• 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