Fuzzy adaptive control;
fuzzy logic systems (FLS);
switched nonstrict-feedback systems;
unknown dead zones;
NETWORK TRACKING CONTROL;
BACKSTEPPING CONTROL;
NEURAL-NETWORKS;
CONTROL DESIGN;
ROBUST-CONTROL;
STABILIZATION;
D O I:
10.1109/TFUZZ.2016.2516587
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
This paper studies adaptive fuzzy output feedback tracking control problem for nonstrict-feedback switched nonlinear systems. The switched systems under consideration contain unknown nonlinearities, unmeasured states, and unknown deadzones. Fuzzy logic systems are utilized to approximate the unknown nonlinearities, and a switched fuzzy state observer is designed, and thus, the immeasurable states are estimated via it. In the framework of observer-based output feedback control, and by using the certainty equivalence deadzone inverse, a novel adaptive fuzzy output feedback control design method with the parameters adaptation laws is developed. The stability of the closed-loop system and the convergence of the tracking error are proved based on Lyapunov function and the average dwell-time methods. Two simulation examples are provided to check the effectiveness of the proposed approach.
机构:
College of Information Science and Engineering, Northeastern University, Shenyang,110819, ChinaCollege of Information Science and Engineering, Northeastern University, Shenyang,110819, China
Wang, Yingchun
Zhang, Jiaxin
论文数: 0引用数: 0
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机构:
College of Information Science and Engineering, Northeastern University, Shenyang,110819, ChinaCollege of Information Science and Engineering, Northeastern University, Shenyang,110819, China
Zhang, Jiaxin
Zhang, Huaguang
论文数: 0引用数: 0
h-index: 0
机构:
College of Information Science and Engineering, Northeastern University, Shenyang,110819, ChinaCollege of Information Science and Engineering, Northeastern University, Shenyang,110819, China
Zhang, Huaguang
Xie, Xiangpeng
论文数: 0引用数: 0
h-index: 0
机构:
Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing,210003, ChinaCollege of Information Science and Engineering, Northeastern University, Shenyang,110819, China