DocumentCode :
2498825
Title :
Anesthesia Control Based on Intelligent Controllers
Author :
Eshghi, N. ; Aliyari, M. ; Teshnehlab, M.
Author_Institution :
Dept. of Biomed. Eng., K.N. Toosi Univ. of Technol., Tehran, Iran
fYear :
2009
fDate :
11-13 June 2009
Firstpage :
1
Lastpage :
4
Abstract :
Monitoring and controlling the depth of anesthesia in surgery is so important. Compartmental models are well suited for closed-loop control of drug administration. In this paper, we develop a neural network and a fuzzy controller for nonlinear and compartmental system with nonnegative control input. In addition, the controllers guarantee that the physical system states remain in the nonnegative state space. After that, the proposed approaches are used to control the infusion of the anesthetic drug propofol in order to maintain a desired constant level of the depth of anesthesia for noncardiac surgery. In the end, this goal can be reached that intelligent systems are better than classic adaptive controller in adjustment of anesthesia with suitable condition of patient.
Keywords :
closed loop systems; drugs; electroencephalography; fuzzy control; intelligent control; medical control systems; neural nets; patient monitoring; surgery; anesthesia control; closed-loop control; compartmental models; drug administration; fuzzy controller; intelligent controllers; neural network; propofol; surgery; Anesthesia; Control systems; Drugs; Fuzzy control; Fuzzy neural networks; Intelligent control; Monitoring; Neural networks; Nonlinear control systems; Surgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedical Engineering , 2009. ICBBE 2009. 3rd International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2901-1
Electronic_ISBN :
978-1-4244-2902-8
Type :
conf
DOI :
10.1109/ICBBE.2009.5162370
Filename :
5162370
Link To Document :
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