• DocumentCode
    2394818
  • Title

    Automated drug delivery in muscle relaxant anaesthesia using self-organizing fuzzy logic control

  • Author

    Mason, David G. ; Linkens, Derek A. ; Edwards, Neil D. ; Reilly, Charles S.

  • Author_Institution
    Dept. of Autom. Control & Syst. Eng., Sheffield Univ., UK
  • fYear
    1994
  • fDate
    1994
  • Firstpage
    1408
  • Abstract
    The general trend in muscle relaxant anaesthesia is for shorter acting agents which allow the patient to recover from paralysis quickly with minimal use of reversal agent. This necessitates continuous infusion schemes which must accommodate a wide range of patient characteristics. This paper investigates the application of self-organizing fuzzy logic control (SOFLC) to automated infusion of atracurium. This scheme offers a simple means to develop a nonlinear controller which quickly establishes the level of muscle relaxant required by each individual patient in a self-learning fashion. Preliminary results show this approach is suitable for clinical application
  • Keywords
    muscle; atracurium; automated drug delivery; automated infusion; clinical application; continuous infusion schemes; individual patient; muscle relaxant anaesthesia; nonlinear controller; paralysis; patient; patient characteristics; reversal agent minimal use; self-learning fashion; self-organizing fuzzy logic control; shorter acting agents; Automatic control; Control systems; Delay effects; Drug delivery; Electromyography; Fuzzy control; Fuzzy logic; Muscles; PD control; Plasma simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
  • Conference_Location
    Baltimore, MD
  • Print_ISBN
    0-7803-2050-6
  • Type

    conf

  • DOI
    10.1109/IEMBS.1994.415496
  • Filename
    415496