Fuzzy logic system (FLS);
high-order systems;
input quantization;
predefined-time;
GLOBAL STABILIZATION;
POWER INTEGRATOR;
D O I:
10.1109/TFUZZ.2024.3431047
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
This article studies the problem of an adaptive fuzzy predefined-time tracking control approach for a type of uncertain nonstrict-feedback high-order nonlinear systems with input quantization. The considered plants contain unknown nonlinear functions, input quantization, and external disturbances. Based on the backstepping recursive technique and predefined-time stability criterion, a fuzzy adaptive predefined-time control strategy is presented. To address the difficulties posed by the uncertain nonlinearities within the original systems, the fuzzy logic systems are incorporated into estimate the unknown nonlinear functions, while power integrator technology is used to overcome the hurdle presented by high-order terms. Using the predefined-time Lyapunov stability theory, the system stability analysis is provided, and it is proved that all signals in the closed-loop system are bounded within the preset time interval. Ultimately, the effectiveness of the presented control approach is corroborated through numerical simulation.
机构:
Bohai Univ, Coll Math Sci, Jinzhou, Liaoning, Peoples R China
Beijing Jiaotong Univ, Sch Mech Elect & Control Engn, Beijing, Peoples R ChinaBohai Univ, Coll Math Sci, Jinzhou, Liaoning, Peoples R China
Xu, Ke
Wang, Huanqing
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h-index: 0
机构:
Bohai Univ, Coll Math Sci, Jinzhou, Liaoning, Peoples R ChinaBohai Univ, Coll Math Sci, Jinzhou, Liaoning, Peoples R China
Wang, Huanqing
Shen, Haikuo
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h-index: 0
机构:
Beijing Jiaotong Univ, Sch Mech Elect & Control Engn, Beijing, Peoples R ChinaBohai Univ, Coll Math Sci, Jinzhou, Liaoning, Peoples R China
机构:
Bohai Univ, Coll Engn, Jinzhou 121013, Liaoning, Peoples R ChinaBohai Univ, Coll Engn, Jinzhou 121013, Liaoning, Peoples R China
Yang, Haijiao
Shi, Peng
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机构:
Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA 5005, Australia
Victoria Univ, Coll Engn & Sci, Melbourne, Vic 8001, Australia
Harbin Engn Univ, Coll Automat, Harbin 150006, Heilongjiang, Peoples R ChinaBohai Univ, Coll Engn, Jinzhou 121013, Liaoning, Peoples R China
Shi, Peng
Zhao, Xudong
论文数: 0引用数: 0
h-index: 0
机构:
Bohai Univ, Coll Engn, Jinzhou 121013, Liaoning, Peoples R China
Chongqing SANY High Intelligent Robots Co Ltd, Chongqing 401120, Peoples R ChinaBohai Univ, Coll Engn, Jinzhou 121013, Liaoning, Peoples R China
Zhao, Xudong
Shi, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Tokai Univ, Grad Sch Sci & Technol, 9-1-1 Toroku, Kumamoto 8628652, JapanBohai Univ, Coll Engn, Jinzhou 121013, Liaoning, Peoples R China
机构:
Bohai Univ, Coll Engn, Jinzhou 121013, Peoples R China
Chongqing SANY High Intelligent Robots Co Ltd, Chongqing 401120, Peoples R ChinaBohai Univ, Coll Engn, Jinzhou 121013, Peoples R China
Zhao, Xudong
Yang, Haijiao
论文数: 0引用数: 0
h-index: 0
机构:
Bohai Univ, Coll Engn, Jinzhou 121013, Peoples R ChinaBohai Univ, Coll Engn, Jinzhou 121013, Peoples R China
Yang, Haijiao
Karimi, Hamid Reza
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h-index: 0
机构:
Univ Agder, Fac Sci & Technol, Dept Engn, N-4898 Grimstad, NorwayBohai Univ, Coll Engn, Jinzhou 121013, Peoples R China
Karimi, Hamid Reza
Zhu, Yanzheng
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin 150006, Peoples R ChinaBohai Univ, Coll Engn, Jinzhou 121013, Peoples R China