Adaptive Finite-Time Fuzzy Funnel Control for Nonaffine Nonlinear Systems

被引：174

作者：

Liu, Cungen ^{[1
]}

Wang, Huanqing ^{[1
]}

Liu, Xiaoping ^{[1
,2
]}

Zhou, Yucheng ^{[1
]}

机构：

[1] Shandong Jianzhu Univ, Sch Informat & Elect Engn, Jinan 250101, Peoples R China

[2] Lakehead Univ, Fac Engn, Thunder Bay, ON P7B 5E1, Canada

来源：

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2021年 / 51卷 / 05期

基金：

中国国家自然科学基金;

关键词：

Nonlinear systems; Backstepping; Adaptive systems; Control design; Fuzzy logic; Closed loop systems; Steady-state; finite time; funnel control; nonaffine structure;

D O I：

10.1109/TSMC.2019.2917547

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper, for the first time, presents an adaptive finite-time fuzzy funnel controller for nonaffine nonlinear systems via backstepping. To ensure the tracking error with prescribed boundedness, a modified transformation for funnel error is developed and embedded in the procedure of control design. The unknown packaged nonlinear functions appeared in the controller design process are approximated by using fuzzy logic systems. It is proved that the proposed method guarantees that the output tracking error falls within a preset funnel and all signals in the closed-loop system are semi-globally practically finite-time bounded (SGPFB). Simulations are carried out to demonstrate the effectiveness of the controller design scheme.

引用

页码：2894 / 2903

页数：10

共 59 条

[1]

Akrad A., 2009, P IEEE INT EL MACH D, P805

[2] Adaptive output feedback neural network control of uncertain non-affine systems with unknown control direction [J].

Arefi, Mohammad M. ;

Zarei, Jafar ;

Karimi, Hamid R. .

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2014, 351 (08) :4302-4316

[3]

Athans M., 2013, Optimal Control: An Introduction To the Theory and Its Applications

[4] On position/force tracking control problem of cooperative robot manipulators using adaptive fuzzy backstepping approach [J].

Baigzadehnoe, Barmak ;

Rahmani, Zahra ;

Khosravi, Alireza ;

Rezaie, Behrooz .

ISA TRANSACTIONS, 2017, 70 :432-446

[5] Funnel control for nonlinear systems with known strict relative degree [J].

Berger, Thomas ;

Huy Hoang Le ;

Reis, Timo .

AUTOMATICA, 2018, 87 :345-357

[6] Robust adaptive neural network-based trajectory tracking control approach for nonholonomic electrically driven mobile robots [J].

Boukens, Mohamed ;

Boukabou, Abdelkrim ;

Chadli, Mohammed .

ROBOTICS AND AUTONOMOUS SYSTEMS, 2017, 92 :30-40

[7] Adaptive Consensus Control for a Class of Nonlinear Multiagent Time-Delay Systems Using Neural Networks [J].

Chen, C. L. Philip ;

Wen, Guo-Xing ;

Liu, Yan-Jun ;

Wang, Fei-Yue .

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 25 (06) :1217-1226

[8] Fuzzy Neural Network-Based Adaptive Control for a Class of Uncertain Nonlinear Stochastic Systems [J].

Chen, C. L. Philip ;

Liu, Yan-Jun ;

Wen, Guo-Xing .

IEEE TRANSACTIONS ON CYBERNETICS, 2014, 44 (05) :583-593

[9] Adaptive echo state network control for a class of pure-feedback systems with input and output constraints [J].

Chen, Qiang ;

Shi, Linlin ;

Na, Jing ;

Ren, Xuemei ;

Nan, Yurong .

NEUROCOMPUTING, 2018, 275 :1370-1382

[10] Robust finite-time chaos synchronization of uncertain permanent magnet synchronous motors [J].

Chen, Qiang ;

Ren, Xuemei ;

Na, Jing .

ISA TRANSACTIONS, 2015, 58 :262-269

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