DocumentCode
3529443
Title
Robust control for propofol induced anesthesia based on Second-Order Sliding-Mode Control
Author
Gallardo Hernandez, Ana Gabriela ; Fridman, L. ; Eslava Escobar, Aldo ; Davila, Jorge ; Leder, Ron ; Revilla Monsalve, Cristina ; Islas Andrade, Sergio ; Hernandez, Ana Luisa
Author_Institution
Centro Medico Nac. Siglo XXI, Mexico City, Mexico
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
2864
Lastpage
2869
Abstract
The effect of anesthesia can be different in every patient. It is often the case that anesthesia has to be induced in emergency situations, where identification of the patient´s parameters cannot be done. It is preferable to have a controller insensitive to parameter variations, such as Second-Order Sliding-ModeControl (SOSMC). This kind of controller is also robust with respect to singular perturbations that may occur during surgery; therefore SOSMC is well suited to perform a closed loop propofol dosage. This in silico study tests the performance of an SOSMC for 4 different patients, to evaluate its insensibility to parameter variation (interpatient variability). SOSMC robustness with respect to perturbations is evaluated by a bleeding simulation, that changes the parameters of the pharmacokinetic model (intrapatient variability), and also by inducing a surgical stimuli.
Keywords
closed loop systems; medical control systems; parameter estimation; robust control; surgery; variable structure systems; SOSMC; anesthesia effect; bleeding simulation; closed loop propofol dosage; emergency situations; interpatient variability; parameter variations; patient parameter identification; pharmacokinetic model; propofol induced anesthesia; robust control; second-order sliding-mode control; singular perturbations; surgical stimuli; Anesthesia; Brain modeling; Drugs; Hemorrhaging; Monitoring; Robustness; Surgery;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6760318
Filename
6760318
Link To Document