Control of Nonlinear Networked Systems With Packet Dropouts: Interval Type-2 Fuzzy Model-Based Approach

被引:299
作者
Li, Hongyi [1 ]
Wu, Chengwei [2 ]
Shi, Peng [3 ,4 ]
Gao, Yabin [2 ]
机构
[1] Bohai Univ, Coll Engn, Jinzhou 121013, Peoples R China
[2] Bohai Univ, Coll Informat Sci & Technol, Jinzhou 121013, Peoples R China
[3] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA 5005, Australia
[4] Victoria Univ, Coll Engn & Sci, Melbourne, Vic 8001, Australia
基金
中国国家自然科学基金; 澳大利亚研究理事会;
关键词
Fuzzy control; interval type-2 (IT2); nonlinear discrete-time networked control system (NCS); packet dropouts; FEEDBACK-CONTROL; STABILITY ANALYSIS; CONTROL DESIGN; LMI; COMPENSATION; DELAYS;
D O I
10.1109/TCYB.2014.2371814
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the problem of fuzzy control for nonlinear networked control systems with packet dropouts and parameter uncertainties is studied based on the interval type-2 fuzzy-model-based approach. In the control design, the intermittent data loss existing in the closed-loop system is taken into account. The parameter uncertainties can be represented and captured effectively via the membership functions described by lower and upper membership functions and relative weighting functions. A novel fuzzy state-feedback controller is designed to guarantee the resulting closed-loop system to be stochastically stable with an optimal performance. Furthermore, to make the controller design more flexible, the designed controller does not need to share membership functions and amount of fuzzy rules with the model. Some simulation results are provided to demonstrate the effectiveness of the proposed results.
引用
收藏
页码:2378 / 2389
页数:12
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