DocumentCode
424756
Title
Controlling drug infusion biological systems FREN with sliding bounds
Author
Treesatayapun, Chidentree
Author_Institution
Fac. of Electr. Eng., Chiang-Mai, Thailand
Volume
3
fYear
2004
fDate
June 30 2004-July 2 2004
Firstpage
2278
Abstract
A direct adaptive control for drug infusion of biological systems is presented. The proposed controller is accomplished using our adaptive network called fuzzy rules emulated network (FREN). The structure of FREN resembles the human knowledge in the form of fuzzy if-then rules. After selecting the initial value of network´s parameters, an on-line adaptive process based on Lyapunov´s criteria is performed to improve the controller performance. The control signal from FREN is designed to keep in the region which is calculated by the modified sliding mode control (SMC). The simulation results indicate that the proposed algorithm can satisfy the setting point and the robust performance.
Keywords
Lyapunov methods; adaptive control; biocontrol; drug delivery systems; fuzzy set theory; variable structure systems; Lyapunov criteria; direct adaptive control; drug infusion biological systems control; fuzzy if-then rules; fuzzy rules emulated network; modified sliding mode control; on-line adaptive process; sliding bounds;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2004. Proceedings of the 2004
Conference_Location
Boston, MA, USA
ISSN
0743-1619
Print_ISBN
0-7803-8335-4
Type
conf
Filename
1383801
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