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

被引:18
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
新加坡国家研究基金会; 中国博士后科学基金; 中国国家自然科学基金;
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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[11]   Quantized Control Design for Cognitive Radio Networks Modeled as Nonlinear Semi-Markovian Jump Systems [J].
Li, Fanbiao ;
Shi, Peng ;
Wu, Ligang ;
Basin, Michael V. ;
Lim, Cheng-Chew .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (04) :2330-2340
[12]   Adaptive Sliding-Mode Control for Nonlinear Active Suspension Vehicle Systems Using T-S Fuzzy Approach [J].
Li, Hongyi ;
Yu, Jinyong ;
Hilton, Chris ;
Liu, Honghai .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (08) :3328-3338
[13]   Reliable Filter Design for Sensor Networks Using Type-2 Fuzzy Framework [J].
Liu, Jianxing ;
Wu, Chengwei ;
Wang, Zhenhuan ;
Wu, Ligang .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (04) :1742-1752
[14]   Fault Estimation Sliding-Mode Observer With Digital Communication Constraints [J].
Liu, Ming ;
Zhang, Lixian ;
Shi, Peng ;
Zhao, Yuxin .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 63 (10) :3434-3441
[15]   Fault reconstruction for stochastic hybrid systems with adaptive discontinuous observer and non-homogeneous differentiator [J].
Liu, Ming ;
Zhang, Lixian ;
Zheng, Wei Xing .
AUTOMATICA, 2017, 85 :339-348
[16]   Sliding mode control of continuous-time Markovian jump systems with digital data transmission [J].
Liu, Ming ;
Zhang, Lixian ;
Shi, Peng ;
Zhao, Yuxin .
AUTOMATICA, 2017, 80 :200-209
[17]   Further Results on Stabilization of Chaotic Systems Based on Fuzzy Memory Sampled-Data Control [J].
Liu, Yajuan ;
Park, Ju H. ;
Guo, Bao-Zhu ;
Shu, Yanjun .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 26 (02) :1040-1045
[18]   Design of an adaptive tracker for n-link rigid robotic manipulators based on super-twisting global nonlinear sliding mode control [J].
Mobayen, Saleh ;
Tchier, Fairouz ;
Ragoub, Lakhdar .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 48 (09) :1990-2002
[19]   Design of an adaptive chattering avoidance global sliding mode tracker for uncertain non-linear time-varying systems [J].
Mobayen S. ;
Tchier F. .
Transactions of the Institute of Measurement and Control, 2017, 39 (10) :1547-1558
[20]   Adaptive Output-Feedback Controller Design for Switched Nonlinear Stochastic Systems With a Modified Average Dwell-Time Method [J].
Niu, Ben ;
Karimi, Hamid Reza ;
Wang, Huanqing ;
Liu, Yanli .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (07) :1371-1382