DocumentCode :
3600889
Title :
Control of Nonlinear Networked Systems With Packet Dropouts: Interval Type-2 Fuzzy Model-Based Approach
Author :
Hongyi Li ; Chengwei Wu ; Peng Shi ; Yabin Gao
Author_Institution :
Coll. of Eng., Bohai Univ., Jinzhou, China
Volume :
45
Issue :
11
fYear :
2015
Firstpage :
2378
Lastpage :
2389
Abstract :
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.
Keywords :
closed loop systems; control system synthesis; discrete time systems; fuzzy control; networked control systems; nonlinear control systems; state feedback; closed-loop system; fuzzy control; fuzzy state-feedback controller; interval type-2 fuzzy model-based approach; membership function; nonlinear networked control system; packet dropout; relative weighting function; Aerospace electronics; Educational institutions; Frequency modulation; Fuzzy systems; Stability analysis; Symmetric matrices; Uncertain systems; Fuzzy control; interval type-2 (IT2); nonlinear discrete-time networked control system (NCS); nonlinear discrete-time networked control {system} (NCS); packet dropouts;
fLanguage :
English
Journal_Title :
Cybernetics, IEEE Transactions on
Publisher :
ieee
ISSN :
2168-2267
Type :
jour
DOI :
10.1109/TCYB.2014.2371814
Filename :
6971112
Link To Document :
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