Novel quantized fuzzy adaptive design for nonlinear systems with sliding mode technique

被引:17
作者
Chen, Liheng [1 ]
Zhu, Yanzheng [1 ,2 ,3 ]
Ahn, Choon Ki [4 ]
机构
[1] Harbin Engn Univ, Coll Automat, Harbin 150001, Heilongjiang, Peoples R China
[2] Western Sydney Univ, Sch Comp Engn & Math, Sydney, NSW 2751, Australia
[3] Huaqiao Univ, Coll Mech Engn & Automat, Xiamen 361021, Peoples R China
[4] Korea Univ, Sch Elect Engn, Seoul 136701, South Korea
基金
中国国家自然科学基金; 新加坡国家研究基金会; 中国博士后科学基金;
关键词
Fuzzy logic systems (FLSs); Sliding mode control; Input nonlinearities; Signal quantization;
D O I
10.1007/s11071-019-04875-0
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This article examines the fuzzy adaptive design and the sliding mode control issue for a class of quantized systems subject to input nonlinearities. We establish a new quantized adaptive fuzzy law to approximate unstructured uncertainties, which uses quantized state signals instead of the real states. Then, we propose using the sliding mode control method with static logarithmic quantizer to eliminate the effects of input nonlinearities. Using the developed control scheme, quantized errors are compensated efficiently, and the designed sliding surface's reachability can be ascertained. Finally, we give a demonstrative example to verify the advantages and efficiency of the developed control approach.
引用
收藏
页码:1635 / 1648
页数:14
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