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
Link To Document :
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