TY - JOUR
T1 - Adaptive fuzzy practical fixed-time control for uncertain nonlinear systems with actuator constraints
AU - You, Guodong
AU - Xu, Bin
AU - Cao, Yang
AU - Hou, Xiaoxin
AU - Zhao, Shuangle
N1 - Publisher Copyright:
© 2022 John Wiley & Sons Ltd.
PY - 2023/1
Y1 - 2023/1
N2 - This article addresses an adaptive fuzzy practical fixed-time tracking control for nonlinear systems with unknown actuator constraints and uncertainty functions. First, fuzzy logic systems (FLSs) are used to identify uncertain functions. Then, by utilizing FLSs, backstepping technique, and finite-time stability theory, an adaptive fuzzy practical fixed-time control is proposed to obtain satisfactory tracking performance even when the actuator faults. The theoretical analysis verified that the closed-loop systems is practical fixed-time stable under the proposed control strategy, the tracking error converges to a small neighborhood of the origin in a fixed time, and the convergence time is independent of the state conditions. Finally, both numerical simulation and physical example demonstrates the effectiveness of the proposed control strategy.
AB - This article addresses an adaptive fuzzy practical fixed-time tracking control for nonlinear systems with unknown actuator constraints and uncertainty functions. First, fuzzy logic systems (FLSs) are used to identify uncertain functions. Then, by utilizing FLSs, backstepping technique, and finite-time stability theory, an adaptive fuzzy practical fixed-time control is proposed to obtain satisfactory tracking performance even when the actuator faults. The theoretical analysis verified that the closed-loop systems is practical fixed-time stable under the proposed control strategy, the tracking error converges to a small neighborhood of the origin in a fixed time, and the convergence time is independent of the state conditions. Finally, both numerical simulation and physical example demonstrates the effectiveness of the proposed control strategy.
KW - adaptive fuzzy control
KW - practical fixed-time stable
KW - uncertain nonlinear systems
KW - unknown actuator constraints
UR - http://www.scopus.com/inward/record.url?scp=85139068748&partnerID=8YFLogxK
U2 - 10.1002/acs.3509
DO - 10.1002/acs.3509
M3 - 文章
AN - SCOPUS:85139068748
SN - 0890-6327
VL - 37
SP - 20
EP - 37
JO - International Journal of Adaptive Control and Signal Processing
JF - International Journal of Adaptive Control and Signal Processing
IS - 1
ER -