DocumentCode
1827791
Title
Control of Depth of Anesthesia using MUSMAR - Exploring Electromyography and the Analgesic dose as Accessible Disturbances
Author
Nunes, C.S. ; Mendonca, T. ; Lemos, Joao M. ; Amorim, P.
Author_Institution
Univ. do Porto, Porto
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
1574
Lastpage
1577
Abstract
The problem of controlling the level of depth of anesthesia measured by the bispectral index (BIS) of the electroencephalogram of patients under general anesthesia, is considered. It is assumed that the manipulated variable is the infusion rate of the hypnotic drug propofol, while the drug remifentanil is also administered for analgesia. Since these two drugs interact, the administration rate of remifentanil is considered as an accessible disturbance in combination with the level of electromyography (EMG) that also interferes with the BIS signal. In order to tackle the high uncertainty present on the system, the predictive adaptive controller MUSMAR is used. The performance of the controller is illustrated by means of simulation with 45 patient individual adjusted models, which incorporate the effect of the drugs interaction on BIS. This controller structure proved to be robust to the EMG and remifentanil disturbances, patient variability, changing reference values and noise.
Keywords
adaptive control; drugs; electroencephalography; electromyography; medical control systems; MUSMAR; analgesia; analgesic dose; bispectral index; electroencephalogram; electromyography; general anesthesia; hypnotic drug infusion rate; predictive adaptive controller; propofol; remifentanil; Adaptive control; Adaptive systems; Anesthesia; Brain modeling; Control systems; Drugs; Electric variables control; Electromyography; Programmable control; Uncertainty; Algorithms; Anesthetics, Intravenous; Conscious Sedation; Diagnosis, Computer-Assisted; Dose-Response Relationship, Drug; Drug Interactions; Drug Therapy, Computer-Assisted; Electromyography; Feasibility Studies; Humans; Piperidines; Propofol;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4352605
Filename
4352605
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