system, and a novel lemma is developed for studying the exponential stability and disturbance attenuation performance. By utilizing a time-varying variable to manage the error during the interevent intervals together with using the newly proposed lemma, sufficient criteria are established for the stability and control design of the event-triggered T-S fuzzy system with the imperfect premise matching. Finally, numerical simulations are presented to illustrate the usefulness and advantages of the obtained theorems.
UR - https://hdl.handle.net/1959.7/uws:75151
U2 - 10.1109/TSMC.2021.3062993
DO - 10.1109/TSMC.2021.3062993
M3 - Article
SN - 2168-2216
VL - 52
SP - 3151
EP - 3162
JO - IEEE Transactions on Systems, Man, and Cybernetics: Systems
JF - IEEE Transactions on Systems, Man, and Cybernetics: Systems
IS - 5
ER -