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Predictive Adaptive Control of the Bispectral Index of the EEG (BIS) – Using the Intravenous Anaesthetic Drug Propofol

  • Catarina S. Nunes
  • Teresa F. Mendonça
  • Hugo Magalhães
  • João M. Lemos
  • Pedro Amorim
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4252)

Abstract

The problem of controlling the level of unconsciousness measured by the Bispectral Index of the EEG (BIS) of patients under anaesthesia, 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 order to tackle the high uncertain 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 remifentanil disturbance, different reference values and noise. A reduction of propofol consumption was also observed when comparing to the real clinical dose used for a similar BIS trend.

Keywords

Controller Gain Recursive Little Square Bispectral Index Manipulate Variable Patient Model 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Catarina S. Nunes
    • 1
  • Teresa F. Mendonça
    • 1
    • 2
  • Hugo Magalhães
    • 1
    • 2
  • João M. Lemos
    • 3
  • Pedro Amorim
    • 4
  1. 1.Faculdade de Ciências da Universidade do Porto, Departamento de Matemática AplicadaPortoPortugal
  2. 2.UI&D Matemática e AplicaçõesUniversidade de AveiroPortugal
  3. 3.INESC-ID/ISTPortugal
  4. 4.Serviço de Anestesiologia, Hospital Geral de Santo AntónioPortugal

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