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:
Harbin Inst Technol, Dept Control Sci & Engn, West Dazhi St 92,Box 327,Room 421, Harbin 150001, Heilongjiang, Peoples R ChinaHarbin Inst Technol, Dept Control Sci & Engn, West Dazhi St 92,Box 327,Room 421, Harbin 150001, Heilongjiang, Peoples R China
Gong, Youmin
Guo, Yanning
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Dept Control Sci & Engn, West Dazhi St 92,Box 327,Room 421, Harbin 150001, Heilongjiang, Peoples R ChinaHarbin Inst Technol, Dept Control Sci & Engn, West Dazhi St 92,Box 327,Room 421, Harbin 150001, Heilongjiang, Peoples R China
Guo, Yanning
Li, Dongyu
论文数: 0引用数: 0
h-index: 0
机构:
Beihang Univ, Sch Cyber Sci & Technol, Beijing, Peoples R ChinaHarbin Inst Technol, Dept Control Sci & Engn, West Dazhi St 92,Box 327,Room 421, Harbin 150001, Heilongjiang, Peoples R China
Li, Dongyu
Ma, Guangfu
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Dept Control Sci & Engn, West Dazhi St 92,Box 327,Room 421, Harbin 150001, Heilongjiang, Peoples R ChinaHarbin Inst Technol, Dept Control Sci & Engn, West Dazhi St 92,Box 327,Room 421, Harbin 150001, Heilongjiang, Peoples R China
Ma, Guangfu
Ran, Guangtao
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Dept Control Sci & Engn, West Dazhi St 92,Box 327,Room 421, Harbin 150001, Heilongjiang, Peoples R ChinaHarbin Inst Technol, Dept Control Sci & Engn, West Dazhi St 92,Box 327,Room 421, Harbin 150001, Heilongjiang, Peoples R China