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