DocumentCode :
3121093
Title :
Digital controller design for fuzzy systems with packet loss: Intelligent digital redesign approach
Author :
Koo, Geun Bum ; Park, Jin Bae ; Joo, Young Hoon ; Jeon, Hyoung Seok
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
fYear :
2011
fDate :
27-30 June 2011
Firstpage :
1989
Lastpage :
1993
Abstract :
In this paper, a novel digital controller is proposed for the nonlinear systems with packet loss using the intelligent digital redesign (IDR). For the fuzzy controller, the nonlinear system is represented by a Takagi-Sugeno (T-S) fuzzy model. The IDR technique is to convert a pre-designed analog controller into an equivalent digital controller. For this technique, the discretized models of the analog and digital closed-loop system are presented, respectively. The digital control gain is obtained to minimize the norm error between the state of the analog and digital closed-loop systems and stabilize the digital closed-loop system. Its sufficient conditions are derived in terms of linear matrix inequalities (LMIs). Finally, a numerical example is provided to verify the effectiveness of the proposed technique.
Keywords :
closed loop systems; control system synthesis; digital control; fuzzy systems; linear matrix inequalities; networked control systems; nonlinear control systems; Takagi-Sugeno fuzzy model; analog closed loop system; digital closed loop system; digital control gain; digital controller design; fuzzy systems; intelligent digital redesign approach; linear matrix inequalities; nonlinear systems; packet loss; predesigned analog controller; Artificial intelligence; Digital control; Fuzzy systems; Linear matrix inequalities; Nonlinear systems; Stability analysis; Takagi-Sugeno (T-S) fuzzy model; intelligent digital redesign (IDR); linear matrix inequality (LMI); packet loss;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
ISSN :
1098-7584
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
Type :
conf
DOI :
10.1109/FUZZY.2011.6007538
Filename :
6007538
Link To Document :
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